Adhesive Prediction System

Abstract

Various embodiments of an adhesive prediction system are disclosed. The system may include a non-transitory computer readable medium including instructions that, when executed on a processor, cause the processor to perform operations including receiving a plurality of input variables, the input variables of the plurality of input variables corresponding to at least one of an adhesive and a substrate used in a tape application process, performing (1310) an analysis of the input variables and output variables generated during testing of the tape application process to generate (1320) a predictive data model, and storing the predictive data model.

Description

[Background technology]

[0001] Tapes, such as pressure-sensitive adhesive tapes, can be used in manufacturing processes to bond two surfaces together. For example, these tapes can be used in some applications that traditionally used other connection mechanisms, such as liquid adhesives, or mechanical attachments, such as welding, spot welding, screws, pop rivets, and bolts. Pressure-sensitive adhesive tapes can have some important advantages over these and other connection mechanisms, such as the ability to bond, seal, and bond dissimilar materials and large areas. Additionally, tapes can help prevent corrosion and are resistant to vibration. Some tapes can have aesthetic advantages when it is desirable to make the attachment system invisible or nearly invisible to the casual observer. Additionally, tapes are not limited by fixation or cure times, which can be a limitation when liquid adhesives are used. Summary of the Invention

[0002] Generally, the present disclosure provides various embodiments of a tape application system and various components and modules of such a system. For example, the system may include a surface characterization device or module configured to determine at least one surface quality parameter of the surface based on values ​​provided by one or more sensors, and to determine at least one process parameter for surface bonding application based on the at least one surface quality parameter. The system may further include a tape applicator, such as a hand tape applicator, including a force sensor connected to a head of a roller mechanism of the applicator. The force sensor is configured to detect a force between a tape roller and the head of the roller mechanism and provide a signal indicative of the force. In one or more embodiments, the tape applicator may receive data, such as the at least one surface quality parameter, from the surface characterization module. The tape application system may further include a device that may receive a plurality of input variables that may correspond to at least one of an adhesive and a substrate used in the tape application process, and may perform one or more functions of the input variables and output variables generated during testing of the tape application process to generate a predictive data model.

[0003] In one aspect, the present disclosure provides a liner changing device. The liner changing device can include a nip roll assembly having a plurality of rollers. The nip roll assembly can receive a tape substrate having a substrate width at an input side. The tape substrate can include an adhesive surface and an initial liner. The nip roll assembly can receive an extended liner having an extended width greater than the tape substrate width at an input side. The nip roll assembly can output a tape substrate having an extended liner laminated to the tape substrate on a surface opposite the initial liner. The liner changing device can include a liner peeling assembly at an output side of the nip roll assembly. The liner peeling assembly can remove the initial liner. The tape substrate can include an adhesive tape in the form of an adhesive transfer tape, a double-sided tape, or a double-sided foam tape. More specifically, the adhesive tape can include an acrylic foam tape. The substrate can be greater than 16 millimeters. The adhesive tape can be greater than 1.6 millimeters thick.

[0004] The extension liner can include a non-elastic material. The extension liner can include polypropylene. The extension liner can include polyester.

[0005] At least one of the plurality of rollers can include a rubber material. At least one of the plurality of rollers can include a metallic material. At least one of the plurality of rollers can include a rubber material and another of the plurality of rollers includes a metallic material.

[0006] The nip roll assembly can include a guide and a tension controller to control the tension of at least one of the rollers, the tape substrate, or the expanded liner. The tension controller can be spring-loaded. The tension controller can include a magnetic clutch. The nip roll assembly can be configured to center the expanded liner on the tape substrate.

[0007] In another aspect, the present disclosure provides a tape application system including a tape roll unwind station providing a tape substrate, an expanded liner unwind station providing an expanded liner, an expanded liner transport module configured to receive the tape substrate and the expanded liner as input and laminate the expanded liner onto the tape substrate, and a liner stripping station configured to strip the initial liner from the tape substrate. The tape application system can further include a tension control system configured to provide tension control to a nip roll assembly of the expanded liner transport module.

[0008] The tape application system may further include a printer configured to print an image onto the extended liner. The printer may include a laser printer. The printer may include an inkjet printer.

[0009] In another aspect, the present disclosure provides a method for providing an adhesive tape. The method can include receiving an adhesive tape substrate having a first width and including an adhesive portion and a non-adhesive liner, and laminating an extended liner having an extended width greater than the first width to the adhesive portion of the tape substrate. The method can further include removing the non-adhesive liner from the adhesive portion after lamination.

[0010] In another aspect, the present disclosure provides an apparatus for characterizing a surface quality of a surface. The apparatus includes a sensor configured to detect at least one characteristic of a surface of a substrate or an ambient environment and provide a value indicative of the at least one characteristic, and a processor coupled to the sensor. The processor is configured to determine at least one surface quality parameter of the surface based on the value provided by the sensor, and determine at least one process parameter for a surface bonding application based on the at least one surface quality parameter. The substrate may include at least one of a metal, a polymer, a ceramic, or a glass material. The at least one characteristic of the surface of the substrate may include a presence of a primer on the surface. The sensor may include a wettability sensor configured to estimate a surface energy of the surface of the substrate. The sensor may include a light absorption band sensor. The processor may further be configured to identify a surface composition of the surface of the substrate based on the value provided by the light absorption band sensor, and provide a notification in response to detecting an unexpected surface composition of the surface of the substrate. The sensor may include at least one of an ambient temperature and humidity sensor, a surface temperature sensor, a non-contact infrared surface temperature sensor, a surface roughness sensor, a surface debris sensor, a UV primer sensor, a water contact angle sensor, or a surface composition sensor. The processor may be further configured to provide an indication of a corrective action to perform in response to detecting a poor surface quality condition based on the value provided by the sensor. The corrective action may include at least one of cleaning the substrate, priming the substrate, surface treating the substrate, plasma or corona treating the substrate, polishing the substrate, heating the substrate, or drying the substrate. The processor may be further configured to control a machine to perform the corrective action. The processor may be further configured to generate a prediction of the success of the surface bonding application based on the at least one surface quality parameter of the surface. The corrective action may be taken based on the prediction of the success of the surface bonding application. The prediction of the success of the surface bonding application may be further based on at least one of a particular tape or adhesive, a substrate composition, or at least one characteristic of the surface. The surface bonding application may include an acrylic foam tape bonding application.

[0011] In another aspect, the present disclosure provides a tape application system including a tape input module comprising an input tape and a surface characterization module configured to characterize a surface quality of a surface of a substrate. The module includes a sensor configured to detect at least one characteristic of a surface of the substrate or an ambient environment and provide a value indicative of the at least one characteristic. The module further includes a processor coupled to the at least one sensor. The processor is configured to determine at least one surface quality parameter of the surface based on the value provided by the sensor, and to determine at least one process parameter for surface bonding application based on the at least one surface quality parameter. The system further includes a surface preparation module configured to prepare the surface of the substrate for application of the input tape based on the at least one process parameter, and a data acquisition device connected to the tape input module, the surface characterization module, and the surface preparation module. The processor of the surface characterization module can be further configured to identify a surface composition of the surface of the substrate based on the value provided by the sensor, and provide a notification in response to detecting an unexpected surface composition of the surface of the substrate. The processor of the surface characterization module can be further configured to control the surface preparation module. The processor of the surface characterization module may be further configured to generate a prediction of the success of the surface bonding application based on at least one surface quality parameter of the surface.

[0012] In another aspect, the present disclosure provides a method including detecting at least one characteristic of a surface of a substrate or an environment surrounding the substrate, generating a value indicative of the at least one characteristic, determining at least one surface quality parameter of the surface based on the value, and determining at least one processing parameter for bonding a tape to the surface of the substrate. The method can further include processing the surface of the substrate based on the at least one surface quality parameter of the surface.

[0013] In another aspect, the present disclosure provides an apparatus comprising at least two tape core holders configured to hold a first roll of tape and a second roll of tape, respectively; a roll sensor configured to detect a status of at least the first roll of tape and the second roll of tape; a cutting mechanism configured to cut the first roll of tape or the second roll of tape, respectively, at a trailing edge of the respective first roll of tape or the second roll of tape in response to the roll sensor detecting an empty status of one of the first roll of tape and the second roll of tape; and a splicing mechanism configured to splice a leading edge to a trailing edge of the other of the first roll of tape and the second roll of tape. The other of the first roll of tape and the second roll of tape may include a liner tab. The liner of at least one of the first roll of tape and the second roll of tape may be spliced. The cutting mechanism may cut the first roll of tape or the second roll of tape, respectively, at a 90 degree angle relative to an edge of the respective first roll of tape or the second roll of tape. The roll sensor may include an optical sensor. The roll sensor may include a mechanical arm configured to detect an empty roll when a diameter of the first roll of tape or the second roll of tape falls below a threshold value. The roll sensor may detect a weight of at least the first roll of tape and the second roll of tape. The apparatus may further include an indicator mechanism indicating an empty status of at least the first roll of tape and the second roll of tape. The apparatus may further include a communications interface and a processor or equivalent controller coupled to the computer interface. The processor may provide a signal via the communications interface indicative of a desired speed of a manufacturing line associated with the apparatus. The first roll of tape and the second roll of tape may include double-sided tape. The first roll of tape and the second roll of tape may include double-sided foam tape. The cutting mechanism may cut at an angle approximately perpendicular to a longitudinal edge of each of the first roll of tape and the second roll of tape.The cutting mechanism may cut at approximately the same angle for each of the first roll of tape and the second roll of tape.

[0014] The bonding mechanism can apply a tab between the leading edge and the trailing edge on the liner surface. The tab can be applied by manually or automatically pressing the tab onto the gap between the leading edge and the trailing edge to effect the liner bond. The apparatus can further include a bonding table for providing a counter force against pressure when pressing the tab during tab application. The bonding table can include a guide for maintaining the tape in the bond position. The bonding table can be coated with a release coating. The gap can be less than about 1.6 millimeters. The bonding mechanism can apply another tab between the leading edge and the trailing edge on the adhesive surface.

[0015] In another aspect, the present disclosure provides a hand tape applicator including a body, a spindle connected to the body and configured to receive a tape roll including a tape, and an ergonomic handle connected to the body. The applicator further includes a roller mechanism connected to the body and configured to apply the tape to a substrate. The roller mechanism includes a head and a tape roller, the tape roller extending along a roller axis between a first end and a second end of the tape roller. The tape roller is connected to the head at each of the first end and the second end. The applicator further includes a force sensor connected to the head, the force sensor configured to detect a force between the tape roller and the head and provide a signal indicative of the force. The applicator can further include a processor configured to receive a signal from the force sensor and provide feedback to an operator regarding the force. The processor can further be configured to adjust the force between the tape roller and the head to provide a selected force per unit width to the tape as the tape is applied to the substrate. The roller mechanism can further include a first connector connecting the first end of the tape roller to the head and a second connector connecting the second end of the tape roller to the head. Each of the first connector and the second connector may include at least one of a spring, a hinge, a shock absorber, or a strut. The first connector may include a first actuator, and the second connector may include a second actuator, each of the first actuator and the second actuator being connected to a processor. The processor may be further configured to independently actuate the first actuator and the second actuator to adjust the force between the head and each of the first end and the second end of the tape roller. The processor may be further configured to vibrate the first actuator and the second actuator such that the tape roller vibrates or is struck while applying the tape to the substrate. The processor may be further configured to record or map the force signal from the sensor with respect to a position along the length of the applied tape.The applicator may further include a pivot mechanism connecting the head to the body, the pivot mechanism configured to pivot the tape roller relative to the body. The applicator may further include a second tape roller connected to the head, at least one of the tape roller or the second tape roller configured to apply a force to the tape after the tape is applied to the substrate. The ergonomic handle of the applicator may be reconfigurable to accommodate different operators. The applicator may further include a laser guide connected to the body or the roller mechanism, the laser guide configured to indicate to the operator at least one of a desired start position of the tape as it is applied to the substrate, a desired stop position of the tape applied to the substrate, or a path of the tape as it is applied to the substrate. The applicator may further include a cutting mechanism connected to the body and adapted to separate a portion of the tape from the tape roll.

[0016] In another aspect, the present disclosure provides a tape application system including a tape input module including an input tape and a hand tape applicator connected to the tape input module. The hand tape applicator module includes a body and a roller mechanism connected to the body and configured to apply the input tape to a substrate. The roller mechanism includes a head and a tape roller, the tape roller extending along a roller axis between a first end and a second end of the tape roller, the tape roller connected to the head at each of the first end and the second end. The module further includes a force sensor connected to the head, the force sensor configured to detect a force between the tape roller and the head and provide a signal indicative of the force. The system further includes a data acquisition device connected to the tape input module and the hand tape applicator module. The system further includes a surface characterization module and a surface preparation module, the surface characterization module and the surface preparation module connected to the data acquisition device. The surface characterization module is configured to characterize a surface quality of a surface of the substrate prior to application of the input tape. The force between the tape roller and the head of the hand tape applicator is adjustable based on the surface quality of the surface of the substrate. The data acquisition device includes a processor configured to provide corrective action instructions to the surface preparation module in response to poor surface quality conditions detected by the surface characterization module. The hand tape applicator can further include a processor configured to receive signals from the force sensor and provide feedback to an operator regarding the force. The processor can further be configured to determine a target force based on at least one of tape width, tape type, tape thickness, substrate surface condition, surface texture, or surface temperature.

[0017] In another aspect, the disclosure provides a method that includes placing tape on a surface of a substrate using a hand tape applicator that includes a roller mechanism having a head and a tape roller, the tape roller connected to the head at a first end and a second end of the tape roller, detecting a force between the tape roller and the head while placing the tape on the surface of the substrate, communicating a signal indicative of the force, and adjusting the force between the tape roller and the head while placing the tape on the surface of the substrate based on the signal.

[0018] The present disclosure provides a non-transitory computer readable medium including instructions that, when executed on a processor, cause the processor to perform operations including receiving a plurality of input variables, the input variables corresponding to at least one of an adhesive and a substrate used in a tape application process, performing an analysis of the input variables and output variables generated during testing of the tape application process to generate a predictive data model, and storing the predictive data model. The input variables may further include information identifying a predictor of success of the tape application process. The input variables may include an indication of the predictor, the predictor including a peel adhesion test. The predictor may include a 90 degree peel test. The operations may include generating a corrective action recommendation for the tape application process. The input variables may be indicative of a substrate type. The input variables may include an indicator for at least one of polypropylene, polyethylene, polycarbonate, stainless steel, aluminum, paint, nylon, and glass. The input variables may be indicative of a tape type. The input variables can include at least one of adhesive physical properties, adhesive thermal properties, adhesive electrical properties, adhesive cure properties, adhesive performance properties, adhesive durability properties, adhesive chemical resistance properties, adhesive rheological properties, adhesive viscosity, adhesive cure time, adhesive modulus, adhesive solvent resistance, adhesive composition, adhesive dispensing properties, adhesive use requirements, standardized testing or certification, environmental parameters, backing properties, liner properties, and substrate properties. The operations can include providing input values ​​generated by the tape application process as feedback data to a processor to adjust the predictive data model. The operations can include outputting at least one of the input variables to a display. The operations can include generating and displaying a simulation of the tape application based on at least one of the input variables.

[0019] The above summary of the disclosure is not intended to describe each disclosed embodiment or every implementation of the disclosure. The following description more particularly illustrates exemplary embodiments. In several places throughout this application, guidance is provided through enumerations of examples, which can be used in various combinations. In each instance, the recited items serve only as a representative group and should not be construed as an exclusive enumeration. Thus, the scope of the disclosure should not be limited to the specific exemplary structures described herein, but extends to at least those structures described by the language of the claims, and equivalents of those structures. Any of the elements expressly enumerated herein as alternatives can be expressly included or excluded from the claims in any combination as desired. Although various theories and possible mechanisms may be discussed herein, in no event should such discussion be construed as limiting the claimed subject matter. [Brief description of the drawings]

[0020] [Figure 1] 1 is a schematic cross-sectional side view of one embodiment of a length of adhesive transfer tape on a release liner. [Diagram 2] FIG. 1 is a schematic cross-sectional side view of one embodiment of a length of adhesive transfer tape sandwiched between two release liners. [Diagram 3] 1 is a schematic cross-sectional side view of one embodiment of a length of double-sided adhesive tape; [Figure 4] 1 is a schematic cross-sectional side view of one embodiment of a length of double-sided adhesive tape sandwiched between two release liners. [Diagram 5] FIG. 1 is a block diagram of one embodiment of a system for tape application. [Figure 6] FIG. 1 is a block diagram of one embodiment of a system for controlling and regulating tape application. [Figure 7] FIG. 1 illustrates one embodiment of an expanded liner module. [Figure 8]1A-1D illustrate one embodiment of a tape cross section at various points in the expansion liner process. [Figure 9] FIG. 2 is a block diagram of one embodiment of a surface feature determination module. [Figure 10] FIG. 1 is a block diagram of one embodiment of a sensor for detecting a measure of surface energy or wettability and surface roughness. [Figure 11] FIG. 2 is a block diagram of one embodiment of a tape roll splicing station. [Figure 12A] FIG. 1 illustrates one embodiment of one type of liner butt joint. [Figure 12B] FIG. 13 illustrates another embodiment of a type of functional butt joint. [Figure 12C] FIG. 1 illustrates one embodiment of a functional butt joint preparation. [Figure 13] FIG. 1 illustrates one embodiment of a tape applicator. [Figure 14] 10 illustrates one embodiment of further details of the tape applicator of FIG. 9. [Figure 15] FIG. 1 illustrates an embodiment of a handheld device that uses liquid droplets to estimate the wettability of a surface of a substrate. [Figure 16] FIG. 1 shows FTIR spectra of two polypropylene samples. [Figure 17] FIG. 1 illustrates one embodiment of a process for multivariate analysis or machine learning to predict tape and substrate performance. [Figure 18] 1 is a chart showing average measured peel adhesion values ​​versus average predicted peel adhesion values ​​for various substrate / adhesive combinations. [Figure 19] FIG. 2 illustrates one embodiment of a computing node. [Figure 20] FIG. 2 illustrates further details regarding an edge computing node. [Figure 21] 10 is a schematic side view of one embodiment of a sensor that can be utilized with the surface feature determination module of FIG. 9. [Figure 22] 1 is a graph of absorptance versus wavenumber. [Figure 23A] 13 is a graph of percent reflectance versus wavelength for Condition 3. [Figure 23B] 13 is a graph of percent reflectance versus wavelength for Condition 4. [Figure 23C] 13 is a graph of percent reflectance versus wavelength for Condition 5. [Figure 23D] 13 is a graph of percent reflectance versus wavelength for Condition 6. [Figure 24] FIG. 1 is a schematic side perspective view of one embodiment of a tape loading system. [Diagram 25] FIG. 25 is a schematic plan view of a bond formed utilizing the tape injection system of FIG. 24. [Figure 26] FIG. 2 is a schematic perspective view of another embodiment of a hand tape applicator. [Figure 27] 27 is a schematic cross-sectional view of the hand tape applicator of FIG. 26. [Figure 28] FIG. 2 is a schematic side view of another embodiment of a hand tape applicator. [Figure 29] 1 is a schematic cross-sectional view of a portion of another embodiment of a hand tape applicator. DETAILED DESCRIPTION OF THE PREFERRED EMBODIMENTS

[0021] Generally, the present disclosure provides a tape application system and various components and modules of such a system. For example, the system may include a surface characterization device or module configured to determine at least one surface quality parameter of the surface based on values ​​provided by one or more sensors, and to determine at least one process parameter for surface bonding application based on the at least one surface quality parameter. The system may further include a tape applicator, such as a hand tape applicator, including a force sensor connected to a head of a roller mechanism of the applicator. The force sensor is configured to detect a force between a tape roller and the head of the roller mechanism and provide a signal indicative of the force. The force on the roller and the contact area between the roller and the tape may create a pressure zone on the tape. This pressure zone may be important for making adhesive contact, especially on rough surfaces. The contact pressure may also be referred to as force per unit width of the tape. The actual pressure depends on the surface roughness and conformance, the roller stiffness, the roller diameter, and the tape thickness and conformance. In one or more embodiments, the tape applicator may receive data, such as the at least one surface quality parameter, from the surface characterization module. The tape application system may further include an apparatus capable of receiving a plurality of input variables that may correspond to at least one of the adhesive and substrate used in the tape application process or environmental conditions, and performing one or more functions of the input variables and output variables generated during testing of the tape application process to generate a predictive data model.

