Intelligent packaging design optimization system

Abstract

The application belongs to the technical field of packaging design, and provides an intelligent packaging design optimization system. The system comprises a receiving module, a folding plate identification module and a folding plate optimization design module. The output ends of the receiving module are connected with the input ends of the folding plate identification module and the folding plate optimization design module respectively. The output end of the folding plate identification module is connected with the input end of the folding plate optimization design module. The scheme of the application analyzes the design rationality of the preliminary packaging design scheme designed manually by analyzing the structural strength, and optimizes the preliminary packaging design scheme on the basis, so as to obtain the packaging box with the structural strength up to the standard.

Description

TECHNICAL FIELD

[0001] The present application belongs to the technical field of packaging design, and in particular relates to an intelligent packaging design optimization system. BACKGROUND

[0002] A packaging box is a common packaging form, which is used to protect and display products, and is convenient for transportation and sales. A carton made of paperboard is the most commonly used type of packaging box, as shown in Fig. 1, which is a typical packaging box. The four flap parts in the middle constitute the side of the packaging box, the three flap parts in the upper part constitute the upper cover of the packaging box, and the four flap parts in the lower part constitute the bottom support of the packaging box. Of course, the number and shape of the flaps required by the upper cover and the bottom support of different forms of packaging boxes are not limited to the above Figure 1 . Figure 1 .

[0003] In order to improve the design efficiency of the packaging box, many manufacturers begin to use packaging optimization design software, such as EskoStudio, ArtiosCAD, Boxshot, etc. However, the existing packaging optimization design software can only design the structure, size, material, color, etc. of the packaging box, but cannot analyze and optimize the structural strength and manufacturing cost of the designed packaging box, resulting in that the packaging box produced according to the design has insufficient structural strength, or the structural strength is too high, which leads to high manufacturing cost, and cannot meet the actual needs of customers. This technical problem has not been well solved at present, and needs to be improved. SUMMARY

[0004] In order to solve the technical problems existing in the background art, the present application provides an intelligent packaging design optimization system, an electronic device, a computer storage medium and a computer program product.

[0005] The application provides a kind of intelligent packaging design optimization system, the system includes receiving module, folding plate identification module, folding plate optimization design module, the output of the receiving module is respectively connected with the input of the folding plate identification module, the folding plate optimization design module of folding plate identification module, the output of the folding plate identification module is connected with the input of the folding plate optimization design module;The receiving module is used to receive target commodity information, and the preliminary packaging design scheme corresponding to the target commodity information;The folding plate identification module is used to identify the preliminary packaging design scheme, and the identified each folding plate is classified as cover plate folding plate or side plate folding plate or bottom support folding plate, and the structure design information of each folding plate is extracted, and the material design information of each folding plate is parsed from the preliminary packaging design scheme;The folding plate optimization design module is used to simulate three-dimensionally the preliminary packaging design scheme, to obtain packaging box three-dimensional simulation structure, based on the target commodity information, the structure design information and the material design information of each folding plate, the packaging box three-dimensional simulation structure is analyzed in structure strength, according to the strength analysis result, each cover plate folding plate, side plate folding plate, bottom support folding plate in the preliminary packaging design scheme is optimized, to obtain target packaging design scheme.

[0006] Optionally, the receiving target commodity information and the preliminary packaging design scheme corresponding to the target commodity information includes: receiving electronic design data package, analyzing the electronic design data package to obtain the target commodity information and the preliminary packaging design scheme corresponding to the target commodity information;Or, receiving paper design scheme, image recognition is carried out on the paper design scheme to obtain the target commodity information and the preliminary packaging design scheme corresponding to the target commodity information.

[0007] Optionally, the preliminary packaging design scheme is identified, and the identified each folding plate is classified as cover plate folding plate or side plate folding plate or bottom support folding plate, and the structure design information of each folding plate is extracted, including: determining the length and width direction of the preliminary packaging design scheme, identifying the middle rectangular area in the determined length direction, taking the middle rectangular area as the side plate area, the area above the middle rectangular area as the cover plate area, and the area below the middle rectangular area as the bottom support area;Concave part identification is carried out on the outer edge contour of the cover plate area and the bottom support area, the cover plate area, the side plate area and the bottom support area are divided into a plurality of subareas based on the identified each concave part, each subarea corresponding to the cover plate area is determined as the cover plate folding plate, each subarea corresponding to the side plate area is determined as the side plate folding plate, and each subarea corresponding to the bottom support area is determined as the bottom support folding plate;Cover plate structure design information of each cover plate folding plate and bottom support structure design information of the bottom support folding plate are determined based on the outer edge contour.

[0008] Optionally, the material design information of each flap is parsed from the preliminary packaging design scheme, including: calling an online editing software corresponding to a data format of the preliminary packaging design scheme, opening the preliminary packaging design scheme using the online editing software; selecting a region corresponding to each of the cover flap, each of the side flap, and each of the bottom support flap, and obtaining cover material design information, side material design information, and bottom support material design information by identifying content of a pop-up hidden information window.

[0009] Optionally, the structure strength of the packaging box is analyzed based on the target product information, the structure design information of each flap, and the material design information, including: obtaining product weight information, product bottom area information, and product neck fixing information from the target product information, determining bottom support area information from the packaging box three-dimensional simulation structure, and calculating a ratio of the product bottom area information and the bottom support area information; inputting the product weight information, the ratio, the structure design information of each flap, and the material design information into a structure strength analysis model, and outputting a preliminary structure strength value from the structure strength analysis model; determining an adjustment coefficient according to the product neck fixing information, correcting the preliminary structure strength value using the adjustment coefficient, and obtaining a target structure strength value; wherein the product neck fixing information includes a neck fixing device or no neck fixing device; if the target structure strength value is higher than a strength threshold value, determining that the strength analysis result is up to standard, otherwise determining that the strength analysis result is not up to standard.

[0010] Optionally, each of the cover flap, the side flap, and the bottom support flap in the preliminary packaging design scheme is optimized according to the strength analysis result to obtain a target packaging design scheme, including: if the strength analysis result is not up to standard, respectively performing strengthening optimization according to the bottom support flap, the cover flap, and the side flap, and performing structure strength analysis again until the strength analysis result is up to standard, and then obtaining the target packaging design scheme.

[0011] Optionally, each of the cover flap, the side flap, and the bottom support flap in the preliminary packaging design scheme is optimized according to the strength analysis result to obtain a target packaging design scheme, and further including: if the strength analysis result is up to standard, respectively performing weakening optimization according to the bottom support flap, the cover flap, and the side flap, and performing structure strength analysis again until the strength analysis result is not up to standard, and then selecting a last scheme that is not up to standard, and then obtaining the target packaging design scheme.

[0012] The application further provides an electronic device applied to the intelligent packaging design optimization system.

[0013] The application further provides a computer storage medium applied to the intelligent packaging design optimization system.

[0014] The application further provides a computer program product applied to the intelligent packaging design optimization system.

[0015] The scheme of the application analyzes the design rationality of the manually designed preliminary packaging design scheme by analyzing the structural strength of the preliminary packaging design scheme, and optimizes the preliminary packaging design scheme on this basis, so as to obtain a packaging box with structural strength up to standard. BRIEF DESCRIPTION OF DRAWINGS

[0016] In order to more clearly illustrate the technical solutions of the embodiments of the application, the following will briefly introduce the drawings needed to be used in the embodiments. It should be understood that the following drawings only show some of the embodiments of the application, and therefore should not be regarded as a limitation on the scope. For those skilled in the art, other related drawings can also be obtained without creative labor on the basis of these drawings.

[0017] Figure 1 is a typical packaging box disclosed by the embodiments of the application.

[0018] Figure 2 is a structural schematic diagram of an intelligent packaging design optimization system disclosed by the embodiments of the application.