[0022] As referred to herein, tapes such as pressure sensitive adhesive tapes utilized in manufacturing to bond two or more surfaces offer various advantages over other bonding technologies. However, such tapes can pose challenges when utilized with various automated processes. As customers move toward automation, the installation process needs to be scalable. While automated installation and dispensing solutions are widely available for traditional fastening solutions such as welding, screws, bolts, and liquid construction adhesives, they are more difficult to find for double-sided mounting tapes. Furthermore, most available tape automation solutions are designed with large customers in mind and can be prohibitively expensive.

[0023] Many tape assembly processes can benefit from some degree of automation in the tape application process by reducing operator effort and error, or by improving the precision / accuracy / quality or speed of throughput. Thus, there is a general need for a tape application automation solution that is less expensive than large-scale automation, easier to operate and maintain, and that minimizes or reduces operator involvement.

[0024] Tape Description 1-4 are cross-sectional views of various embodiments of tapes, liners, and the like that can be used in the exemplary systems, modules, devices, and methods described herein. Tapes can include pressure sensitive adhesive tapes and other types of tapes. The foam layers described herein include polymeric materials. Exemplary polymeric materials include polycarbonate, polyacrylic, polymethacrylic, elastomers, styrene block copolymers, styrene-isoprene-styrene (SIS), styrene-ethylene / butylene-styrene block copolymer (SEBS), polybutadiene, polyisoprene, polychloroprene, styrene and diene-based styrene-butadiene rubber (styrene-butadiene rubber), and the like. Exemplary thermoplastic materials include polycarbonate, polyacrylic, polymethacrylic, elastomers, styrene block copolymers, styrene-isoprene-styrene (SIS), styrene-ethylene / butylene-styrene block copolymer (SEBS), polybutadiene, polyisoprene, polychloroprene, styrene and diene-based styrene-butadiene rubber (styrene-butadiene rubber), and the like. random copolymers of styrene and the diene-based styrene-butadiene rubber (SBR), block copolymers of styrene and the diene-based styrene-butadiene rubber (SBR), ethylene-propylene-diene monomer rubber, natural rubber, ethylene propylene rubber, polyethylene-terephthalate (PET), polystyrene-polyethylene copolymers, polyvinylcyclohexane, polyacrylonitrile, polyvinyl chloride, polyurethane, aromatic epoxies, amorphous polyesters, amorphous polyamides, semi-crystalline polyamides, acrylonitrile-butadiene-styrene (ABS) copolymers, copolymers of ethylene and vinyl acetate, also known as ethylene-vinyl acetate (EVA), polyethylene-vinyl acetate (PEVA), low-density polyethylene (LDPE), polypropylene (PP), such as expanded polypropylene (EPP) and polypropylene paper (PPP), expanded polystyrene (expanded polystyrene, EPS) and extruded polystyreneExamples of suitable adhesives include polystyrene (PS), such as polystyrene (XPS) and sometimes polystyrene paper (PSP), nitrile rubber (NBR), such as in copolymers of acrylonitrile (ACN), and butadiene, polyphenylene oxide alloys, high impact polystyrene, polystyrene copolymers, polymethylmethacrylate (PMMA), fluorinated elastomers, polydimethylsiloxanes, polyimides, polyetherimides, amorphous fluoropolymers, amorphous polyolefins, polyphenylene oxide, polyphenylene oxide-polystyrene alloys, or mixtures thereof. The foams can be formed as coextruded sheets with adhesive on one or both sides of the foam, or the adhesive may be laminated to the foam. When the adhesive is laminated to the foam, it may be desirable to treat the surface to improve adhesion of the adhesive to the foam or any other type of backing. Such treatments are typically selected based on the nature of the adhesive and the foam or backing material, and include primers and surface modifications (e.g., corona treatment, surface abrasion). Additional tape constructions include those described in U.S. Patent No. 5,602,221 (Bennett et al.) and U.S. Patent No. 9,879,157 (Sherman et al.). Some tapes used are clear acrylic tapes with foam-like properties. The clear acrylic tapes can have a visible light transmission of at least 85 percent.

[0025] In some embodiments, the pressure-sensitive adhesive composition is a foamed composition. The foamed pressure-sensitive adhesive can be prepared by mixing a physical blowing agent, a chemical blowing agent, or a low-density filler into the adhesive composition. Useful low-density fillers include, for example, hollow glass microspheres. The foamed pressure-sensitive adhesive composition can be advantageous in applications that require the adhesive to conform to rough or irregularly shaped surfaces as well as reduce weight. The foam can be an open-cell foam or a closed-cell foam. The foam can be formed by any known method, such as using a blowing agent, or by including expandable microspheres (e.g., polymeric microspheres) in the pressure-sensitive adhesive composition.

[0026] One embodiment of a transfer tape 2 is shown in FIG. 1. Tape 2 is comprised of a flexible release liner 4A having a first major side 6 and a backside second major side 8. The backside 8 of a flat or embossed carrier web is coated with a release coating, and the frontside is coated with a release coating. The release coating can include release agents such as silicones, perfluoropolyethers, and the like. Examples of release coatings are disclosed in U.S. Pat. No. 9,359,530, U.S. Pat. No. 6,780,484, U.S. Pat. No. 10,703,940, and U.S. Patent Application Publication No. 2018 / 0155581. The underside of adhesive layer 10 contacts the first major side 6 of release liner 4A. In one or more embodiments, pressure sensitive adhesive layer 10 is coated onto the front side of the release liner by pouring the adhesive onto the surface and then wiping with a doctor blade. In this construction of tape 2, the adhesive is transferred directly from release liner 4A to a transfer substrate or part that requires an adhesive layer. This can be accomplished by pressing the component onto the exposed adhesive 12. When the component is removed, the adhesive layer 10 is transferred to the component, followed by removal of the release liner 4A.

[0027] The type of adhesive used in the adhesive layer 10 is not strictly limited. A wide variety of coatable pressure-sensitive adhesives can be used. The adhesive used can be selected based on the type of substrate to be adhered. However, when making an adhesive transfer tape, it may be preferable to use a solvent-free adhesive (often referred to as 100% solids), and when making a PSA transfer tape that is a continuous adhesive film with discontinuous holes, a latex PSA coated from water may be preferred. The classes of adhesives that can be used in the present disclosure are silicone, polyolefin, polyurethane, polyester, acrylic, rubber resin, tackified rubber, tackified synthetic rubber, and polyamide. Suitable pressure-sensitive adhesives include solvent-applied, hot melt-applied, radiation-curable (E-beam or UV-curable), and water-based emulsion adhesives. Specific examples of adhesives include acrylic adhesives, such as isooctyl acrylate / acrylic acid copolymers and tackified acrylate copolymers; tackified rubber adhesives, such as tackified styrene-isoprene-styrene block copolymers; tackified styrene-butadiene-styrene block copolymers; nitrile rubbers, such as acrylonitrile-butadiene; silicone adhesives, such as polysiloxanes; ethylene vinyl acetate; and polyurethanes. Pressure-sensitive adhesives may also be substantially non-tacky at room temperature, if the adhesive becomes tacky at the elevated temperatures used. Acrylics may be a preferred class of adhesives for many of the embodiments disclosed herein. A wide variety of chemical compositions exist within the acrylic adhesive class, examples of which are disclosed in U.S. Patents 4,223,067 (Levens) and 4,629,663 (Brown et al.), U.S. Patents 3,239,478, 3,935,338, 5,169,727, U.S. Reissue Patent 24,906, U.S. Patents 4,952,650, and 4,181,752. Suitable pressure sensitive adhesives include those that are the reaction product of at least an alkyl acrylate and at least one reinforcing comonomer.Suitable alkyl acrylates are those having a homopolymer glass transition temperature of less than about -10 degrees C, such as n-butyl acrylate, 2-ethylhexyl acrylate, isooctyl acrylate, isononyl acrylate, octadecyl acrylate, and the like. Suitable reinforcing monomers are those having a homopolymer glass transition temperature of about -10 degrees C, such as acrylic acid, itaconic acid, isobornyl acrylate, N,N-dimethylacrylamide, N-vinylcaprolactam, N-vinylpyrrolidone, and the like. Other pressure sensitive adhesive formulations known in the art may also be suitable.

[0028] The pressure sensitive adhesive may optionally include one or more additives. Depending on the polymerization method, coating method, and end use, any suitable additives can be used, such as initiators, fillers, plasticizers, tackifiers, chain transfer agents, fiber reinforcement agents, woven and nonwoven fabrics, foaming agents, antioxidants, stabilizers, fire retardants, thickeners, colorants, and mixtures thereof.

[0029] A further embodiment of an adhesive transfer tape 14 is shown in Figure 2. This transfer tape is similar to that shown in Figure 1, except that an adhesive layer 16 is sandwiched between a first release liner 4A and a second release liner 4B.

[0030] 3 shows a double-sided adhesive tape 18. This particular embodiment is sometimes referred to as a "self-wound" double-sided adhesive tape because it is typically distributed in rolls and thus the lower major surface of the second adhesive layer 20B is in contact with the upper major surface of the release liner 4A, which is treated with a release coating.

[0031] Suitable materials for the release liner 4A include, for example, polymer films such as polyester films (e.g., polyethylene terephthalate films) and polyolefin films (e.g., polyethylene films, polypropylene films, biaxially oriented polypropylene films (BOPP films)), metallized films, sealing papers (e.g., polyethylene-coated papers, metallized papers, and clay-coated papers), and papers. The release liner 4A can be coated with a release coating on the first or second surface.

[0032] Suitable materials for the backing layer 22 include a variety of flexible and non-flexible materials, such as woven or non-woven fabrics (e.g., cloth, non-woven scrims), paper, polymeric films, metallized films or foils, and combinations thereof (e.g., metallized polymeric films), and foams (e.g., polyacrylic, polyethylene, polyurethane, neoprene). Polymeric films include, for example, polyolefins, such as polypropylene (e.g., biaxially oriented), polyethylene (e.g., high or low density), polyvinyl chloride, polyurethane, polyester (polyethylene terephthalate), polycarbonate, polymethyl (meth)acrylate (PMMA), polyvinyl butyral, polyimide, polyamide, fluoropolymers, cellulose acetate, cellulose triacetate, ethyl cellulose, and bio-based materials such as polylactic acid (PLA). Woven or non-woven fabrics may include fibers or filaments of synthetic or natural materials, such as cellulose (e.g., tissue), cotton, nylon, polyethylene, rayon, glass, ceramic materials, and the like. The backing layer 22 can be a transparent film having a visible light transmittance of at least 90%.

[0033] One or more primer layers may be optionally used to strengthen the bond between the backing layer and the adhesive layer. The type of primer varies depending on the type of backing and adhesive used, and a person skilled in the art can select a suitable primer. Suitable primers include, for example, those described in EP 372756, U.S. Patent Nos. 5,534,391, 6,893,731, 9,328,265, and WO 2011 / 38448.

[0034] Backing layer 22 includes a first (upper) major surface 24 and a second (lower) major surface 26. Second (lower) major surface 26 is adjacent to and in contact with upper or first major surface 28 of adhesive layer 20B. Upper major surface 24 of backing layer 22 is adjacent to and in contact with lower or second major surface 30 of adhesive layer 20A. Upper or first major surface 32 of adhesive layer 20A is in contact with release liner 4A. Release liner 4A is removed to provide a double-sided adhesive foam tape, as previously described.

[0035] FIG. 4 shows a dual liner double sided adhesive tape 36. Its construction is similar to the embodiment shown in FIG. 3, except that the second (lower) side of the adhesive layer 20B contacts the first (upper) major surface of the second release liner 4B. As with the embodiment shown in FIG. 3, such a construction can be used with double sided adhesive foam tapes. Double sided foam tapes offer significant performance advantages over double sided film tapes due to their conformability and ability to distribute peel and shear forces over a larger area. Distributing the forces in this manner improves adhesion, strength, and overall tape performance, making them suitable for manufacturing assembly operations.

[0036] system As described herein, many tape users can benefit from some level of automation in the tape application process. Automation can eliminate some of the challenges associated with the tape application process. Such challenges can include, for example, difficulties with tape liners in quickly and easily removing the liner from the tape substrate when the liner is no longer needed. Another challenge relates to cleaning the surface to which the tape is adhered or detecting contamination of the tape or the substrate surface to which the tape is adhered. Further challenges include difficulties with tape roll changes. Finally, operators may not be able to apply tape quickly and accurately enough to keep pace with other operations in a manufacturing operation or product realization process.

[0037] To address these and other concerns, the systems, apparatus, and methods described herein provide an automation solution based on a modular approach, in which a solution is provided for each operation in the tape application process where an operator is known to encounter challenges, and modules can be selected and connected based on the user's needs (e.g., "plug and play"). Systems according to embodiments can help operators reduce costs by standardizing components of the tape application system, using some or all modules, and ignoring modules that are not of interest to the operator.

[0038] Complete modular tape application system 5 is a block diagram illustrating an exemplary system 100 for tape application according to some embodiments. The exemplary system 100 can include plug-and-play modules for solving tape automation problems according to some embodiments, which can be configured to work with remote or local software and control systems, or as part of an edge computing system or Internet of Things (IoT) system. The system 100 is a modular system, which means that an operator can use some or all of the modules in any process that requires tape application, or a subset of such processes, without loss of generality. Modules can be removed or added (e.g., "interconnected").

[0039] The system 100 may include a surface cleaning system 102. The surface cleaning system 102 may include a multi-function surface characterization module 104 for performing surface characterization of the adhesive or substrate surface. The surface characterization module 104 is intended to help operators solve the problem of spending excessive time cleaning the substrate surface or visually inspecting the substrate after cleaning. Reasons for such cleaning or over-cleaning include the operator being unable to determine whether the surface is clean or cleaned sufficiently. The surface characterization module 104 may include circuitry, instruments, sensors, etc. for continuous or periodic evaluation or reading of surface energy, roughness, wettability, surface contamination / cleanliness, surface temperature, and other criteria that affect adhesion. Surface energy quantifies the breaking of intermolecular bonds that occurs when a surface is created and may be considered as the work required to build an area of ​​the surface on a bulk material. If the surface is created in a vacuum, the surface energy will be equal to half the cohesive energy of the associated bulk material, although various processes or conditions may lower the surface energy. Surface energy is typically determined from contact angle measurements, for example as described in the American Society for Testing and Materials (ASTM) family of standards, in particular the ASTM D7490 standard. The surface characterization module 104 is described in further detail herein with reference to Figures 9-10.

[0040] The surface characterization module 104 can include multiple modular sensors to evaluate various surface criteria, which can be added to the surface characterization module as plug-and-play modules. These sensors can include measurements of surface roughness, ambient temperature and humidity, surface temperature, presence of surface liquids or residual contaminants, spectroscopy of the substrate, surface wettability by contact angle estimation or measurement of percent surface area wetted by known fluids as an estimate or proxy for surface energy, etc. Other modules can include vision systems for visible defects such as dust and debris, scratches, or other physical defects, and systems customized for expected contaminants.

[0041] The system 100 can also include a tape input system 106. The tape input system 106 can include a tape splice module 108. The tape splice module 108 can provide tape to the expansion liner module 110. The tape splice module 108 is intended to help solve the problem of tape roll changes being required too frequently, slowing down the throughput of other operations, such as assembly line systems or other systems and modules downstream of the tape application operation. The tape splice module 108 can provide a method of continuously or nearly continuously splicing planetary tape rolls together. Planetary tape rolls are less expensive and require less manufacturing floor space than other types of rolls, such as level wound rolls and unwind stations associated with level wound rolls. However, short yardage planetary tape rolls (e.g., typically about 36-72 yard rolls) have the disadvantage that they need to be replaced frequently when applying large volumes of tape. Thus, the exemplary embodiment provides a tape splice module 108 that can splice new tape rolls to exhausted or nearly exhausted tape rolls. The tape splice module 108 is described in more detail below with respect to Figures 11-12.

[0042] The tape splicing module 108 can provide input to the expanded liner module 110. The expanded liner module 110 is intended to help solve the problem of the amount of time an operator spends in removing a liner from an applied tape. Liner removal is often a manual process for most applications, and initiating liner removal can be a particularly time-consuming operation in this process. Some manual tools for liner removal can include file cards or similar instruments, but these can damage or contaminate the tape and can still be time-consuming to use in some applications. The expanded liner module 110 includes a mechanism for removing one liner from the tape and adding additional expanded liners that are easier to remove with no or minimal operator involvement. Expanded liners, such as those applied by the expanded liner module 110, can provide a simpler and easier to implement method for removing liners independent of the applied tape length. Expanded liners of the type applied by the expanded liner module 110 can also provide product savings, especially for short pieces of tape where adding special tabs can result in product waste and require the use of special tape tab applicators. Downstream of the expansion liner module 110, a tape substrate with an additional wider expansion liner is applied to the article substrate. The wider expansion liner can be easily removed later. Further details of the expansion liner module 110 are provided herein with reference to Figures 7-8.

[0043] The surface characterization module 104 can provide input to a surface preparation module 112. The surface preparation module 112 can include a primer station 114 that includes circuitry and mechanisms for applying a primer to the surface of the substrate to improve tape adhesion. The surface characterization module 104 can also provide input to other surface preparation modules such as solvent cleaning and wiping, flame treatment, plasma treatment, abrasive treatment, ultrasonic treatment, laser treatment, corona treatment, UV treatment, and other surface treatment systems used to improve adhesion.

[0044] The surface preparation module 112 and the expanded liner module 110 can provide inputs to the tape application station 116 and the force application station 118. The tape application station 116 and the force application station 118 can include a tape applicator module 120. The tape applicator module 120 includes devices and circuits that are intended to alleviate operator challenges presented by the process of aligning the tape during application. Tape alignment presents challenges for maintaining throughput in manual systems. Furthermore, when force is applied to the tape at station 118, it can be important to apply sufficient force uniformly across the width of the tape to provide a bond between the tape and the substrate surface. The tape applicator module 120 can optionally be used with a robot or other circuits or devices for automated tape application.

[0045] The force application station 118 can provide an input to a liner removal station 122. In some embodiments, the expanded liner remains on the tape for removal further downstream or at the ultimate customer.

[0046] 6 is a block diagram of a system 200 for controlling and coordinating tape application, according to some embodiments. The processing and control circuitry for any of the modules shown in FIG. 6 can be implemented partially or completely in an edge computing device, locally or remotely from the tape application operation, in the cloud, and so on. The equipment and circuitry of the surface characterization module 104, tape splicing module 108, surface preparation module 112 (which can include a primer station 114), extended liner module 110, and tape applicator module 120 can be provided in a modular manner as needed within the tape automation process 202. The liner can be peeled or tabbed in module 124.

[0047] The tape automation process 202 can take in an input tape 204 and a substrate 206 that includes a reinforcement or any structure or material that is bonded with double-sided tape. The system 200 can further include data acquisition equipment 208. The data acquisition equipment 208 can include circuitry such as sensors, processors, cameras, etc., for detecting conditions within the operator facility or within a geographic area encompassing the operator facility or on a manufacturing line. An exemplary data acquisition equipment 208 can include temperature and humidity sensors 210, a bonding surface readiness evaluation system 212, and sensors 214 for detecting the condition of any primers that may be used in the tape application process. The data acquisition equipment 208 can further include a product date code device 216 or a device for determining a specific article identifier for data traceability to the part, such as a manufacturing code associated with a specific "run" of the operator product, a clock 218 for determining the time of day, a force sensor 220 for determining the tape application force, a sensor 222 for determining the condition of the tape or article substrate, a vision system 224 for detecting tape placement and defects, and a sensor 226 for determining the process speed of the process in which the tape application is taking place.

[0048] The examples provided herein are only some examples of sensors, processors, etc. that may be used; other sensors, processors, detectors, etc. may be included in the data acquisition equipment 208. Some or all of the modules described herein, or a subset thereof, may be included in the tape application process on a modular plug-and-play basis. A feedback loop 228 may be provided that utilizes local or remote computation circuitry 230 to adapt the tape application process based on inputs, control signals, and data provided to or generated by the tape automation process 202. The computation circuitry 230 is described in more detail below with reference to Figures 19-20.

[0049] Extended Liner Module Figure 7 illustrates a liner replacement apparatus 300, according to some embodiments. The liner replacement apparatus 300 can include an unwind station 302 from which a tape roll 304 is unwound and provided as an input to an extended liner replacement apparatus 306. The apparatus 300 can also include tension controls and guides, not shown in detail in Figure 7. The tape roll 304 can include a tape "chuck" or tape core 308, and in some embodiments, an electrical or mechanical tension control mechanism can be controlled to unwind the tape roll 304 and extended liner roll 322.

[0050] The tape provided on the tape roll 304 may include a tape substrate having an adhesive tape 310 on a first (e.g., top) surface and an initial liner 312 on a second (e.g., bottom) surface. The adhesive tape 310 may include acrylic foam tape, double sided polyethylene foam, double sided polyurethane foam, double sided film tape, double sided tissue tape, double sided metallized backing tape, adhesive transfer tape, and other examples. The initial liner 312 may include polypropylene, polyester, paper, other polymeric films, or other acceptable liner materials, etc.

[0051] The tape roll 304 may include a planetary tape roll. In contrast, other tape rolls available for high volume, high level taping applications include level wound rolls. Level wound rolls offer long run times with little changeover to replace rolls. Level wound tapes may include two liners for roll stability. However, level wound tape rolls are expensive and require specialized converting equipment and specialized tension controlled unwinding equipment, which may not be a viable solution for some taping operations. Furthermore, currently only adhesive transfer tapes with extended liners can be easily manufactured, which increases manufacturing costs. Today, it is very difficult to manufacture extended liner double sided tapes. Currently, double sided extended liner tapes can be manufactured in a converting process by kiss cutting the liner, removing tape sections from a wide roll of tape in stripes, and then slitting the center of the stripe. This is currently an expensive process. Some tapes can be made with extended liners in an additional level wound roll converting process that adds a flexible extended liner to prevent adhesive from adhering to each side. This additional converting process adds to the overall tape cost for the end user. A planetary tape roll with an additional expansion liner applied using the expansion liner replacement device 306 can provide a cost effective solution for taping.

[0052] The liner changer 306 can include a nip roll assembly 314 having a number of rollers 316, 318. The rollers 316, 318 can include metal (e.g., steel, chrome coated steel, or release coated metal rollers and related materials), rubber (e.g., silicone rubber or similar rubber), or a combination thereof. In an embodiment, one roller 316, 318 can include metal and the other roller 316, 318 can include rubber. The nip roll assembly is designed to laminate the expanded liner to the non-liner side or exposed adhesive tape surface with nearly 100% contact and with no or minimal air bubbles. In an embodiment, the nip roll assembly 314 can include a tension controller and guides (not shown in FIG. 7). In an embodiment, the tension controller can be a spring-loaded felt pad traction system that is manually or automatically adjusted. In an embodiment, the tension controller may include an electronic magnetic particle clutch, which may include an electromagnetic clutch controlled by a control system remote or local to the liner change apparatus 306. Other roll tension control devices may also be used.

[0053] The nip roll assembly 314 can receive a tape substrate having a substrate width on the input side. The tape substrate can include an adhesive tape 310 and an initial liner 312 that is the same or substantially the same width as the adhesive tape. The initial liner 312 can be a non-adhesive liner that includes a release coating such as a silicone release coating or a non-silicone, low adhesion back coating, or a polymer film to which the adhesive has low adhesion, but the embodiments are not limited thereto. The nip roll assembly 314 can also receive an extended liner 320 on the input side that has an extended width that is greater than the adhesive tape width. The extended liner can allow for the formation of an edge to initiate liner removal. The extended liner 320 can be provided using an extended liner roll 322. The extended liner 320 can include a non-adhesive liner. In examples, the tape substrate width can be greater than 5 millimeters, or greater than 16 millimeters, or greater than 25 millimeters, or greater than 50 millimeters. The adhesive tape 310 can be up to about 25.4 millimeters thick. In examples, the adhesive tape 310 can be greater than about 1.6 millimeters thick. The liner is typically about 0.3 mm thick, with a total thickness of about 1.9 mm, including the 1.6 mm thick tape, however the liner thickness can be up to 1 mm thick.

[0054] The nip roll assembly 314 can output a tape substrate having an expanded liner 320 laminated to the tape substrate on a surface opposite the initial liner 312. In an embodiment, the nip roll assembly 314 can center or nearly center the expanded liner 320 on the tape substrate, while in other embodiments, the expanded liner can be aligned along one long edge of the tape substrate. The expanded liner 320 can include non-elastic materials including polyolefin polymers, polypropylene materials, polyester, paper, and the like. The expanded liner can be made from a polyolefin material. The liner exchange apparatus 300 can provide a splitter or slicer (not shown in FIG. 7 ) for splitting the tape substrate after the expanded liner 320 is laminated to the tape substrate. In an embodiment, the tape substrate is split widthwise at or near the center to provide two equal or nearly equal width tape substrates, which produces two rolls of tape with one-sided expanded liner. These split tape substrates can be wound onto two planetary rolls. The liner exchange apparatus 300 may include a printer (not shown in FIG. 7) for printing on one or more of the extended liner, the initial liner, or the tape. The printer may include a laser printer, a laser scribe, an inkjet printer, etc. Printing may occur before, after, or during lamination. In an embodiment, the printer may run or be used in the process to create a serial number for each tape segment that may be used for par tracking or data record tracking.

[0055] The liner replacement apparatus 300 may further include a liner stripping assembly 324 on an output side of the nip roll assembly 314, the liner stripping assembly 324 configured to remove the initial liner 312. After being stripped by the liner stripping assembly 324, the initial liner 312 may be wound onto a product liner take-up roll 326.

[0056] At least some of the components of FIG. 7 can be controlled by a computing system, such as the computational circuitry 230 of FIG. 6. For example, the movement of the nip control assembly 314 can be controlled for speed to maintain speed or adjust the force applied by the nip rolls of the expanded liner exchange apparatus 300 to match the speed of an operator's assembly line. Thus, the speed of the expanded liner roll 322 and tape unwind station 302 can be controlled to provide the tape substrate, expanded liner 320, etc. at the appropriate speed. The tension on the nip control assembly 314 or associated input tape roll 304 or expanded liner roll 322 can be controlled based on input from the data acquisition equipment 208. The vision system 224 (FIG. 6) can provide input for assistance in centering the expanded liner 320.

[0057] 8 shows tape cross-sections at various points in an expanded liner process, according to some embodiments. In describing the tape cross-sections, reference is made to elements in FIG. 7, and thus like reference numbers in FIG. 8 refer to corresponding elements in FIG.

[0058] At the input stage 400, the tape includes an adhesive 402, for example an acrylic foam. A product liner 404 having the same width as the adhesive 402 is included. As the input tape is fed to the nip roll assembly 314, an extended liner 408 is laminated and centered over the adhesive 402. The extended liner 408 may be wider than the adhesive 402 to facilitate removal of the extended liner 408 after the adhesive has been applied to the associated surface. The width of the extended liner 408 is preferably at least 3 millimeters wider than the input tape, preferably at least about 6 millimeters wider than the input tape, and more preferably about 12 millimeters wider than the input tape. A typical input tape substrate is less than about 150 millimeters wide, and more typically ranges from about 12 to 50 millimeters wide. At the output stage 410, a bottom view of the tape is shown after the product liner 404 has been removed at the liner stripping assembly 324. As shown, the extended liner 408 is wider than the adhesive 402. In some embodiments, the adhesive 402 can be split at or near the center to provide two pieces of tape, each with a partially expanded liner 408 attached. These two pieces of tape with the expanded liner 408 on one side can then be wound into two planetary rolls.

[0059] Surface Feature Determination Module FIG. 9 illustrates a surface characterization module 500 according to some embodiments. The surface characterization module 500 can be utilized with the modular tape application system 100 as a multi-function surface characterization module 104. The surface characterization module 500 can evaluate at least one of a substrate, a substrate surface, or an adhesive used in a bonding process, including pressure sensitive adhesive tape and liquid construction adhesive. In one or more embodiments, the surface characterization module 500 can provide a characterization or estimate of the surface energy of the surface based on measurements of surface wettability or contact angle. Additionally, the module 500 can be intended to help operators resolve issues with surface cleaning and surface modification processes and reduce uncertainty regarding whether a surface has been sufficiently cleaned or prepared. The module 500 can provide data to verify that a surface (including a tape surface, any liner surface including a product liner or extended liner, the surface of a substrate to which the tape is adhered, or other relevant surfaces) is acceptable for adhesive and tape bonding. The surface can be disposed on a substrate, a tape or other adhesive, a tape liner, or any other surface or combination of surfaces. The substrate surface may include a metal such as aluminum, a polymeric substrate such as an article made from nylon, polypropylene or another polymer, an epoxy coating, enamel, paint, coating, or any other material to which an operator desires to attach tape or apply a liquid construction adhesive.

[0060] The surface characterization module 500 can measure or characterize attributes or parameters including substrate composition, surface composition, surface roughness, primer attributes and primer coverage and amount, surface temperature, surface energy, wettability, ambient temperature, dew point, relative humidity, etc. The attributes or parameters being characterized can be important to bonds, including adhesive bonds.

[0061] In general, the surface characterization module 500 may be configured to characterize a surface quality of the surface 505 of the substrate 503 for bonding. The module 500 may include a sensor or sensors 502 configured to detect at least one characteristic of the surface 505 of the substrate 503 or the surrounding environment and provide a value indicative of the at least one characteristic. The module 500 may further include a processor 501 that may be configured to determine at least one surface quality parameter of the surface 505 based on the value provided by the sensor 502, and to determine at least one processing parameter for a surface bonding application (e.g., tape application 116 or liquid adhesive application of the system 100 of FIG. 5) based on the at least one surface quality parameter.

[0062] The surface characterization module 500 includes one or more sensors (i.e., substrate sensors) 502 for detecting properties, conditions, and parameters of a substrate 503. The substrate 503 may include any suitable material, such as at least one of a metal, polymer, ceramic, or glass material, or a coating including one or more of the suitable materials.

[0063] In one or more embodiments, at least two sensors of the substrate sensor module 502 are used at any given time during tape application. The substrate sensor module 502 can include any suitable sensor, such as a light absorption band sensor, a temperature sensor, a surface energy contact angle sensor, a mechanical sensor, an imaging sensor, etc. For example, FIG. 21 is a schematic side view of an embodiment of a reflectance mode sensor 1700. The reflectance mode sensor 1700 can include an emitter 1702 and a detector 1704. The emitter 1702 can include any suitable emitter or emitters, such as at least one of a light emitting diode (LED), a laser, a vertical cavity laser, or a laser diode. Although illustrated as including one emitter 1702, the sensor 1700 can include any suitable number of emitters. Additionally, the emitter 1702 can be configured to emit electromagnetic radiation 1708 having any suitable wavelength or wavelength band, such as ultraviolet, visible, near infrared, infrared, etc. In one or more embodiments, the emitter 1702 is configured to emit electromagnetic radiation at a wavelength of 3450 nm with a full width at half maximum of + / - 150 nm to measure carbon-hydrogen (CH) bonds of contaminants on metal surfaces. This wavelength range may be useful for detecting oil or other organic surface contaminants on metal surfaces. In one or more embodiments, the emitter 1702 is adapted to emit electromagnetic radiation having a first wavelength and a second wavelength, the first wavelength being different from the second wavelength. The emitter may be configured to emit electromagnetic radiation of any suitable number of wavelengths. In one or more embodiments, the emitter 1702 may emit electromagnetic radiation having a bandwidth of at least 4300 nm with a full width at half maximum of + / - 250 nm. In one or more embodiments, the emitter 1702 may be a broadband emitter.

[0064] In one or more embodiments, the sensor 1700 includes at least one signal emitter and one reference emitter at different wavelengths. In such embodiments, the reference wavelength range is selected such that the contaminants do not exhibit significant absorption due to chemical bonds. This reference can be used to subtract a baseline that affects the reflectance of the base substrate. In one or more embodiments, the substrate 1706 does not significantly absorb at that wavelength.

[0065] The detector 1704 is positioned to detect at least a portion of the electromagnetic radiation 1708 emitted by the emitter 1702 and reflected by the substrate 1706. The detector 1704 can include any suitable detector or detectors, such as at least one of a photodetector, a photodiode, a photoresistor, or any component capable of detecting a change in electromagnetic field intensity. Although illustrated as including one detector 1704, the sensor 1700 can include any suitable number of detectors. The detector 1704 can be configured to detect one or more discrete wavelength bands of electromagnetic radiation. In one or more embodiments, the detector 1704 can have a detection target wavelength of 3450 nm and a full width at half maximum of + / - 150 nm. In one or more embodiments, the detector 1704 can be a broadband detector. The sensor 1700 can further include a light shield 1708, which can be positioned between the emitter 1702 and the detector 1704. The light shield 1708 can be configured to block electromagnetic radiation emitted by the emitter 1702 and directed toward the detector 1704 without first being reflected by the substrate 1706 .

[0066] Returning to Figure 9, the substrate sensor module 502 can include a visual contamination sensor 504. The visual contamination sensor 504 can include a camera, a magnifying glass, or any other device capable of acquiring or inspecting visual data, and can detect conditions such as cleanliness or lack thereof, excessive debris or dust on the substrate surface, excessive oiliness, etc., and can use image recognition, statistical, or mechanical methods to facilitate this detection.

[0067] In one or more embodiments, the visual contamination sensor 504 can utilize FTIR to identify contaminants on the bulk material of the substrate 503, the surface material of the substrate, or the surface 505 of the substrate by scanning a broad spectral range of wavelengths over the substrate that provide different absorbance or transmittance spectra. Not only can FTIR be used to detect contamination, but the intensity of the spectral signal of interest can be directly calibrated to the amount of contamination on the surface.