[0019] Figure 3 is a schematic diagram of four typical structures of cover plate folding plate and bottom support folding plate disclosed by the embodiments of the application. DETAILED DESCRIPTION

[0020] Exemplary embodiments of the application will now be described more fully with reference to the accompanying drawings, in which exemplary embodiments can be embodied in various concrete forms. However, the application should not be construed as being limited to the embodiments set forth herein. On the contrary, these exemplary embodiments are provided so that the concept of the application can be more complete and more convenient for those skilled in the art to fully convey the inventive concept.

[0021] Under the premise of conforming to the technical concept of the application, the structures, properties, effects or other features described in a certain specific embodiment can be combined in any suitable manner into one or more other embodiments.

[0022] In the introduction of specific embodiments, the detailed description of structure, performance, effect or other characteristics is for the purpose of making the embodiments fully understood by those skilled in the art. However, it does not exclude that those skilled in the art can implement the technical solutions of the present application without the above-mentioned structure, performance, effect or other characteristics in specific cases.

[0023] The flowchart in the drawings is only an exemplary flow demonstration, and does not represent that all the contents, operations and steps in the flowchart must be included in the scheme of the present application, nor does it represent that the execution must be performed according to the order shown in the figure. For example, some operations / steps in the flowchart can be decomposed, some operations / steps can be combined or partially combined, etc. The execution order shown in the flowchart can be changed according to the actual situation without departing from the inventive concept of the present application.

[0024] The blocks in the drawings Figure 1 Generally represent functional entities, which do not necessarily correspond to physically independent entities. That is, these functional entities can be implemented in the form of software, or in one or more hardware modules or integrated circuits, or in different networks and / or processor devices and / or microcontroller devices.

[0025] The same reference signs in the various drawings represent the same or similar elements, components or parts, so that the repeated description of the same or similar elements, components or parts can be omitted hereinafter. It should also be understood that although the first, second, third, etc. represent numbered adjectives are used herein to describe various devices, elements, components or parts, these devices, elements, components or parts should not be limited by these adjectives. That is, these adjectives are only used to distinguish one from another. For example, the first device can also be referred to as the second device without departing from the essential technical solutions of the present application. In addition, the terms "and / or", "and / or" mean all combinations of one or more of the listed items.

[0026] As Figure 2As shown, the intelligent packaging design optimization system of the embodiment of the present application comprises a receiving module, a flange identification module and a flange optimization design module, the output ends of the receiving module are connected with the input ends of the flange identification module and the flange optimization design module respectively, and the output end of the flange identification module is connected with the input end of the flange optimization design module; the receiving module is used for receiving target commodity information and a preliminary packaging design scheme corresponding to the target commodity information; the flange identification module is used for identifying the preliminary packaging design scheme, classifying each flange identified into a cover flange or a side flange or a bottom support flange, extracting structure design information of each flange, and analyzing material design information of each flange from the preliminary packaging design scheme; and the flange optimization design module is used for performing three-dimensional simulation on the preliminary packaging design scheme to obtain a packaging box three-dimensional simulation structure, performing structure strength analysis on the packaging box three-dimensional simulation structure based on the target commodity information, the structure design information and the material design information of each flange, and optimizing each cover flange, side flange and bottom support flange in the preliminary packaging design scheme according to the strength analysis result to obtain a target packaging design scheme.

[0027] The above intelligent packaging design optimization system designed by the present application comprises the receiving module, the flange identification module and the flange optimization design module, and the three modules cooperate with each other to realize optimization of the preliminary packaging design scheme, thereby ensuring that the packaging design scheme meets the structure strength requirement.

[0028] Specifically, the target commodity information and the corresponding preliminary packaging design scheme are received by the receiving module, the preliminary packaging design scheme is manually designed by a packaging designer based on the target commodity information provided by a customer, and the form of the scheme is, for example Figure 1 As shown. Then, the flange identification module identifies each flange contained in the preliminary packaging design scheme through identification processing, determines the attributes of each flange, the attributes include a cover flange or a side flange or a bottom support flange, and specifically extracts the structure design information of each flange and analyzes the material design information of each flange from the preliminary packaging design scheme. Finally, the flange optimization design module converts the planar development drawing of the packaging box, i.e. the preliminary packaging design scheme, into a three-dimensional drawing, i.e. the packaging box three-dimensional simulation structure, and performs structure strength analysis on the packaging box three-dimensional simulation structure based on the target commodity information, the structure design information and the material design information of each flange, and optimizes each bottom support flange according to the strength analysis result to obtain a target packaging design scheme.