[0068] FTIR is a very useful technique, but is expensive and difficult to implement on a processing line related to the time required to complete a surface scan. FTIR is useful for measuring and inspecting stationary substrates, but is less suitable for moving substrates.

[0069] For example, Figure 22 is a plot 1800 of absorbance versus wavelength of the FTIR spectrum for different levels of contamination of the surface of a substrate. In general, a spectral band of the FTIR spectrum can be identified where a particular contaminant absorbs a particular wavelength or band of wavelengths that is not absorbed by a particular substrate material. A sensor can be identified that includes an emitter that emits at the identified spectral band and a detector that detects the reflected spectral band. A separate reference emitter can also be utilized that emits electromagnetic radiation at a particular wavelength or band of wavelengths that is not absorbed by the contaminant.

[0070] In one or more embodiments, the tape can be applied to a metal substrate, such as aluminum. Organic oils are typically used in treating such metal substrates and can be a major source of surface contamination on the substrate. Organic contaminants can exhibit a carbon-hydrogen absorption band in the range of about 3000-3800 nm. In contrast, metal substrates, such as aluminum, typically do not absorb in this range. Thus, the majority of the absorption detected by the FTIR sensor is from the contaminants and not from the substrate.

[0071] The FTIR spectrum of Tri-Cool MD-1 Micro-Drop Vegetable Lubricant (available from Trico Corporation, Pewaukee, WI, US) was measured using a Thermo Scientific Nicolet iS10 FTIR spectrometer running OMNIC9 measurement and analysis software (ThermoFisher Scientific, Chicago, Illinois, US). The units in Figure 22 are Log(1 / R) vs. wavenumber (1 / cm). Peaks are seen in the wavenumber range of 3050 to 2700 (1 / cm). These correspond to various types of carbon-hydrogen bonds characteristic of organic compounds as detailed in Table 1 below. See Characteristic IR Band Positions. Berkeley Lab, Advanced Light Source [online], [retrieved 2022 / 03 / 30]. Internet<https: / / www2.lbl.gov / mmartin / bl1.4 / IRbands.html> (showing the range of carbon-hydrogen bond absorbance at wavenumbers 3340 to 2780 (1 / cm)). [Table 1]

[0072] Tri-Cool MD-1 Micro-Drop Vegetable Lubricant was placed on an aluminum test panel with dimensions of 2 inches by 5 inches at six different contamination levels (conditions 1-6). The test panel was first cleaned using cleaning processes known in the art and then contaminated with 3-4 drops of Tri-Cool MD-1 Micro-Drop Vegetable Lubricant oil. Below are the six conditions that were measured to produce the spectrum 1800 in FIG. 23. The units in FIG. 23 are percent reflectance (%R) calculated by the instrument software using the % transmittance calculation. Since the measurements were reflectance measurements, the transmittance calculation corresponds to reflectance. The units on the x-axis have been converted from wavenumber (1 / cm) to wavelength (nm), again using the instrument software. The conversion between wavenumber (1 / cm) and wavelength (nm) is wavelength=1E7 / wavenumber. The observed decrease in %R corresponds to a greater absorbance of electromagnetic radiation by the contaminant (Tri-Cool MD-1) at these wavelengths.

[0073] Condition 1 (Control): The oil coating was removed from an aluminum test panel. The panel was further cleaned with methyl ethyl ketone (MEK) solvent CAS number: 78-93-3 (available from Sigma-Aldrich, Inc., St. Louis, MO, USA), two wipes with a 50 / 50 IPA / water solution, and three acetone solvent wipes. The graph for condition 1 is not shown, but is similar to the graph for condition 6 in FIG. 23D. Condition 2: 3-4 drops of Tri-Cool MD-1 Micro-Drop Vegetable Lubricant oil were placed on the surface of each test panel and spread evenly with a small Kimwipe tissue. The surfaces of the test panels had an oily, shiny appearance. A graph for condition 2 is not shown. Condition 3: The test panel from condition 2 was wiped once with a large Kimwipe. Figure 23A is a graph of the spectrum of the test panel under condition 3. Condition 4: The panel from condition 3 was wiped once more with a large Kimwipe. Oil was no longer visible on the surface of the test panel. Figure 23B is a graph of the spectrum of the test panel under condition 4. Condition 5: The panel from condition 4 was given one IPA solvent wipe with a tissue (i.e., spray on IPA, wipe with Kimwipe). Figure 23C is a graph of the spectrum of the test panel under condition 5. Condition 6: The panel from condition 5 was given one acetone solvent wipe with a tissue (spray on acetone, wipe with Kimwipe). Figure 23D is a graph of the spectrum of the test panel under condition 6.

[0074] After each wash, the panels were scanned with a Nicolet iS10 FTIR spectrometer to produce the graphs in Figures 23A-23D.

[0075] As shown in Figures 23A-23D, the specific wavelength peak heights vary for each specific condition. Tri-Cool MD-1 oil is an organic oil similar to mineral oil and has a strong peak at about 3450 + / - 150 nm due to carbon-hydrogen bonds. This peak can be seen for all organic contaminants. Furthermore, most bare metal substrates do not have significant absorbance at this wavelength. If this type of contaminant is present on the surface, the amount of contaminant should be proportional to the amount of absorbance as shown in the FTIR spectrum.

[0076] Discrete wavelength LED emitter light and associated photodiode detectors can be used to provide similar spectral output in narrow wavelength bands. To monitor the surface 505 of the substrate 503, the LED emitter and associated photodiode detector are mounted such that the LED emitter illuminates the surface with electromagnetic radiation. Such radiation is reflected at a precise angle directly to the photodiode detector, which detects a specific absorption band as shown in FIG. 21. To enhance the signal, focusing lenses, mirrors, and filters can be used. For contamination on the surface 505, the LED emitted electromagnetic radiation is selected to emit wavelengths known to be absorbed by the primary contaminant and not absorbed by the substrate 503. For example, hydrocarbon oil contaminants have strong carbon-hydrogen bond absorbance within the wavelength band of 3450 nm + / - 150 nm. Typical metals such as aluminum and steel do not absorb at this wavelength. Absorbance in this range indicates a hydrocarbon oil or surfactant on the surface. LEDs typically emit electromagnetic radiation in a narrow wavelength band. The methane detector LED light emitter and associated photodiode detector can measure absorbance in this wavelength range and can be positioned to detect hydrocarbon oils on the surface 505. A reference baseline wavelength can also be measured to account for changes in the substrate surface 505 that may affect the reflectance signal. The peak height or area relative to the baseline is used to determine the signal strength. For example, an LED emitting in the 4300 nm range can provide a suitable reference wavelength for the baseline. Such LEDs correspond to those used to detect carbon dioxide (CO2). This system offers the advantage of being relatively cheap and fast compared to FTIR and being able to measure moving articles or webs. The LED emitter and associated photodiode detector can make over 1000 measurements per minute and can average 10 measurements to give an average of about 100 measurements per minute. With this technique, the absorption strength can also be calibrated to the amount of contaminant on the surface.

[0077] It should be noted that this discrete wavelength system will not detect contaminants unless they have chemical functional groups that absorb in the discrete wavelength range. Some contaminants, such as silicone oil, which exhibits small amounts of hydrocarbon functionality, have a slight presence of carbon-hydrogen bonds and are difficult to detect using discrete wavelengths within the 3450 nm + / - 150 nm band. Contamination with small amounts of silicone oil can have a significant effect on adhesion loss. A different discrete wavelength band can be selected for a specific silicone oil contaminant. For example, a silicone oil contaminant may have strong absorbance at wavelengths of 7900 nm + / - 100 nm.

[0078] 9, the substrate sensor 502 may further include a surface energy or surface wettability sensor 506. The surface energy or wettability sensor 506 is described in more detail herein with reference to FIG.

[0079] The surface roughness of the substrate can significantly affect the adhesion of most tapes and adhesives. The substrate sensor 502 can further include a surface roughness sensor 508. The surface roughness sensor 508 can include a mechanical sensor, an optical sensor, or an image capture device such as a camera. The surface roughness can also be measured or estimated based on an image from the image capture device. For example, a captured image of the surface 505 or substrate 503 can be compared to a reference image of known roughness to estimate or measure the target surface roughness. Other sensors can also be used to assess the surface roughness.

[0080] The substrate sensor 502 may further include a surface composition sensor 510. Any suitable surface composition sensor or sensors may be utilized, such as at least one of a near-infrared spectroscopy (NIRS) sensor, a UV-VIS sensor, a Fourier transform infrared spectroscopy (FTIR) sensor, an X-ray fluorescence (XRF) sensor, a photo-stimulated electron emission (OSEE) sensor, or a laser-induced breakdown spectroscopy (LIBS) sensor, or any other optical or physical spectroscopic sensor. Measurements may be taken over the entire range of the instrument, over one or more portions of such range, or over a discrete segment of the spectrum. Exemplary physical spectroscopic sensors include acoustic spectroscopic sensors such as ultrasonic probes, and vibration pickups, mechanical styli, and moisture sensors.

[0081] The substrate sensor 502 may further include a surface temperature sensor 512 (which may include a non-contact infrared temperature sensor) that may help determine if the substrate 503 is at a temperature most conducive to bonding with tape or adhesive (e.g., liquid adhesive). This temperature may vary depending on ambient conditions and previous storage temperature, as well as other factors. In one or more embodiments, the surface temperature sensor 512 may be a non-contact sensor to avoid contamination or deformation of the surface.

[0082] Liquid adhesives in this patent refer to liquid or paste structural or semi-structural adhesives used in the assembly process, such as one- or two-part epoxies, urethanes, acrylics, silicones, and similar adhesives.

[0083] Other surface sensors 502 may use monochromatic light, lasers, or LEDs in a selected spectral region to sample a subset of the electromagnetic spectrum (e.g., a particular wavelength or band of wavelengths, preferably within the UV-VIS-NIR-IR region) and discover or identify specific contaminants based on the contaminant spectral signature within the sampled subset of the spectral region.

[0084] The substrate sensor 502 may further include a UV fluorescent sensor 514 that is triggered by an appropriate UV light shining on the surface. Such a sensor 514 may detect the presence or amount of primer, or the presence of sufficient primer, by using an ultraviolet (UV) sensor to detect and measure the UV additive in the primer.

[0085] The surface characterization module 500 may further include a tape sensor 516 for detecting a property, condition, or parameter of the tape 518. The tape sensor 516 may include a visual contamination sensor 520 and a surface temperature sensor 522. The visual contamination sensor 520 and the surface temperature sensor 522 may be similar to, the same as, or collocated with the visual contamination sensor 504 and the surface temperature sensor 512, which measure similar properties of the substrate 503 to which the tape is adhered during a tape application operation 524.

[0086] The at least one characteristic of the surface 505 of the substrate 503 detected by the sensor 502 may include any suitable characteristic or characteristics, such as the presence of a primer on the surface 505 of the substrate 503, surface temperature, dust, debris, surface contamination, surface wetness, and other sensors.

[0087] A sensor such as the substrate sensor 502 can provide an output signal 526 to a corrective device 528 configured to provide corrective treatment to the substrate 503 or perform other corrective functions. Corrective functions can include surface treatment processes including solvent cleaning modules, wiping, scrubbing, dust and debris removal, polishing modules, plasma treatment devices, flame treatment devices, laser treatment devices, corona treatment devices, ultrasonic treatment devices, or other treatment processes such as heating the substrate. These corrective processes are designed to clean the surface and / or increase the surface energy or wettability of the substrate 503 for improved adhesion of the tape or adhesive to the substrate. Similarly, the tape sensor 516 can provide an output signal 530 to the corrective device 528. The signals 526 and 530 can include visual or audio indications to alert the operator to use the corrective device 528 to apply a treatment to the substrate 503 or tape 518. The surface characterization module 500 can record these and other data for troubleshooting purposes or to determine environmental parameters to be set in future bonding processes.

[0088] The surface characterization module 500 may further include a processor 501 coupled to at least one of the tape sensor 516 or the substrate sensor 502. In some examples, the processor 501 may be coupled to two or more of the tape sensor 516 or the substrate sensor 502. The processor 501 may determine at least one surface quality parameter of the surface 505 based on measurements (e.g., values ​​provided by the sensor) of the sensor 502, and determine at least one downstream or upstream processing parameter for the surface bonding application based on the at least one surface quality parameter. The at least surface quality parameter may include any suitable parameter, such as temperature, roughness, surface energy, debris, contaminants, etc.

[0089] Further, the process parameters may include any suitable parameters, such as environmental temperature, amount of force, process speed, primer application, surface heating, polishing adjustments, cleaning process, etc. The processor 501 may provide instructions for corrective actions to take in response to detection of a poor surface quality condition. As used herein, the phrase "poor surface quality condition" means any condition that may adversely affect adhesion of the tape or adhesive to the substrate surface. The instructions may include recommendations to adjust the surface polishing process or perform any other process on the surface of either the tape, substrate, or liner, or any combination thereof. The instructions may include recommendations to service the primer applicator system. The instructions may include recommendations for potential corrective actions or cleaning or treating the substrate to which the tape is applied. The instructions may include recommendations to adjust a surface treatment process of at least one of the tape or substrate to which the tape is applied. Other recommendations may also be provided, such as at least one of cleaning the substrate, priming the substrate, surface treating the substrate, plasma or corona treating the substrate, polishing the substrate, heating the substrate, or drying the substrate. The above examples are not intended to limit the number or nature of the corrective action recommendations provided by the processor 501. In one or more embodiments, the processor 501 is further configured to control a machine or module (e.g., the surface cleaning module 102 of the system 100 of FIG. 5) configured to execute the selected corrective action using any suitable technique.

[0090] The processor 501 may be further configured to identify a surface composition of the surface 505 of the substrate 503 based on values ​​provided by the sensor 502 using any suitable technique. For example, the surface composition of the surface 505 of the substrate 503 may be identified based on values ​​provided by a light absorption band sensor. If an unexpected surface composition is detected, the processor 501 may be further configured to provide a notification or feedback responsive to the detection of the unexpected surface composition. As used herein, the phrase "unexpected surface composition" refers to a surface material that is not expected, or a surface that is contaminated, e.g., a different surface than the one the tape was selected to conform to.

[0091] The processor 501 can be further configured to generate a prediction of a probability of success of the surface bonding application based on at least one surface quality parameter of the surface. Such a prediction of success can be determined using any suitable technique, for example, one or more of the techniques described herein with respect to the adhesive prediction system. The prediction of success of the surface bonding application can further be based on at least one of a particular tape or adhesive, a substrate composition, or at least one characteristic of the surface.

[0092] 10 is a block diagram of a sensor 600 for detecting a contact angle 610 (typically a water contact angle) and calculating the surface wettability or surface energy and surface roughness 604 of a substrate 503, according to some embodiments. The sensor 600 can perform the operations of one or both of the wettability sensor 506 and the surface roughness sensor 508 (FIG. 9).

[0093] Surface energy is the surface tension of a solid, typically measured in units of energy per unit length. Surface energy determines how a solid behaves in contact with other materials, and in the specific application of substrate 503, can determine how the substrate behaves in contact with a tape that is adhered to the substrate. Surface energy is usually indirectly estimated by wettability of the surface tests (e.g., contact angle, wetting tension, percent wetted area) and is known to correlate to surface energy and adhesion. Testing and detection can be done continuously, during spot checks, or periodically.

[0094] The sensor 600 receives as input a reference droplet 606. The droplet 606 may contain a UV fluorescent material that fluoresces when exposed to UV light, making the droplet more visible (considering the need to avoid contamination and the ability to remove the droplet from the article surface). The droplet 606 may be of one or more different types and have known surface tensions. In an embodiment, the droplet 606 may comprise a polar liquid (typically water).

[0095] A droplet 606 is applied to the substrate 503 to be tested. A camera 608 can be used for visual or computer-based inspection to observe or measure or estimate the contact angle with the substrate 503. The contact angle, in an exemplary embodiment, is the angle formed between the droplet 606 and the substrate 503 at the three-phase contact point where the solid-liquid interface and the liquid-gas interface meet. A surface with higher energy is more wettable for a given liquid with a lower contact angle, and a surface with lower energy is less wettable for a given liquid with a higher contact angle. Thus, wettability measurements (e.g., contact angle measurements) can be correlated with surface energy and adhesion values. In another example, wettability can be estimated by controlling the deposition of a known number of droplets onto a surface, followed by capturing images of the surface and determining the amount of surface area covered by the droplets.

[0096] Water contact angle measurements are a very effective technique for detecting and determining silicone oil contamination on surfaces. The change in water contact angle can be used to determine the amount of contamination on a surface.

[0097] Surface roughness 604 can be measured by subjective observation by an operator using camera images captured by camera 608. Other methods for estimating contact angle, surface roughness, surface energy, or wettability can also be used.

[0098] Tape roll splicing station 11 illustrates a tape roll splicing apparatus 700, according to some embodiments. The tape roll splicing apparatus 700 can include a spool (e.g., at least two tape core holders) for holding at least two rolls of double-sided tape, and a mechanism for unwinding multiple rolls of tape and splicing a new (or full) tape roll 702 to an exhausted (or nearly exhausted) tape roll 704 for continuous operation and reduced tape roll change time. The multiple rolls of tape can include double-sided tape, for example, foam tape.

[0099] The tape roll splicing apparatus 700 is intended to help operators solve the problem of tape roll changes being required so frequently that a production or assembly line stops or slows down, reducing throughput and decreasing operator profits. Typical double-sided and foam tape rolls are approximately 36-72 linear yards long. In manual tape splicing systems, an operator typically detects the need to replace a used up or nearly used up tape roll. The operator typically stops or slows down the line speed for other processes outside the tape application system or downstream of the tape application (e.g., the point at which the tape is applied to a surface). The operator then cuts off one or both of the used up or nearly used up tape roll and the new tape roll and manually performs the splice (e.g., "butt splice") onto the new roll. Manual tape splicing systems are prone to error. For example, the new tape roll 702 may become misaligned with the used up tape roll 704 after splicing during splicing. Manual tape splicing is also relatively slow and can take several minutes to splice with the line stopped.

[0100] The tape roll splicing apparatus 700 of one or more embodiments addresses these and other problems, reducing the time to load a new roll of tape and allowing for automated threading of the tape roll through mechanisms used downstream in the tape application process. The tape roll splicing apparatus 700 can operate on a variety of widths and thicknesses of tape, as opposed to level wound rolls of tape that are limited to a specific width, thickness, length, and liner type and may require a specific manufacturing process. Additionally, the tape can be supplied as a cartridge that facilitates the act of threading or pre-threading the tape through the mechanisms.

[0101] The tape roll splicing apparatus 700 according to embodiments may include a roll sensor 706 configured to detect a depleted condition of at least a first roll of tape (e.g., the depleted tape roll 704). Although not shown, the apparatus 700 may include a second roll sensor for detecting depletion of a new roll of tape. In some embodiments, instead of or in addition to the roll sensor 706, software, hardware, or other control systems, remote or local to the tape roll splicing apparatus 700, may determine the approximate tape remaining on the roll based on the amount of material previously processed. In some examples, this estimation may be made as part of the control logic of the unwinding unit. The roll sensor 706 may include an optical sensor. Additionally or alternatively, the roll sensor 706 may include a mechanical arm configured to detect an empty roll when the diameter of the depleted tape roll 704 falls below a threshold. Additionally or alternatively, the roll sensor 706 may include a weight detector for detecting the weight of the depleted tape roll 704. The roll sensor 706 or a separate roll sensor (not shown in FIG. 11 ) can detect the status of other tape rolls, such as a new tape roll 702 or other tape rolls in a system having three or more tape rolls. The roll sensor 706 or control circuitry in contact with the roll sensor 706 or other portions of the tape roll splicing apparatus 700 can detect or determine the amount of time or distance 708 that the splice should take place. The end of tape on the used up tape roll 704 can be estimated using a sensor that indicates how much tape has been dispensed, such as a 36 yard roll cutting off at 36 yards.

[0102] In response to the roll sensor 706 detecting an empty condition of a roll of tape (e.g., the spent tape roll 704), the cutting mechanism 710 can cut the spent tape roll 704 at a trailing edge of the spent tape roll 704. The cutting mechanism 710 can cut the spent tape roll 704 at an angle relative to the length and width of the tape. For example, the cutting mechanism 710 can cut the spent tape roll 704 parallel to the trailing or leading edge of each of the spent tape rolls 704 or perpendicular to the longitudinal edge. The new tape roll 702 is pre-cut at the time of manufacture. In an embodiment, the angle of each cut should be substantially the same to minimize gaps between each piece of tape after splicing. The tape splicing process is designed to produce a splice with minimal gaps between the tape pieces or no overlap of the tape pieces.

[0103] The splicing mechanism can splice the leading edge of the new tape roll 702 (or other tape rolls in the system (not shown)) to the trailing edge of the spent tape roll 704 .

[0104] A tape tab 712 may be created on the new tape roll 702. The tape tab 712 is used to butt splice the new tape roll 702 to the spent tape roll 704. The tape tab 712 may be created manually or automatically in advance before the new tape roll 702 is loaded into or onto the tape roll splicing apparatus 700.

[0105] In one or more embodiments, one or more of the tape rolls 702, 704 or other tape rolls (not shown in FIG. 11) may include an adhesive and a liner as shown in FIG. 7. In an example, the spliced ​​spent roll 704 and new roll 702 are fed into a nip roll mechanism having at least two nip rolls 714, 716 for liner splicing, as described above with reference to FIGs. 7 and 8 herein.

[0106] Figure 12A illustrates one type of liner butt splice according to some embodiments. Figure 12B illustrates another type of butt splice identified as a functional splice according to some embodiments. Either type of splice can be referred to as a butt splice. Figure 12C illustrates preparation for a butt splice according to some embodiments.

[0107] In FIG. 12A, the tape can include, for example, a double-sided acrylic foam 800 and a tape liner 802, and can include one tape piece 804 bonded to another tape piece 806, for example, an acrylic foam 808 and a tape liner 810. The double-sided acrylic foam 800, 808 can typically have a thickness of up to about 6.0 millimeters. In examples, the double-sided acrylic foam 800, 808 can have a thickness of greater than 1.6 millimeters. The tape liners 802, 810 can be less than about 0.25 millimeters thick, although in some embodiments, the tape liners 802, 810 can be up to about 0.5 millimeters thick. The tape pieces 804 and 806 can have a gap 811 of less than about 3.2 millimeters (1 / 8 inch), or less than about 1.6 millimeters (1 / 16 inch), depending on the type of tape and the application. Gap 811 helps prevent or eliminate overlapping ridges in the spliced ​​tapes, which can reduce or eliminate jamming and other problems further downstream from tape roll splicing apparatus 700 (FIG. 11). However, gap 811 should be minimized to maintain liquid tightness, bond consistency, and integrity between tape pieces 804 and 806.

[0108] A tab 812 including an adhesive portion 814 for bonding to the tape liners 802, 810 and tape film backing 816 can be applied over the gap 811. In an embodiment, the tab 812 can be centered over the gap 811, although the embodiment is not so limited. In an embodiment, the portion 814 can include a silicone-based pressure sensitive adhesive (PSA) and the tape film backing can include polyester (PET). The bond according to Figure 12A can be referred to as a liner butt bond in that only the liners are bonded and not the tape itself.

[0109] FIG. 12B shows a splice where both the liner and tape are bonded separately. The bonded liner can be removed and the tape is still bonded together and continuous. In FIG. 12B, a tape including a double-sided foam 800 (e.g., an acrylic foam tape, but the embodiment is not limited thereto) and a tape liner 802 can include one tape piece 804 bonded to another tape piece 806 including an acrylic foam 808 and a tape liner 810. A bonded tape tab 812 can include an adhesive portion 814 for bonding to the tape liners 802, 810 and a tape film backing 816 and can be applied over the gap 811. In an embodiment, the bonded tape tab 812 can be centered over the gap 811, but the embodiment is not limited thereto. In an embodiment, the portion 814 can include a silicone-based or compatible pressure sensitive adhesive (PSA) and the tape film backing can include polyester (PET). The bond according to FIG. 12A can be referred to as a liner butt splice or the like.

[0110] As in FIG. 12B, the tape pieces 804 and 806 can have a gap 811 of less than about 3.25 millimeters, or less than about 1.63 millimeters, or about 1 / 16 inch, depending on the type of tape and application. The gap 811 helps prevent or eliminate bulging of the spliced ​​tape, which can reduce or eliminate clogging or other problems further downstream from the tape roll splicing apparatus 700 (FIG. 11). However, a second tab 820 including an acrylic (or the same or similar adhesive used on the double-sided foams 800 and 808) PSA 822 and a compatible backing material (in some examples, a polyester or polymer film and adhesive) 824 can be applied to bond the foam portions on the opposite side of the tape pieces 804, 806. A bond according to FIG. 12B can be referred to as a functional bond or a functional butt bond.

[0111] In FIG. 12C, the two pieces of tape 804 and 806 are shown before splicing occurs. The same element numbers in FIG. 12C refer to the corresponding elements in FIG. 12B. At 824, a force is applied to the tab 812 in a direction toward the splice table 826. The splice table 826 may be a movable sled or carriage. The splice table 826 provides a counter force to the automatic force provided at 824 during application of the tab 812. The splice table 826 includes guides to maintain the tape pieces 804, 806 in splice position and alignment. The splice table may be coated with a release coating or similar surface to minimize adhesion of the tab 820. Thus, the tab 812 contacts the tape liner 810 of the tape piece 806, thereby forming a liner butt splice, splicing the tape piece 804 to the tape piece 806 to provide a continuous roll of tape. Similarly, the tab 820 contacts and bonds to the acrylic foams 800 and 808, forming a functional bond.

[0112] 11, the tape roll splicing apparatus 700 may further include other circuitry 718 for communicating with other systems or for providing indicators. The circuitry 718 is described in more detail herein with respect to FIGS. 19 and 20. For example, the circuitry 718 may include an indicator mechanism that indicates an empty status of the spent tape roll 704 or other tape roll. As a further example, the circuitry 718 may include a communications interface and a processor coupled to the communications interface, which may provide signals to other elements of the system 100 (FIG. 5), including signals indicative of a desired speed of a manufacturing line associated with the tape roller splicing apparatus 700. This process may record the splicing time, tape identification information, day codes of the two input rolls of tape, and other applicable information.

[0113] Similarly, the improved roll changing and splicing system can also aid in various tape automation processes commonly known as semi-automatic push-through linear laminators (SLLs). These automated tools and processes, such as SLLs, are effective and are used to improve manual tape application operations, providing benefits in terms of quality, processing speed, and overall productivity and cost improvements. Linear laminators are commonly used to apply acrylic foam tapes and 3M™ VHB™ tapes to stiffeners and associated linear components.

[0114] FIG. 24 is a schematic side perspective view of one embodiment of a tape loading system 1900. All design considerations and possibilities discussed herein with respect to the tape loading system 106 of FIG. 5 apply equally to the tape loading system 1900 of FIG. 24. The system includes a base 1902 and / or frame 1904. The frame 1904 includes an arm 1906 and a first spindle 1908 and a second spindle 1910 connected to the arm. A first tape roll 1912 is connected to the first spindle 1908 and a second tape roll 1914 is connected to the second spindle 1910. The system 1900 also includes a tape splice module 1916 configured to slidably engage with the base 1902. The tape splice module 1916 can be configured to splice the planetary tape rolls continuously or near continuously. The tape splice module 1916 includes a table 1918 on which a splice can be formed.

[0115] The spindles 1908, 1910 may be slidably connected to the arm 1906 using any suitable technique such that the tape rolls 1912, 1914 may be independently repositioned along the arm. In one or more embodiments, the spindles 1908, 1910 may be connected to a track disposed within the arm 1906 by a slide connected to each spindle. In one or more embodiments, the spindles 1908, 1910 may be repositionably locked into position along the arm 1906. Although the system 1900 is shown as including two spindles 1908, 1910 and two tape rolls 1912, 1914, the system may include any suitable number of spindles capable of supporting any suitable number of tape rolls.

[0116] In general, typical linear tape input systems are relatively low cost and simple to operate. Such systems can also improve quality by being able to consistently and uniformly process large volumes of tape. However, manual roll changes are difficult and can require significant downtime of the system because these roll changes require multiple steps. For example, the roll change process requires an operator to stop the line, cut a roll of tape, and then remove the spent roll. The operator then installs a new roll of tape and adds tape tabs to the end for splicing. Once the new roll is ready, the operator takes the trailing end of the spent roll and attaches it to the end of the new roll by hand using the tape tabs, without alignment assistance.

[0117] Adding a second tape roll 1914 on a spindle 1910 to the arm 1906 and in-line tape splice module 1916 of the system 1900 can help align the end of the tape from the exhausted roll (first tape roll 1912) with the end of the tape of the new roll (second tape roll 1914). The new tape roll 1914 can be pre-loaded or loaded at a convenient time during the process. As shown in FIG. 25, once the first tape roll 1912 is exhausted, the in-line splice module 1916 can be slid into position for splicing and the exhausted end 1920 of the first tape roll can be aligned against edge guides 1922 and applied / pressed against the table 1918 of the module 1900. The second tape roll 1914 can be prepared for operation of the system 1900 by sliding the roll into position and locking it in place. A new tape end 1924 of the second tape roll 1914 can be similarly applied directly over the spent end 1920 on the splice table 1918. In one or more embodiments, a secured razor knife or other cutting device can be slid along a track directly over the two overlapping ends 1920, 1924, thereby cutting both layers. The adhesive forces of the tape hold the tape to the table 1918 of the splice module 1916. The two cut ends are removed and the two remaining ends are pushed into position on the splice table 1918. A knife cuts both ends simultaneously so both ends are in position for splicing and alignment. The operator then applies a piece of splice tape 1926 onto the liner directly over the splice line to form the liner butt splice. The tape is removed from the splice table 1918 and the table is slid out of the way.

[0118] In one or more embodiments, the system 1900 can slide a new roll of tape into place without having to move the spent tape roll, thus maintaining the same tape path as the spent tape roll 1912 is replaced with a new tape roll 1914. Additionally, the splicing table 1918 can be configured to produce a clean, aligned splice with few gaps that can be applied to the substrate without creating defects.

[0119] hand tape applicator FIG. 13 illustrates one embodiment of a hand tape applicator 900. The hand tape applicator 900 includes devices and circuitry to measure at least one of tape application force or position. The applicator 900 is intended to help an operator during manual application overcome the challenge of applying tape in a desired (e.g., linear) application to meet downstream process needs. Although described with respect to manual application of tape to a substrate, the tape applicator 900 may be utilized in automated operations as described further herein. In one or more embodiments, the tape applicator 900 may be utilized by an operator to apply tape to a substrate in a direction 902 toward the operator.

[0120] The applicator 900 can include a tape feed system 910 that feeds the tape forward around a tape core, and a liner take-up roll 908 as the liner is removed from the tape.

[0121] Exemplary devices and circuits can include guides (e.g., laser guides or vision-based sensors or mechanical guides) to guide the tape application linearly or along specific locations, as described further herein. For example, the guides can indicate the direction 902 in which the tape applicator 900 is applying the tape and where the tape should start and end on the substrate. Vision-based sensors can help detect oil, rust, debris, or other contaminants, or detect primers or other materials on the surface to which the tape is applied. Additionally, one or more sensors of the multi-function surface characterization module 104 of FIG. 5 can be connected (wired or wirelessly) to the tape applicator 900. In one or more embodiments, the applicator 900 can receive input from the surface characterization module 104.

[0122] The exemplary apparatus may further include a notification system that provides feedback regarding tape application force, alignment, substrate surface temperature, and other information. For example, audio or visual alarms may be used to provide feedback if the lamination force is below a threshold, if the lamination force is not uniform, if the tape should be checked for air bubble entrapment and other conditions, and corrective action may be taken as necessary. The force sensor 905 (FIG. 14) may include a sensor that detects the force across the length of the tape parallel or substantially parallel to the tape application, thereby measuring the force along the dispensing path. Additionally or alternatively, the force sensor 905 may measure the force across the width of the applicator 900 perpendicular or substantially perpendicular to the direction of tape application 902, thereby measuring the force across the width of the dispensing path. The force may be displayed in a graphical format along the dispensing path on the article, and may be recorded and documented for each identified article for later manufacturing quality control processes. If the force is out of specification, a light or signal may be emitted so that the operator and supervisor know about the problem. Optionally, the operator may take corrective action to correct the problem.

[0123] Audio or visual feedback can be provided if the alignment varies by a threshold from the desired alignment. Similarly, tape alignment can be recorded and displayed. Applicator 900 can include tape rollers 904. Tape applicator 900 can also include edge guides or other mechanisms for applying tape parallel to or along a desired edge or path. Exemplary apparatus can further include processing circuitry and memory for data collection and for communication with other edge devices, clouds, or other processing systems remote or local to the tape applicator or downstream processes. Data collection can be applied to quality control processes.

[0124] The tape applicator 900 can be mounted to pivot with various degrees or planes of motion, for example, to apply tape on uneven surfaces or around corners. The tape applicator 900 can be designed with attachment mechanisms 906 for attachment to various handling systems. The tape applicator 900 can be configured to run either in front of or behind the operator.

[0125] For fully manual operation, the tape applicator 900 can be designed with one or more ergonomic handles 1012 for easy manipulation and guiding, as well as applying force to the tape. The tape applicator 900 can be operated with two separate handles for two-handed operation, for example, one handle for guiding the tape and the other handle for applying force, as described further herein. Additionally, one or both of the ergonomic handles can be repositionable or adjustable to be customized for the operator or application.

[0126] In a typical operation, the first step is to apply the double-sided adhesive tape to an article. Once applied, the liner of the tape is removed to attach a second article. In one or more embodiments, this second operation may require that a second article be attached / bonded to the tape with similar force and adhesive contact. Typically, the operator utilizes a second roller tool to apply force to the second article for bonding. For another improvement and advantage, this same tape applicator 900 can be designed with a roller and a retractable tape applicator roll, allowing the tape applicator to be used as a force roll for the second step in the tape bonding operation. The operator not only experiences the convenience of one tool, but also gets the same ergonomic benefits of two handles and force monitoring sensors.

[0127] In some exemplary embodiments, the tape applicator 900 can include a mechanism such as a handle 1012 for manually applying the tape. In at least these embodiments, guides can be provided for aligning the tape during tape application.

[0128] Figure 14 shows further details of a tape applicator 900 according to some embodiments. Although described with respect to the hand tape applicator 900 of Figure 13, the various elements and components described with respect to Figure 14 apply equally to the hand tape applicator 2000 of Figures 26-27 and the hand tape applicator 2100 of Figure 28. As shown, the hand tape applicator 900 can include an electronic tool component 1000 and a mechanical tool component 1002.

[0129] The machine tool component 1002 can include a mounting mechanism 906. The mounting mechanism 906 can include a universal receiver that can be designed to mount to a robotic system or an XYZR table or platform. The XYZR table holds the surface to be taped and can rotate about multiple axes for tape application at various angles (in another embodiment, the tape applicator can translate and rotate about the article). The tape applicator 900 can include an adjustment mechanism 1004 to adjust for different tape widths and lengths. The machine tool component 1002 can include actuators such as a cutting mechanism 1008 that separates a portion of the tape from the tape roll, a liner removal mechanism 1010 that lifts a corner of the tape liner for liner removal, force modifiers such as actuating cylinders that balance the force, and other elements such as ultrasonic horns, heaters, and other mechanisms designed to modify tape application variability. Additionally, an ergonomic handle 1012 can be added. The machine tool component 1002 can further include a laminator 1014 for laminating a liner or other material to the tape.