[0029] Therefore, the scheme of the present application analyzes the design rationality of the manually designed preliminary packaging design scheme through structure strength analysis, and optimizes the preliminary packaging design scheme based on this to obtain a packaging box with structure strength meeting the requirement.

[0030] Optionally, the receiving the target commodity information and the preliminary packaging design scheme corresponding to the target commodity information comprises: receiving an electronic design data package, parsing the electronic design data package to obtain the target commodity information and the preliminary packaging design scheme corresponding to the target commodity information; or receiving a paper design scheme, performing image recognition on the paper design scheme to obtain the target commodity information and the preliminary packaging design scheme corresponding to the target commodity information.

[0031] In the embodiment of the application, a designer can design a preliminary packaging design scheme for a target commodity in an electronic manner, integrate the preliminary packaging design scheme and the target commodity information into an electronic design data package after completing the design, and transmit the electronic design data package to the receiving module, and the receiving module parses the target commodity information and the corresponding preliminary packaging design scheme therefrom.

[0032] Traditional hand-drawing design methods are still widely used at present, and hand-drawing design is also an important design auxiliary method in many scenarios. In order to improve compatibility, the application further provides an image recognition module in the receiving module, which is called to perform image recognition on a paper design scheme. The paper design scheme contains a specific preliminary packaging design scheme and target commodity information filled in an additional block. By recognizing and extracting information in different areas, the target commodity information and the corresponding preliminary packaging design scheme can be obtained.

[0033] Optionally, the plate folding recognition on the preliminary packaging design scheme, the classification of each identified plate folding into a cover plate folding or a side plate folding or a bottom support folding, and the extraction of structure design information of each plate folding comprise: determining a length and width direction of the preliminary packaging design scheme, identifying a middle rectangular area in the determined length direction, taking the middle rectangular area as a side plate area, an area above the middle rectangular area as a cover plate area, and an area below the middle rectangular area as a bottom support area; performing recess recognition on an outer edge contour of the cover plate area and the bottom support area, dividing the cover plate area, the side plate area and the bottom support area into a plurality of sub-areas based on the identified recesses, determining each sub-area corresponding to the cover plate area as the cover plate folding, each sub-area corresponding to the side plate area as the side plate folding, and each sub-area corresponding to the bottom support area as the bottom support folding; and determining cover plate structure design information of each cover plate folding and bottom support structure design information of each bottom support folding based on the outer edge contour.

[0034] In this embodiment of the invention, the structural design information of each fold plate can be used to analyze its structural strength in the subsequent process. Therefore, it is necessary to first identify each fold plate and its structural design information from the unfolded diagram of the packaging box.

[0035] Specifically, first determine the length and width of the preliminary packaging design, and then identify the central rectangular area based on the length direction, which is the... Figure 1 The packaging design involves dividing the area into two parts: the side panel area, the area above the central rectangular area (designated as the cover area), and the area below the central rectangular area (designated as the base area). The initial packaging design should pre-specify the locations of the cover and base areas in the unfolded diagram. Generally, the upper part is designated as the cover area and the lower part as the base area, and designers follow this standard. However, the upper part can also be designated as the base area and the lower part as the cover area. Both methods are acceptable, as long as the design standard is defined beforehand. Then, the outer edge contours of the cover and base areas are reconstructed to identify recesses. Each recess is the boundary point of each fold, allowing the cover, side panel, and base areas to be divided into multiple sub-regions, thus obtaining the folds for each cover, side panel, and base. Finally, the corresponding structural design information is determined based on the outer edge contours of each cover and base fold.

[0036] Optionally, the step of parsing the material design information of each folding plate from the preliminary packaging design scheme includes: calling online editing software corresponding to the data format of the preliminary packaging design scheme, opening the preliminary packaging design scheme using the online editing software; selecting the areas corresponding to each of the identified cover folding plate, each of the identified side folding plate, and each of the identified base folding plate, performing content recognition on the pop-up hidden information window, and obtaining the material design information of the cover plate, the side folding plate, and the base folding plate.