[0130] The electronic tool component 1000 can include a sensor 1006 for detecting the presence of tape or for detecting vibrations, heat, ultrasonic sources, the presence of moisture, or other environmental factors and conditions. In one or more embodiments, the sensor 1006 can include a tape roller sensor configured to detect the number of revolutions of a tape roller as the hand tape applicator 900 applies tape to a substrate. Based on the number of revolutions detected by the tape roller sensor (or other suitable techniques, such as using a capacitance or laser distance measurement system), the processor 1016 can determine the length of tape applied to the substrate (i.e., the applied tape length). Alternatively, the rotation of other rollers in the applicator can be monitored to measure the length of tape applied.

[0131] The electronic tool component 1000 may further include a computation circuit 1016, which may include components such as a processor, memory, communication circuitry, audio / visual display circuitry, etc., as described in more detail herein with respect to Figures 19-20. The computation circuit 1016 may control various aspects and operations of the hand tape applicator 900 and provide communication to other systems and modules described with reference to Figures 5-6. The electronic tool component 1000 may further include imaging circuitry 1018, such as a camera, and a component 1020 for performing surface characterization, which may include or communicate with components of the multi-function surface characterization module 104 (Figure 5). The electronic tool component 1000 may be mounted on and integrated with other components of the hand tape applicator 900 or the machine tool component 1002.

[0132] 26-27 are schematic perspective and cross-sectional views of another embodiment of a hand tape applicator 2000. All of the design considerations and possibilities described herein with respect to the hand tape applicator 900 of Figures 13-14 apply equally to the hand tape applicator 2000 of Figures 24-25. For example, the tape applicator 2000 can include one or more of the mechanical tool components 1002 and electronic tool components 1000 as described herein with respect to Figure 14.

[0133] The hand tape applicator 2000 includes a body 2002, a spindle 2004 connected to the body and configured to receive a tape roll 2006 including a tape 2008, and an ergonomic handle 2036 connected to the body. The applicator 2000 also includes a roller mechanism 2012 connected to the body 2002 and configured to apply the tape 2008 to a substrate 2010. The roller mechanism 2012 includes a head 2014 and a tape roller 2016, the tape roller extending along a roller axis 2001 between a first end 2018 and a second end 2020 of the tape roller. The tape roller 2016 is connected to the head 2014 at each of the first end 2018 and the second end 2020. The applicator 2000 further includes a force sensor 2022 connected to the tape roller 2016 and the head 2014, the force sensor configured to detect a force between the tape roller and the head and provide a signal indicative of the force. The hand tape applicator 2000 can be configured to apply the tape 2008 to the substrate 2010 along any suitable direction. In one or more embodiments, the applicator 2000 is configured to apply the tape along a direction 2003 away from the operator.

[0134] The body 2002 of the applicator 2000 can comprise any suitable material and take any suitable shape. Additionally, the spindle 2004 can be connected to the body 2002 using any suitable technique such that the spindle is configured to rotate relative to the body. The spindle 2004 can be configured to receive the tape roll 2006 using any suitable technique. For example, the tape roll 2006 can be friction-fitted onto the spindle or can be mechanically connected to the spindle. Any suitable tape roll 2006 and tape 2008 can be utilized with the applicator 2000, for example, tape 2 of FIG. 1. Additionally, the tape 2008 can have any suitable dimensions. In one or more embodiments, the tape 2008 can have a width of at least 0.25 inches and no more than 6 inches, but typically less than 2 inches.

[0135] Also connected to the body 2002 is an ergonomic handle 2036. As used herein, the phrase "ergonomic handle" means that the handle is perceived by the operator to be comfortable to grasp, hold, guide, or carry. In one or more embodiments, the applicator may include a second handle 2037 also connected to the body 2002. Although shown as including two handles 2036, 2037, the applicator 2000 may include any suitable number of handles connected to any suitable portion of the body 2002. Further, the handles 2036, 2037 may include any suitable handle, e.g., a pistol grip, a shovel, etc. In one or more embodiments, at least one of the handle 2036 or the second handle 2037 may be reconfigurable to accommodate different users, e.g., the handle may be repositionable on the body 2002 of the applicator 2000. Further, in one or more embodiments, at least one of the handle 2036 or the second handle 2037 is also configured to connect the applicator 2000 to an automated tape application system, such as the modular tape application system 100 of FIG. 5. In one or more embodiments, the handle 2036 (and / or the second handle 2037) can include an actuator 2026 for actuating a cutting mechanism 2038, which can be connected to the body 2002, as further described herein. In one or more embodiments, the actuator 2026 can be an electric actuator or can be mechanically operated, configured to actuate the cutting mechanism 2038. In one or more embodiments, at least one of the handles 2036, 2037 is configured to be adjustable to allow an operator to apply a force to the substrate 2010 with the tape applicator 2000. In one or more embodiments, at least one of the handles 2036, 2037 can be either removable, adjustable, or pivotable such that the handle can assume a stored position, such as that shown in FIG. 26, where the second handle is in a stored position.

[0136] The roller mechanism 2012 is also connected to the body 2002 and is configured to apply the tape 2008 to the substrate 2010, as shown in FIG. 27. The head 2014 of the roller mechanism 2012 can take any suitable shape and can be connected to the body 2002 using any suitable technique. In addition, the head 2014 can be connected to the tape roller 2016 using any suitable technique. As shown in FIG. 27, a first end 2018 of the tape roller 2016 is connected to the head 2014 by a first connector 2028 and a second end 2020 of the tape roller is connected to the head by a second connector 2030. The first connector 2028 and the second connector 2030 can be connected to the roller 2016 such that the roller can rotate about the roller axis 2001 as the tape 2008 is applied to the substrate 2010.

[0137] The first connector 2028 and the second connector 2030 can include any suitable pattern. In one or more embodiments, at least one of the first connector 2028 or the second connector 2030 can include at least one of a spring, a hinge, a shock absorber, or a strut such that the force between the head 2014 and the tape roller 2016 can remain substantially constant, i.e., maintain a substantially constant force, as the tape 2008 is applied to the substrate 2010. As used herein, the phrase "substantially constant force" means that the force between the head and the tape roller is about + / - 50% or less of a target force, or more preferably, + / - 30% or less of a target force. In one or more embodiments, the first connector 2028 and the second connector 2030 can be configured to self-balance or level the tape roller 2016 with the substrate 2010 to maintain a relatively uniform force across the width of the tape 2008 as the tape is applied to the substrate. As used herein, the phrase "relatively uniform force" means that the difference in force applied to the tape and substrate is about + / - 30% or less across the width of the applied tape 2008, and more preferably about + / - 15% or less. The target force can be input by an operator into the processor 2024. In one or more embodiments, the processor can be configured to determine a target force that achieves at least 75% adhesive contact to the substrate surface, or more preferably approaches 85%, and most preferably aims for 100% contact, based on at least one of the tape width, tape type, tape thickness, substrate surface condition, surface texture, or surface temperature.

[0138] In one or more embodiments, the first connector 2028 can include a first actuator and the second connector 2030 can include a second actuator. In one or more embodiments, at least one of the first connector 2028 or the second connector 2030 can include an actuator in combination with at least one of a hinge, a shock absorber, or a strut. Each of the first and second actuators can include any suitable actuator, e.g., a linear actuator, adapted to adjust the force between the head 2014 and the first and second ends 2018 and 2020 of the tape roller 2016, respectively. In one or more embodiments, the processor 2024 of the hand tape applicator 2000 can be configured to independently actuate the first and second actuators to adjust the force between the head 2014 and the first and second ends 2018 and 2020 of the tape roller 2016, respectively, i.e., the processor can control the actuators independently of one another. The processor 2024 can be further configured to vibrate the first and second actuators such that the tape roller 2016 is vibrated or struck while applying the tape 2008 to the substrate 2010. Such vibration can improve wet-out of the tape 2008 as it is applied to the substrate 2010. Additionally, such vibration can also impart structure to the underside of the tape 2008, which can aid in air venting for a secondary bond application performed on the tape.

[0139] The tape roller 2016 may include any suitable roller or rollers. In one or more embodiments, the tape roller 2016 includes an axle 2032 and a roller pad 2034 disposed on the axle. In one or more embodiments, the roller pad 2034 is integral with the axle 2032, i.e., manufactured as a single piece. The axle 2032 is configured to be rotatably connected to the first connector 2028 and the second connector 2030. Furthermore, the roller pad 2034 may include any suitable material, preferably an elastomeric material, such as rubber, a polymer (e.g., an elastomeric material), a foam, or the like. In one or more embodiments, an outer surface of the roller pad 2034 may be conformable or include a foam or foam-like property to improve compatibility of the tape roller 2016 with the substrate 2010. Furthermore, the roller pad 2034 may take any suitable shape, such as a cylindrical shape. In one or more embodiments, the roller pad 2034 can assume a circular shape in a plane perpendicular to the roller axis 2001. In one or more embodiments, the roller pad 2034 is compressible and can assume a curved shape in the perpendicular plane parallel to the roller axis to conform to the surface 2011 of the substrate 2010.

[0140] The roller mechanism 2012 can include any suitable number of rollers. For example, FIG. 28 is a schematic side view of another embodiment of a hand tape applicator 2100. All of the design considerations and possibilities described herein with respect to the hand tape applicator 2000 of FIGS. 26-27 apply equally to the hand tape applicator 2100 of FIG. 28. One difference between the hand tape applicator 2100 of FIG. 28 and the hand tape applicator 2000 of FIGS. 26-27 is that the applicator 2100 includes a roller mechanism 2112 having a first tape roller 2116 and a second tape roller 2134, each roller connected to a head 2114. In the embodiment shown in FIG. 28, the first tape roller 2116 is configured to apply the tape 2108 to the substrate 2110, and the second tape roller 2134 is configured to apply a force to the tape after the tape has been applied to the substrate. In one or more embodiments, the first tape roller 2116 can be configured to apply a force to the tape 2108 after the tape has been applied to the substrate 2110, and the second tape roller 2134 can be configured to apply the tape to the substrate. Further, in one or more embodiments, at least one of the first tape roller 2116 or the second tape roller 2134 can be removable or pivotable such that the respective tape roller does not contact the substrate 2110 or the tape 2108 being applied to the substrate.

[0141] Additionally, another difference between the hand tape applicator 2100 and the hand tape applicator 2000 is that the applicator 2100 includes a laser guide 2150 configured to provide a direction in which the tape 2108 is applied to the substrate 2110. Although not shown in FIGS. 26-27, the hand tape applicator 2000 may also include a laser guide or multiple laser guides. The laser guide 2150 may include any suitable laser or multiple lasers. Additionally, the laser guide 2150 may be located at any suitable location or multiple locations on at least one of the body 2012 or the roller mechanism 2112. In one or more embodiments, the laser of the laser guide 2150 may be located in front of the first roller 2116 such that the first roller is between the laser guide and the handle 2136. In one or more embodiments, the laser guide 2150 may include one or more additional lasers that may be located on at least one side of the body 2102 or the roller mechanism 2112 to provide lane markings or lines.

[0142] For example, in one or more embodiments, the laser guide 2150 can provide lane markings 2117 projected onto the substrate 2110 to aid the operator in applying the tape 2108 in at least one of a desired location or orientation on the substrate 2110. In one or more embodiments, the laser guide 2150 can project two lane markings 2117 onto the substrate 2110 in front of the first roller 2116 to indicate the desired direction in which the tape 2108 is to be applied. In one or more embodiments, the circuit (i.e., the circuit 1016 of FIG. 14 ) can provide feedback to the operator as to whether the tape 2108 is being applied within the lane. Additionally, in one or more embodiments, the laser guide 2150 can indicate a start and stop point of the applied tape. In one or more embodiments, the circuit 1016 can control where the start and stop points are projected onto the substrate 2110 by the laser guide 2150.

[0143] Returning to FIGS. 26-27, the applicator 2000 also includes a force sensor 2022 connected to the head 2014. The force sensor 2022 is configured to detect a force between the tape roller 2016 and the head 2014 and provide a signal indicative of the force. The force sensor 2022 may include any suitable force sensor or sensors, such as force sensors, flexure beam based sensors, piezoelectric sensors, etc. In one or more embodiments, the force sensor 2022 includes a first sensor connected to a first end 2018 of the tape roller 2016 and a second sensor connected to a second end 2020 of the tape roller. The first sensor may be configured to detect a first force between the first end 2018 of the tape roller 2016 and the head 2014, and the second sensor may be configured to detect a force between the second end 2020 of the tape roller and the head. In one or more embodiments, the force sensor 2022 can be configured to determine a resultant force between the tape roller 2016 and the head 2014 based on the first force and the second force.

[0144] In one or more embodiments, the hand tape applicator 2000 may also include a processor 2024 configured to receive signals from the force sensor 2022 and provide feedback to the operator regarding the force. Any suitable feedback may be provided to the operator, for example, the feedback described herein is provided by the force sensor 905 of the tape applicator 900 of FIGS. 13-14. The processor 2024 may also be configured to adjust the force between the tape roller 2016 and the head 2014 to apply a selected force or force per unit width to the tape 2008 as it is placed on the substrate 2010. The processor 2024 may utilize any suitable technique to adjust the force between the tape roller 2016 and the head 2014. Additionally, the width of the tape 2008 to be applied to the substrate 2010 may be input into the processor 2024 by the operator, or a sensor connected to the processor may be configured to detect the width of the tape 2008 being applied to the substrate 2010. Based on the width of the tape 2008 and the force between the head 2014 and the tape roller 2016, the force per unit width can be calculated and adjusted by the processor 2024 using any suitable technique such that the force per unit width remains within a selected range. In one or more embodiments, the force per unit width can be greater than or equal to about 3 lbs / in and less than or equal to about 50 lbs / in. In one or more embodiments, the surface characterization module 104 (FIG. 5) and the surface preparation module 112 are connected to the data acquisition equipment 208. The surface characterization module 1020 can be configured to characterize the surface quality of the surface 2011 of the substrate 2010 prior to application of the input tape 2008. The force between the tape roller 2016 and the head 2014 of the hand tape applicator 2000 can be adjustable based on the surface quality of the surface 2011 of the substrate 2010.

[0145] Additionally, the processor 2024 can be configured to record or map the force signal from the sensor 2022 with respect to position along the applied tape length using any suitable technique. As used herein, the term "applied tape length" means the length of tape 2008 applied to the surface 2011 of the substrate 2010. A map of the force signal along the applied tape length can be provided to the operator showing the variation in force applied to the tape 2008 as the tape is placed on the surface 2011 of the substrate 2010. For example, a 3D model of the substrate 2010 can be input into the circuit 1016 (FIG. 14) along with the desired location where the tape 2008 is to be placed. The hand tape applicator 2000 can then use the circuit 1016 to sense the location and utilize a tape roller sensor as described herein to sense the distance traveled by the applicator. Such information can be utilized by the circuit 1016 to provide a 3D representation of the tape application. The cutting mechanism 2038 can also be controlled by the circuitry 1016 to automatically dispense a particular length of tape provided to the process 2024 once the applicator 2000 begins application 2008 to the substrate 2010.

[0146] As discussed herein, the roller mechanism 2012 may be connected to the body 2002 utilizing any suitable technique. For example, FIG. 29 is a schematic cross-sectional view of another embodiment of a hand tape applicator 2200. All of the design considerations and possibilities for the tape applicator 2000 of FIGS. 26-27 and the tape applicator 2100 of FIG. 28 apply equally to the tape applicator 2200 of FIG. 29. One difference between the tape applicator 2200 and the tape applicators 2000 and 2100 is that the applicator 2200 includes a pivot mechanism 2240 that connects the head 2214 of the roller mechanism 2212 to the body 2202 of the applicator. The pivot mechanism 2240 is configured to pivot the tape roller 2216 of the roller mechanism 2212 relative to the body 2202 using any suitable technique, preferably with a pivot of 5 degrees or less.

[0147] The pivot mechanism 2240 can include any suitable pivot mechanism. As shown in FIG. 29, the pivot mechanism 2240 includes a swivel 2242 connected to the body 2202 using any suitable technique. The pivot mechanism 2240 can also include one or more connectors 2244 connecting the pivot mechanism to the head 2214. The connectors 2244 can include any suitable connectors, such as springs or force cylinders, that allow the head 2214 to pivot relative to the body 2202 and balance the forces on each side of the tape roller 2216 regardless of the angle between the roller axis 2201 and the surface 2211 of the substrate 2210. Although not shown, the tape applicator 2200 can include one or more force sensors as described herein with respect to the force sensor 2022 of the applicator 2000 of FIGS. 26-27.

[0148] Returning to FIGS. 26-27, the hand tape applicator 2000 can communicate with the system 200 of FIGS. 5-6 and can load a profile of the particular adhesive or tape being applied to the substrate 2010. This profile can interact with the force sensor 2022 or other sensors connected to the applicator 2000 to determine how the sensor data relates to the force being applied to the tape 2008. A user interface connected to the applicator 2000 can also receive other data such as substrate and tape dimensions to calculate the desired force required to generate a target force on the tape 2008. Additionally, a centralized database connected to the applicator 2000 can provide traceability of the application process. For example, the surface characterization module 104 of FIG. 5 can record the surface condition and the hand tape applicator 2000 can record the application condition. These logs can be combined and analyzed by a processor to provide product and process recommendations.

[0149] In general, the various components and modules of the tape application system described in this application, as shown in Figures 9 and 14, are designed to improve common pain points experienced in the tape application process, regardless of the automation level. Some components and modules, such as the surface characterization module, can also solve pain points in the liquid structural adhesive process. These components and modules are designed to be high performance and help operators and supervisors to control and improve these processes. At the lowest level, the processor for each of the components and modules can provide a signal, such as a visible light, an audible signal, a tactile response, to the operator so that the operator knows that the process is drifting or out of specification and can take corrective action. These alerts for the components, modules, and processes can be recorded and logged onto a computer system to provide a record. They can also be sent to the supervisor in a convenient manner, such as an alert on a cell phone app, with process related information, at any level of detail. This information can be useful to train operators and take preventive and corrective actions for the various components, modules, and processes. The processor can control and chart key data and notify the operator that the process is out of control or drifting. Based on machine learning and data analysis, the processor can automatically determine if conditions are acceptable for either the tape or liquid structural adhesive bond based on historical modeling and then determine the necessary conditions / changes to be made to ensure an acceptable bond condition. For high level automated systems, the processor can determine the problem and automatically take corrective action to keep the product and process in control. At all levels, the processor can record data regarding the article, tape or liquid adhesive, date / time, lot, process conditions, etc., as well as the results for records and customer documentation for quality assurance departments and future issues.