[0037] In this embodiment of the invention, the material design information includes the type of packaging material (e.g., corrugated paper, cardboard, plastic, etc.), thickness, etc. This information can be used to assess its strength, thereby ultimately determining the structural strength of the aforementioned three-dimensional simulation structure of the packaging box. However, the electronic preliminary packaging design scheme may not directly indicate the material design information of each fold, making it impossible to directly extract the material design information from the opened interface of the preliminary packaging design scheme.

[0038] In view of the above technical problems, the application designs online editing software corresponding to the data format of the preliminary packaging design scheme, opens the preliminary packaging design scheme using the online editing software, automatically selects the areas corresponding to the cover plate flaps and the bottom support flaps in imitation of the manual selection mode, the cover plate flaps and the bottom support flaps are the flaps identified by the above-mentioned mode, and the areas that should be selected in the online editing software are determined based on the distribution positions of the flaps in the expanded view. After the corresponding areas are selected (left-clicked or right-clicked), the hidden information window is popped up, and the cover plate material design information, the side plate material design information and the bottom support material design information can be obtained by performing OCR identification on the contents in the hidden information window.

[0039] The application indirectly obtains the material design information by imitating the manual selection to call the hidden information window and then performing information identification on the hidden information window, and effectively solves the problem of extracting the design information when the surface design interface does not mark the material design information.

[0040] It should be noted that the online editing software can be different from the software for designing the preliminary packaging design scheme, as long as it can support the data format of the packaging design scheme.

[0041] Optionally, the structure strength analysis of the packaging box three-dimensional simulation structure based on the target commodity information, the structure design information and the material design information of each flap comprises: obtaining the commodity weight information and the commodity bottom area information from the target commodity information, determining the bottom support area information from the packaging box three-dimensional simulation structure, and calculating the ratio of the commodity bottom area information and the bottom support area information; inputting the commodity weight information, the ratio, the structure design information and the material design information of each flap, and the packaging box three-dimensional simulation structure into a structure strength analysis model, wherein the structure strength analysis model outputs a preliminary structure strength value; determining an adjustment coefficient according to the commodity neck fixing information, correcting the preliminary structure strength value using the adjustment coefficient, and obtaining a target structure strength value; wherein the commodity neck fixing information includes a neck fixing device or no neck fixing device; if the target structure strength value is higher than a strength threshold value, it is determined that the strength analysis result is up to standard, otherwise it is determined that the strength analysis result is not up to standard.

[0042] In the embodiment of the present application, the product weight information, product bottom area information and product neck fixing information can be parsed from the target product information. The product neck fixing information refers to whether a neck fixing device is arranged on the product after it is packed into the packaging box. The neck fixing device can improve the stability of the product in the packaging box, and the stability will affect the impact force of the product on the bottom of the packaging box, thereby affecting whether the structural strength meets the standard. The bottom support area information can be directly obtained from the packaging box three-dimensional simulation structure, so that the ratio of the product bottom area information to the bottom support area information can be calculated. The larger the ratio is, the closer the edge of the product is to the side plate of the packaging box, and the stronger the bearing capacity of the bottom support of the packaging box is. The smaller the ratio is, the farther the edge of the product is from the side plate of the packaging box, and the closer the edge is to the joint of the bottom support folding plate, and the weaker the bearing capacity of the bottom support of the packaging box is.