[0150] Adhesive Prediction System The embodiments can provide a predictive modeling tool that uses appropriate analytical techniques, such as multivariate statistical approaches and predictive models, to drive iterative machine learning applications and predict the performance or success of a tape or adhesive bond (e.g., liquid adhesive). The performance of a tape or adhesive bond depends on the interaction between the tape or adhesive and the substrate of the article. While the adhesive behavior can be characterized based on the adhesive's chemistry and other properties, the properties of the substrate can change based on factors such as surface composition, finish, bulk polymer additives, surface treatments such as corona, primer, aging, storage conditions, and other factors. Some of these other factors can be determined by the surface characterization module 500 (FIG. 9). The embodiments described herein aim to predict adhesive performance based on collected data on the adhesive, the substrate, and any process for joining the two.

[0151] This prediction can be used to determine corrective actions to take to improve performance. In these and other embodiments, observed performance data can be iteratively fed back into the machine learning application to improve future predictions, for quality control, and other applications.

[0152] The embodiments provide an improvement over other modeling and quality control applications by not relying on manual operator input and data analysis. The embodiments can also provide for computerized development of equations describing the tape application process and surface characterization of the tape, adhesive, and substrate, as well as machine learning of new and additional aspects not previously considered by the operator.

[0153] Instruments are used to collect data about the substrate. These instruments include those described above with reference to the surface characterization module 500 (FIG. 9), such as instruments for detecting fluid contact angles (such as water contact angles) to help determine or estimate the surface energy, surface roughness, and topographical properties of a substrate, tape, or adhesive. The surface energy of a surface is a parameter that affects adhesive / substrate performance. For example, FIG. 15 shows a handheld device 1100 that measures the surface free energy of a surface of a substrate 1110. The device of FIG. 15 uses a liquid drop on a solid surface to measure the fluid contact angle.

[0154] A second set of data, such as Fourier transform infrared (FTIR) spectroscopy, may also be used to measure parameters of at least one of the adhesive or substrate in the sample embodiment, as FTIR spectroscopy is well suited to determine the identity of polymeric materials. FTIR spectroscopy is a technique used to obtain a far-infrared spectrum of the absorption or emission of a solid, liquid, or gas by measuring how much light the sample absorbs at each wavelength. In one or more embodiments, the FTIR spectrometer simultaneously collects high spectral resolution data over a wide spectral range by pressing the sample against a diamond crystal and collecting the absorption data. For example, FIG. 16 shows FTIR spectra 1200 and 1210 of two polypropylene samples. FTIR spectroscopy uses a Fourier transform to convert the raw data into an actual spectrum of the type shown in FIG. 16. Many other techniques can be employed to obtain a second data point(s), such as an electromagnetic or acoustic spectrum or a portion thereof, or to capture an array containing multiple data points, using direct contact or non-contact methods, as described in the multi-function characterization section.

[0155] Techniques such as multivariate analysis or machine learning can be used to understand how different factors and variables can affect each other, and embodiments can be used to understand how different properties and variables related to the adhesive, substrate, and tape application process can affect the quality of the adhesive bond. In the examples, partial least squares (PLS) techniques are used to build predictive models of adhesive performance due to the suitability of PLS ​​to data coming from analytical instruments (e.g., FTIR instruments, NMR instruments, etc.) commonly used in adhesive applications. However, embodiments are not limited to PLS techniques for multivariate analysis.

[0156] PLS regression is a statistical method to find a linear regression model by projecting predictor and observable variables into a new space. PLS is used to find the underlying relationship between two matrices (X and Y), i.e., a latent variable approach to model the covariance structure in these two spaces. The PLS model tries to find the multidimensional directions in X space that explain the maximum multidimensional variance directions in Y space. PLS regression is particularly suitable when the matrix of predictors has more variables than the observations and when there is multicollinearity between the X values.

[0157] The multivariate analysis can be performed in any of the systems (e.g., edge computing systems, central processors, or other systems) as described herein with reference to Figures 19 and 20. Thus, in an embodiment, a non-transitory computer-readable medium can include instructions that, when executed on a processor, cause the processor to perform multivariate analysis and prediction of substrate / tape or substrate / adhesive performance. An overview of such a process can be seen in Figure 17.

[0158] As shown, X variables representing substrate parameters are collected using various measurement techniques, such as FTIR spectroscopy or other surface characterization methods, to create a database 1300 including parameters for each substrate, such as polypropylene, polyethylene, polycarbonate, stainless steel, aluminum, red paint, nylon, glass, polymethyl methacrylate (PMMA), black acrylonitrile butadiene styrene (ABS), polyvinyl chloride (PVC), and parameters for each adhesive product, such as adhesive tape (e.g., by part number). The X variables may further include data or information provided by the multi-functional surface characterization module 104, as previously described herein. The Y variables may be collected, for example, by performing a peel test (e.g., a 90-degree peel adhesion test according to ASTM D3330) in 1310 to establish a main response for the adhesive tape on each substrate. This type of analysis may be used to create a predictive model at 1320 using a statistical package such as Unscrambler® available from Aspen Technology Company (Montclair, New Jersey, USA), Umetrics® available from Sartorius (Gottingen, Germany), and R, a free software environment for statistical computing and graphics available for download at https: / / cran.r-project.org, based on a set of variables that affect a measurable output parameter. For example, the performance of a tape / substrate or adhesive / substrate combination evaluated using the standard ASTM D3330 90 degree peel adhesion test may be used as the primary response. The resulting output variables may include a prediction of the performance of the adhesive bond. The two surfaces of interest are analyzed using selected techniques (surface energy and FTIR spectroscopy) and used as variables in the statistical package to create the predictive model 1320. The predictive model 1320 is then tested at 1330 by testing the substrate, and the process is repeated using additional samples to improve the predictive model 1320 as an iterative process over time.

[0159] Other predictors can be used depending on the particular application. For example, predictors can include failure mode predictors. Generally, adhesion is most often found to fail during lamination and depending on the strength of the bond, the two materials being bonded (e.g., adhesive and substrate) may separate. Results of any test can be fed back in a feedback loop to improve the predictive model.

[0160] The operations can further include generating a recommendation for a corrective action of the tape application process for the particular substrate tape. Additionally, the operations can include outputting at least one of the input variables or any other parameters of the predictive model, the test system, or the simulation of the taping application based on either the input variables or the test system or the predictive model.

[0161] Based on the input tape, substrate, and measured surface properties and input parameters, multivariate analysis predicts adhesive performance, such as peel adhesion. Based on this model, the system takes corrective actions to maximize and maintain adhesive performance. For example, maximum adhesive performance for double sided foam tape is achieved when the peel failure mode is foam split failure. The system takes corrective actions and adjustments to maintain adhesion values ​​above those required for foam split failure mode. Corrective actions can include initiating a solvent cleaning process, sanding the surface, plasma treating the surface, adding a primer to the surface, etc.

[0162] The input variables can indicate the type of substrate. For example, the input variables can include indicators for at least one of polypropylene, polyethylene, polycarbonate, stainless steel, aluminum, paint, nylon, and glass. The input variables can also indicate the type of tape or adhesive. The tape can include a pressure sensitive adhesive with or without additional adhesive or non-adhesive layers (however, embodiments are not limited thereto). A database can be used to store information regarding standard substrates and tape types. The input variables can include at least one of adhesive physical properties, adhesive thermal properties, adhesive electrical properties, adhesive cure properties, adhesive performance properties, adhesive durability properties, adhesive chemical resistance properties, adhesive rheological properties, adhesive viscosity, adhesive cure time, adhesive modulus, adhesive solvent resistance, adhesive composition, adhesive dispensing properties, adhesive use requirements, standardized testing or certification, environmental parameters, backing properties, and liner properties.

[0163] FIG. 18 is a chart showing the average measured peel values ​​versus the average predicted peel values ​​for various substrate / adhesive combinations. As shown, the predictive model was fairly accurate using the developed data set. However, as the Lexan sample 1400 shows, the predictive model was confounded by a thin layer with a lower surface energy, causing a contact angle that differed significantly from that expected. Such inaccuracies in the predictive model can be improved over time by using more samples to build the predictive model.

[0164] Computer equipment The devices and circuits of the surface feature determination module 104, tape splice module 108, expansion liner module 110, and tape applicator module 120 (FIGS. 5 and 6), as well as components of the computational circuitry 230 and data acquisition equipment 208 (FIG. 6), may be executed or partially executed on a computing system, such as an edge computing node. FIG. 19 illustrates an edge computing node according to some embodiments.

[0165] 19, edge computing node 1500 includes a computing engine (also referred to herein as "computing circuitry") 1502, an input / output (I / O) subsystem 1508, a data storage device 1510, a communication circuitry subsystem 1512, and optionally one or more peripheral devices 1514. In other embodiments, each computing device may include other or additional components typically found in a computer (e.g., a display, peripheral devices, etc.). Furthermore, in some embodiments, one or more of the illustrated components may be incorporated into or otherwise form part of another component.

[0166] The computational node 1500 may be embodied as any type of engine, device, or collection of devices capable of performing various computational functions. In some embodiments, the computational node 1500 may be embodied as a single device, such as an integrated circuit, an embedded system, a field programmable gate array (FPGA), a system on a chip (SOC), or other integrated system or device. In an exemplary embodiment, the computational node 1500 includes or is embodied as a processor 1504 and a memory 1506. The processor 1504 may be embodied as any type of processor capable of performing the functions described herein (e.g., executing an application). For example, the processor 1504 may be embodied as a multi-core processor(s), a microcontroller, or other processor or processing / control circuitry. In some embodiments, the processor 1504 may be embodied as, include, or be coupled to an FPGA, an application specific integrated circuit (ASIC), a reconfigurable hardware or hardware circuit, or other dedicated hardware to facilitate the performance of the functions described herein.

[0167] The memory 1506 may be embodied as any type of volatile (e.g., dynamic random access memory (DRAM) or non-volatile memory or data storage capable of performing the functions described herein. Volatile memory may be a storage medium that requires power to maintain the state of data stored by the medium. Non-limiting examples of volatile memory may include various types of random access memory (RAM), such as DRAM or static random access memory (SRAM). One particular type of DRAM that may be used in the memory module is synchronous dynamic random access memory (SDRAM).

[0168] In one embodiment, the memory device is a block addressable memory device, such as one based on NAND or NOR technology. In some embodiments, all or a portion of the memory 1506 may be integrated into the processor 1504. The memory 1506 may store various software and data, such as data used during operation of one or more applications, data manipulated by the application(s), libraries, and drivers.

[0169] The computing circuit 1502 is communicatively coupled to other components of the computing node 1500 via an I / O subsystem 1508, which may be embodied as circuits or components for facilitating input / output operations with the computing circuit 1502 (e.g., the processor 1504 or main memory 1506) and other components of the computing circuit 1502. For example, the I / O subsystem 1508 may be embodied as or otherwise include a memory controller hub, an input / output control hub, an integrated sensor hub, a firmware device, a communication link (e.g., a point-to-point link, a bus link, a wire, a cable, a light guide, a printed circuit board trace, etc.), or other components and subsystems for facilitating input / output operations. In some embodiments, the I / O subsystem 1508 may form part of a system-on-chip (SoC) or may be incorporated in the computing circuit 1502 along with one or more of the processor 1504, the memory 1506, and other components of the computing circuit 1502.

[0170] The one or more exemplary data storage devices 1510 may be embodied as any type of device configured for short-term or long-term storage of data, such as, for example, memory devices and circuits, memory cards, hard disk drives, solid state drives, or other data storage devices. Each data storage device 1510 may include a system partition that stores data and firmware code for the data storage device 1510. Each data storage device 1510 may also include one or more operating system partitions that store data files and executable files for an operating system, depending on, for example, the type of compute node 1500.

[0171] The communications circuitry 1512 may be embodied as any communications circuitry, device, or collection thereof capable of enabling communications over a network between the computing circuitry 1502 and another computing device (e.g., an edge gateway of an implementing edge computing system). The communications circuitry 1512 may be configured to perform such communications using any one or more communications technologies (e.g., wired or wireless communications) and associated protocols (e.g., cellular networking protocols such as 3GPP 4G or 5G standards, wireless local area network protocols such as IEEE 802.11 / Wi-Fi®, wireless wide area network protocols, IoT protocols such as Ethernet®, Bluetooth®, Bluetooth Low Energy, IEEE 802.15.4 or ZigBee®, low power wide area network (LPWAN), ultra wideband or low power wide area (LPWA) protocols, etc.).

[0172] The exemplary communications circuitry 1512 includes a network interface controller (NIC) 1520. The NIC 1520 may be embodied as one or more add-in boards, daughter cards, network interface cards, controller chips, chipsets, or other devices that may be used by the computing node 1500 to connect with another computing device (e.g., an edge gateway node). In some embodiments, the NIC 1520 may be embodied as part of a system-on-chip (SoC) that includes one or more processors, or may be included on a multi-chip package that also includes one or more processors. In some embodiments, the NIC 1520 may include a local processor (not shown) or local memory (not shown), both of which are local to the NIC 1520. In such embodiments, the local processor of the NIC 1520 may be capable of performing one or more of the functions of the computing circuitry 1502 described herein. Additionally or alternatively, in such embodiments, the local memory of the NIC 1520 may be integrated into one or more components of the client computing node at the board level, socket level, chip level, or other level.

[0173] Additionally, in some embodiments, each computing node 1500 may include one or more peripheral devices 1514. Such peripheral devices 1514 may include any type of peripheral device found on a computing device or server, such as an audio input device, a display, other input / output device, interface device, or other peripheral device, depending on the particular type of computing node 1500. In further embodiments, computing node 1500 may be embodied by a respective edge computing node (either a client, gateway, or aggregation node) within an edge computing system or similar form of appliance, computer, subsystem, circuit, or other component.

[0174] In a more detailed example, FIG. 20 illustrates a block diagram of example components that may be present in an edge computing node 1650 to implement the techniques (e.g., operations, processes, methods, and methodologies) described herein. This edge computing node 1650 provides a closer view of each component of the node 1500 when implemented as a computing device or as part of a computing device (e.g., as a computer, mobile device, server, smart sensor, control system, etc.). The edge computing node 1650 may include any combination of hardware or logical components referenced herein and may include or be coupled with any device usable with an edge communications network or combination of such networks. The components may be implemented as integrated circuits (ICs), parts thereof, discrete electronic devices, or other modules, instruction sets, programmable logic or algorithms, hardware, hardware accelerators, software, firmware, or combinations thereof adapted to the edge computing node 1650, or as components otherwise incorporated within the chassis of a larger system.

[0175] The edge computing node 1650 may include processing circuitry in the form of a processor 1652, which may be a microprocessor, a multi-core processor, a multi-threaded processor, an ultra-low voltage processor, an embedded processor, or other known processing element. The processor 1652 may be part of a system-on-a-chip (SoC) in which the processor 1652 and other components are formed in a single integrated circuit or a single package. The processor 1652 and associated circuitry may be provided in a single socket form factor, a multiple socket form factor, or a variety of other formats, including limited hardware configurations or configurations that include less than all of the elements shown in FIG. 20.

[0176] The processor 1652 may communicate with a system memory 1654 via an interconnect 1656 (e.g., a bus). Any number of memory devices may be used to provide a given amount of system memory. As an example, the memory 1654 may be a random access memory (RAM) following a Joint Electron Devices Engineering Council (JEDEC) design. In various implementations, the individual memory devices may be in any number of different package types, such as a single die package (SDP), a dual die package (DDP), or a quad die package (Q17P). These devices may be soldered directly onto a motherboard in some embodiments to provide a low profile solution, while in other embodiments the devices are configured as one or more memory modules that couple to a motherboard by a given connector. Any number of other memory implementations may be used, such as other types of memory modules, for example, different types of dual in-line memory modules (DIMMs), including but not limited to micro-DIMMs or mini-DIMMs.

[0177] Storage 1658 may also be coupled to processor 1652 via interconnect 1656 to provide persistent storage of information, such as data, applications, the operating system, and the like. In one embodiment, storage 1658 may be implemented via a solid-state disk drive (SSDD). Other devices that may be used for storage 1658 include flash memory cards, such as Secure Digital (SD) cards, micro SD cards, Extreme Digital (XD) picture cards, and Universal Serial Bus (USB) flash drives.

[0178] The components may communicate through an interconnect 1656. The interconnect 1656 may include any number of technologies, including Industry Standard Architecture (ISA), Extended ISA (EISA), Peripheral Component Interconnect (PCI), Enhanced Peripheral Component Interconnect (PCIx), PCI Express (PCIe), or any number of other technologies. The interconnect 1656 may be, for example, a proprietary bus used in SoC-based systems. Other bus systems may be included, such as an Inter-Integrated Circuit (I2C) interface, a Serial Peripheral Interface (SPI) interface, a point-to-point interface, a proprietary bus, and a power bus, among others.

[0179] The interconnect 1656 may couple the processor 1652 to a transceiver 1666 for communicating with connected edge devices 1662. The connected edge devices 1662 may include other elements shown in FIG. 20 or parts of other elements, or other elements of a manufacturing system used by an operator, either remotely or locally to the tape automation system. The transceiver 1666 may use any number of frequencies and protocols, such as 2.4 Gigahertz (GHz) transmissions under the IEEE 802.15.4 standard, using the Bluetooth® Low Energy (BLE) standard as defined by the Bluetooth® Special Interest Group, or the ZigBee® standard, among others. Any number of radios configured for a particular wireless protocol may be used for connection to the connected edge devices 1662. For example, a wireless local area network (WLAN) unit may be used to perform Wi-Fi® communications according to the Institute of Electrical and Electronics Engineers (IEEE) 802.11 standard. Additionally, wireless wide area communications, for example according to cellular or other wireless wide area protocols, may occur via Wireless Wide Area Network (WWAN) units.

[0180] The wireless network transceiver 1666 (or multiple transceivers) may communicate using multiple standards or radios for communication at different ranges. For example, the edge computing node 1650 may communicate with nearby devices, e.g., within about 10 meters, using a local transceiver based on Bluetooth Low Energy (BLE) or another low-power radio to conserve power. A more distantly connected edge device 1662, e.g., within about 50 meters, may be reached via ZigBee or other medium power radio. Both communication techniques may be done via a single radio at different power levels, or via separate transceivers, e.g., a local transceiver using BLE and a separate mesh transceiver using ZigBee.

[0181] A wireless network transceiver 1666 (e.g., a radio transceiver) may be included to communicate with devices or services in the edge cloud 1695 via local or wide area network protocols. The wireless network transceiver 1666 may be a low power wide area (LPWA) transceiver conforming to the IEEE 802.15.4 or IEEE 802.15.4g standard, among others. The edge computing node 1650 may communicate over a wide area using LoRaWAN™ (Long Range Wide Area Network) developed by Semtech and the LoRa Alliance. The techniques described herein are not limited to these techniques and may be used with any number of other cloud transceivers implementing long range, low bandwidth communications such as Sigfox and other techniques. Additionally, other communication techniques may be used, such as time slotted channel hopping as described in the IEEE 802.15.4e specification.

[0182] In addition to the systems mentioned for the wireless network transceiver 1666 as described herein, any number of other wireless communications and protocols may be used. For example, the transceiver 1666 may include a cellular transceiver using spread spectrum (SPA / SAS) communications to perform high speed communications. Additionally, any number of other protocols may be used, such as a Wi-Fi network for providing medium speed and network communications. The transceiver 1666 may include a radio compatible with any number of 3GPP (3rd Generation Partnership Project) specifications, such as Long Term Evolution (LTE) and 5th Generation (5G) communications systems. A network interface controller (NIC) 1668 may be included to provide wired communications to other devices, such as nodes of the edge cloud 1695 or connected edge devices 1662 (e.g., operating within a mesh). The wired communication may provide an Ethernet connection or may be based on other types of networks such as Controller Area Network (CAN), Local Interconnect Network (LIN), DeviceNet, ControlNet, Data Highway+, PROFIBUS, or PROFINET, among others. Additional NICs 1668 may be included to allow connection to a second network, for example a first NIC 1668 providing communication to the cloud via Ethernet and a second NIC 1668 providing communication to other devices via another type of network. Ultra-wideband sensors and emitters can be used to facilitate precise positioning of the tape relative to defined emitter beacons as well as communications such as data transfer.

[0183] Given various types of applicable communications from a device to another component or network, the applicable communications circuitry used by the device may include or be embodied by any one or more of components 1664, 1666, 1668, or 1670. Thus, in various embodiments, the applicable means for communicating (e.g., receiving, transmitting, etc.) may be embodied by such communications circuitry.

[0184] The edge computing node 1650 may include or be coupled to acceleration circuitry 1664, which may be embodied by one or more artificial intelligence (AI) accelerators, neural compute sticks, neuromorphic hardware, FPGAs, configurations of GPUs, configurations of data processing units (DPUs) or infrastructure processing units (IPUs), one or more SoCs, one or more CPUs, one or more digital signal processors, special purpose ASICs, or other forms of specialized processors or circuits designed to accomplish one or more specialized tasks. These tasks may include AI processing (including machine learning, training, inference, and classification operations), vision data processing, network data processing, object detection, rules analysis, etc.

[0185] The interconnect 1656 may couple the processor 1652 to a sensor hub or external interface 1670 used to connect additional devices or subsystems. The devices may include sensors 1672, such as accelerometers, level sensors, flow sensors, optical light sensors, camera sensors, temperature sensors or gauges, global navigation system (e.g., GPS) sensors, force sensors, air pressure sensors, any sensors for detecting the condition of tape or other adhesives, primers, substrates, etc. These sensors may be directly connected to the computing device or may be located remotely as part of various manufacturing modules. The hub or interface 1670 may further be used to connect the edge computing node 1650 to actuators 1674, such as power switches, valve actuators, audible sound generators, visual warning devices, etc. These actuators may be directly connected to the computing device or may be located remotely as part of various manufacturing modules.

[0186] In some optional examples, various input / output (I / O) devices may be present in or connected to the edge computing node 1650. For example, a display or other output device 1684 may be included to show information such as sensor readings or actuator positions. An input device 1686 such as a touch screen or keypad may be included to accept input. The output device 1684 may include any number of forms of audio or visual display, including simple visual output such as binary status indicators (e.g., light emitting diodes (LEDs)) and multi-character visual output, or more complex output such as a display screen (e.g., a liquid crystal display (LCD) screen) where output such as characters, graphics, multimedia objects, etc. are generated or created from the operation of the edge computing node 1650. The display or console hardware may be used in the context of the present system to provide edge computing system output and receive input, to manage edge computing system components or services, to identify the status of edge computing components or services, or to perform any number of other management or administration functions or service use cases. These various input / output devices may be directly connected to the computing device or may be located remotely as part of the various manufacturing modules. In an embodiment, notifications may be provided to multiple devices simultaneously, for example, an operator may view notifications on individual modules of the system 100. Notifications may be provided simultaneously or near simultaneously to an operator's smartphone or other device based on proximity or other criteria.

[0187] The battery 1676 may power the edge computing node 1650, although in embodiments where the edge computing node 1650 is mounted at a fixed location, it may have a power source tied to a power grid, or the battery may be used as a backup or for temporary functions. The battery 1676 may be a lithium-ion battery or a metal-air battery, such as a zinc-air battery, an aluminum-air battery, or a lithium-air battery.

[0188] A battery monitor / charger 1678 may be included in the edge computing node 1650 to track the state of charge (SoCh) of the battery 1676, if included. The battery monitor / charger 1678 may be used to monitor other parameters of the battery 1676 to provide fault predictions, such as the state of health (SoH) and state of functionality (SoF) of the battery 1676. The battery monitor / charger 1678 may communicate information about the battery 1676 to the processor 1652 via the interconnect 1656. The battery monitor / charger 1678 may also include an analog-to-digital (ADC) converter that allows the processor 1652 to directly monitor the voltage of the battery 1676 or the current flow from the battery 1676.

[0189] A power block 1680, or other power source coupled to a power grid, may be coupled to a battery monitor / charger 1678 to charge the battery 1676. In some embodiments, the power block 1680 may be replaced with a wireless power receiver to obtain power wirelessly, for example through a loop antenna in the edge computing node 1650. The particular charging circuit may be selected based on the size of the battery 1676 and thus the current required.

[0190] Storage 1658 may include instructions 1682 in the form of software, firmware, or hardware commands for implementing the techniques described herein. Although such instructions 1682 are illustrated as code blocks contained in memory 1654 and storage 1658, it can be understood that any of the code blocks may be replaced by hardwired circuitry, for example, incorporated in an application specific integrated circuit (ASIC).

[0191] In one embodiment, the instructions 1682 provided via the memory 1654, storage 1658, or processor 1652 may be embodied as a non-transitory machine-readable medium 1660 including code that instructs the processor 1652 to perform electronic operations at the edge computing node 1650. The processor 1652 may access the non-transitory machine-readable medium 1660 via the interconnect 1656. For example, the non-transitory machine-readable medium 1660 may be embodied by a device described for the storage 1658 or may include a specific storage unit such as an optical disk, a flash drive, or any number of other hardware devices. The non-transitory machine-readable medium 1660 may include instructions to instruct the processor 1652 to perform a particular sequence or flow of actions, for example, as described with respect to the operational and functional flowchart(s) and block diagram(s) shown above. As used herein, the terms "machine-readable medium" and "computer-readable medium" are interchangeable.

[0192] Additionally, in particular embodiments, instructions 1682 on processor 1652 (either separately or in combination with instructions 1682 on machine-readable medium 1660) may constitute the execution or operation of a trusted execution environment (TEE) 1690. In one embodiment, TEE 1690 operates as a protected domain accessible to processor 1652 for secure execution of instructions and secure access to data. Such access may be provided to other components of system 200, for example.

[0193] In further embodiments, machine-readable media also include any tangible medium capable of storing, encoding, or retaining instructions for execution by a machine that cause the machine to perform any one or more of the methods of the present disclosure, or any tangible medium capable of storing, encoding, or retaining data structures used by or associated with such instructions. Thus, a "machine-readable medium" may include, but is not limited to, solid-state memory, as well as optical and magnetic media. Specific examples of machine-readable media include, but are not limited to, non-volatile memory, including, by way of example, semiconductor memory devices (e.g., electrically programmable read-only memory (EPROM), electrically erasable programmable read-only memory (EEPROM)), and flash memory devices, magnetic disks such as internal hard disks and removable disks, magneto-optical disks, and CD-ROM and DVD-ROM disks. Instructions embodied by the machine-readable medium may further be transmitted or received over a communications network using a transmission medium via a network interface device using any one of several well-known transfer protocols (e.g., Hypertext Transfer Protocol (HTTP)).

[0194] The machine-readable medium may be provided by a storage device or other apparatus capable of hosting data in a non-transitory format. In one embodiment, information stored or otherwise provided on the machine-readable medium may represent instructions, such as the instructions themselves or a format from which instructions may be derived. This format from which instructions may be derived may include source code, encoded instructions (e.g., compressed or encrypted format), packaged instructions (e.g., split into multiple packages), and the like. The information representing instructions in the machine-readable medium may be processed by a processing circuit into instructions to perform any of the operations described herein. For example, deriving instructions from information (e.g., processing by a processing circuit) may include compiling (e.g., from source code, object code, etc.), interpreting, loading, organizing (e.g., dynamically or statically linking), encoding, decoding, encrypting, decrypting, packaging, unpackaging, or otherwise manipulating the information into instructions.

[0195] In one embodiment, deriving the instructions may include assembling, compiling, or interpreting the information (e.g., by a processing circuit) to create the instructions from some intermediate or preprocessed format provided by a machine-readable medium. If the information is provided in multiple parts, it may be combined, unpacked, modified, etc. to create the instructions. For example, the information may be in multiple compressed source code packages (or object code, or binary executable code, etc.) on one or several remote servers. The source code packages may be encrypted when transferred over a network, decrypted as necessary, decompressed, assembled (e.g., linked), compiled or interpreted on the local machine (e.g., into a library, a standalone executable, etc.), and executed by the local machine.

[0196] As used herein, the term "comprises" and variations thereof do not have a limiting meaning when these terms appear in the specification and claims. Such terms are understood to imply the inclusion of the described step or element, or group of steps or elements, but not the exclusion of any other step or element, or group of steps or elements. "Consisting of" means to include and be limited to everything before the phrase "consisting of". Thus, the phrase "consisting of" indicates that the recited elements are necessary or mandatory, and that no other elements may be present. "Consisting essentially of" means to include any elements recited after the phrase, and is limited to other elements that do not interfere with or contribute to the action or function specified in this disclosure with respect to those recited elements. Thus, the phrase "consisting essentially of" indicates that the recited elements are necessary or mandatory, but that other elements are optionally included and may or may not be present depending on whether they materially affect the action or function of the recited elements. Any element or combination of elements recited herein with open-ended language (e.g., "comprising" and its derivatives) shall be deemed to be further recited with closed-ended language (e.g., "consisting of" and its derivatives) and partially closed-ended language (e.g., "consisting essentially of" and its derivatives).

[0197] The words "preferred" and "preferably" refer to embodiments of the present disclosure that may provide certain benefits, under particular circumstances, although other embodiments may also be preferred, under the same or other circumstances. Moreover, the recitation of one or more preferred embodiments does not imply that other claims are not useful, and is not intended to exclude other embodiments from the scope of the present disclosure.

[0198] In this application, terms such as "a," "an," and "the" are not intended to refer to only one entity, but include general categories for which specific examples may be used for illustration. The terms "a," "an," and "the" are used interchangeably with the term "at least one." The phrases "at least one of" and "including at least one of" following a list refer to any one of the items in the list, as well as any combination of two or more items in the list.

[0199] As used herein, the term "or" is generally used in its ordinary sense including "and / or" unless the content specifically dictates otherwise.

[0200] The term "and / or" means one or all of the listed elements or a combination of any two or more of the listed elements.

[0201] Further, all numbers herein are deemed to be modified by the term "about," and in certain embodiments, preferably, by the term "exactly." As used herein, in the context of a measured quantity, the term "about" refers to the variation in the measured quantity as would be expected by one of ordinary skill in the art making the measurement and exercising a level of care commensurate with the purpose of the measurement and the precision of the measuring device used. As used herein, a "up to" number (e.g., up to 50) is inclusive of that number (e.g., 50).

[0202] Additionally, the recitation of numerical ranges by endpoints includes all numbers subsumed within that range, as well as the endpoints thereof (e.g., 1 to 5 includes 1, 1.5, 2, 2.75, 3, 3.80, 4, 5, etc.) and any subranges (e.g., 1 to 5 includes 1 to 4, 1 to 3, 2 to 4, etc.).

[0203] As used herein, the term "room temperature" refers to a temperature between 20°C and 25°C.

[0204] The terms "in the range" or "within a range" (and similar descriptions) include the endpoints of the stated range.

[0205] References throughout this specification to "one embodiment," "an embodiment," "particular embodiment," or "some embodiments" mean that the particular feature, configuration, composition, or characteristic described in connection with the embodiment is included in at least one embodiment of the disclosure. Thus, the appearances of such phrases in various places throughout this specification do not necessarily refer to the same embodiment of the disclosure. Furthermore, the features, configurations, compositions, or characteristics may be combined in any suitable manner in one or more embodiments.

[0206] The tape splicing module, tape applicator, and expansion liner module are more specific to tape. Other embodiments described herein can be used directly or with similar versions for liquid adhesives and coatings. EXAMPLES

[0207] These examples are merely illustrative and are not intended to unduly limit the scope of the appended claims. Notwithstanding that the numerical ranges and parameters setting forth the broad scope of the present disclosure are approximations, the numerical values ​​set forth in the specific examples are reported as precisely as possible. However, any numerical value inherently contains certain errors necessarily resulting from the standard deviation found in their respective testing measurements. At the very least, each numerical parameter should be construed by at least applying ordinary rounding techniques in light of the number of reported significant digits, but this is not intended to limit the application of the doctrine of equivalents to the scope of the claims.

[0208] Unless otherwise stated, all chemicals used in the examples were obtained from the suppliers stated.

[0209] Test Method: 90 degree peel adhesion test: The adhesive performance of the test tapes is measured by the 90 degree peel adhesion test according to ASTM D3330, Test Method F, against various substrates under the following test conditions:

[0210] Test tapes were prepared by laminating the non-liner side of an acrylic foam tape to a 5 mil (0.127 mm) thick anodized aluminum foil backing. Test strips measuring 16 mm wide by approximately 150 mm long were cut from the test tape. The test panel substrate was cleaned by wiping at least two times with isopropyl alcohol.

[0211] Five acrylic foam tapes were tested. 3M(trademark) VHB(trademark)4910 3M(trademark) VHB(trademark)4941 3M(trademark) VHB(trademark)4950 3M(trademark) VHB(trademark) GPH110 3M(trademark) VHB(trademark) LSE110

[0212] The liner was removed and the test tape was rolled down onto the test panel substrate using a 5 kg rubber covered roller with one pass in each direction. The bonded samples were allowed to sit at room temperature (23°C + / - 3°C and 50 + / - 5% relative humidity) for 72 hours before testing. The 90° peel adhesion was determined at a peel rate of 30 cm / min (12 in / min) and measured with an Instron or equivalent tensile tester. The average 90° peel adhesion was measured and converted to Newtons per meter (N / m). Three test samples were tested for each condition.

[0213] The entire disclosures of patents, patent documents, and publications cited herein are incorporated by reference in their entirety as if each were individually incorporated. To the extent that any conflict or inconsistency exists between the written specification and the disclosure of any document incorporated herein by reference, the written specification shall control. Various modifications and alterations to the present disclosure will become apparent to those skilled in the art without departing from the scope and spirit of the present disclosure. The present disclosure is not intended to be unduly limited by the exemplary embodiments and examples described herein, which are presented only as examples within the scope of the present disclosure, which is intended to be limited only by the claims set forth herein as follows.

Claims

1. A non-transitory computer-readable medium containing instructions that, when executed by a processor, cause the processor to: receiving a plurality of input variables, an input variable among the plurality of input variables corresponding to at least one of an adhesive and a substrate used in a tape application process; performing an analysis of input and output variables generated during testing of said tape application process to generate a predictive data model; storing the predictive data model; A non-transitory computer-readable medium for causing a computer to perform operations including:

2. The non-transitory computer readable medium of claim 1 , wherein the input variables further comprise information identifying predictors of success of the tape application process.

3. 10. The non-transitory computer readable medium of claim 1, wherein the input variables include instructions for a predictor, the predictor including a peel adhesion test.

4. The non-transitory computer-readable medium of claim 1 , wherein the operations further comprise generating corrective action recommendations for the tape application process.

5. The non-transitory computer readable medium of claim 1 , wherein the input variable indicates a type of substrate.

6. The non-transitory computer-readable medium of claim 1 , wherein the input variable indicates a type of tape.

7. 2. The non-transitory computer readable medium of claim 1, wherein the input variables include at least one of adhesive physical properties, adhesive thermal properties, adhesive electrical properties, adhesive cure properties, adhesive performance properties, adhesive durability properties, adhesive chemical resistance properties, adhesive rheological properties, adhesive viscosity, adhesive cure time, adhesive modulus, adhesive solvent resistance, adhesive composition, adhesive dispensing properties, adhesive use requirements, standardized testing or certification, environmental parameters, backing properties, liner properties, and substrate properties.

8. 10. The non-transitory computer-readable medium of claim 1, wherein the operations further comprise providing input values ​​generated by the tape application process as feedback data to the processor to adjust the predictive data model.

9. The non-transitory computer-readable medium of claim 1 , wherein the actions further comprise outputting at least one of the input variables to a display.

10. 10. The non-transitory computer-readable medium of claim 9, wherein the operations further comprise generating and displaying a simulation of the tape application process based on at least one of the input variables.

Images