[0043] The obtained product weight information, ratio, structure design information and material design information of each folding plate, and packaging box three-dimensional simulation structure are input into a structural strength analysis model, so that a preliminary structural strength value can be obtained. The structural strength analysis model is preferably obtained based on a deep learning algorithm and finite element analysis (FEA). Finite element analysis (FEA) is a powerful numerical calculation scheme that simulates the stress, strain, displacement and other behaviors of a physical system by dividing a continuous structure into a finite number of small elements (called finite elements) and solving partial differential equations using numerical schemes. In the present application, finite element analysis (FEA) is combined with a deep learning algorithm. The deep learning module is used to obtain feature information from the product weight information, ratio, structure design information and material design information of each folding plate, and the feature information constitutes constraint information. The constraint information is input into the finite element analysis module to analyze the structural strength of the packaging box three-dimensional simulation structure, so that the preliminary structural strength value can be obtained. The finite element analysis module can be a structural strength analysis module obtained from a finite element analysis software (such as ANSYS, Abaqus, COMSOL Multiphysics, etc.). This can effectively reduce the model size of the structural strength analysis model.

[0044] Meanwhile, it can be known from the foregoing analysis that whether the product is configured with a neck fixing device after being placed in the packaging box will affect the stability of the product. Unstable products will increase the interference pressure on the bottom support, thereby causing insufficient structural strength of the bottom support. In this regard, the present application determines an adjustment coefficient according to the product neck fixing information, and uses the adjustment coefficient to correct the preliminary structural strength value obtained from the foregoing to obtain a target structural strength value. The product neck fixing information is added to the target product information by the designer. When the neck fixing device is configured, the correction coefficient is set to a small value, for example, 1.2. When the neck fixing device is not configured, the correction coefficient is set to a large value, for example, 1.5.

[0045] It should be noted that the initial packaging design scheme can be converted into a packaging box solid simulation structure by using existing software such as Unfolder and SketchUp, and the present application does not make specific limitations thereto.

[0046] Optionally, the optimization of each of the cover plate flaps, the side plate flaps and the bottom support flaps in the initial packaging design scheme according to the strength analysis result to obtain the target packaging design scheme comprises: if the strength analysis result is substandard, gradually performing strengthening optimization according to the order of the bottom support flaps, the cover plate flaps and the side plate flaps, and performing structural strength analysis again until the strength analysis result is up to standard, thereby obtaining the target packaging design scheme.

[0047] In the embodiment of the present application, when the strength analysis result determined by the foregoing manner is substandard, it indicates that the initial packaging design scheme manually designed by the designer cannot bear the weight of the target commodity. At this time, the bottom support flaps are first optimized, and then one structural strength analysis is performed. If the structural strength is still not satisfied, the cover plate flaps are then optimized, and then one structural strength analysis is performed. If the structural strength is still not satisfied, the side plate flaps are then optimized, and then one structural strength analysis is performed. In the foregoing strengthening analysis order, as long as the structural strength analysis result is up to standard, the strengthening optimization is stopped. In this way, the packaging design scheme determined can be implemented at the lowest cost by gradually strengthening without simultaneously optimizing the cover plate flaps, the side plate flaps and the bottom support flaps.

[0048] The strengthening optimization mainly refers to the optimization of structural design information, and mainly in the first round, the structural design information is first optimized, that is, the bottom support and the cover plate are first changed to a structure with higher strength. If it is still substandard, the material design of the cover plate flaps, the side plate flaps and the bottom support flaps is updated, for example, the thickness is increased, or the packaging material is replaced. A plurality of structural designs of the bottom support and the cover plate are designed for the bottom support flaps and the cover plate flaps respectively, as shown in FIG. 1, and the bearing limit of each structure is measured, thereby determining the structural strength. When the bottom support flaps and the cover plate flaps are strengthened and optimized, the structural design of the bottom support flaps and the cover plate flaps with higher strength than the initial packaging design scheme is gradually selected. Figure 3

[0049] ​Optionally, the optimization of each of the cover plate fold, the side plate fold and the bottom support fold in the preliminary packaging design scheme according to the strength analysis result to obtain the target packaging design scheme further comprises: if the strength analysis result is up to standard, gradually weakening optimization is performed in the order of the bottom support fold, the cover plate fold and the side plate fold, and the structural strength analysis is performed again until the strength analysis result is not up to standard, and the last scheme not up to standard is selected to obtain the target packaging design scheme.

[0050] In the embodiment of the application, when the strength analysis result is up to standard, it is indicated that the preliminary packaging design scheme designed manually by the designer may have an overdesign problem, and at this time, weakening optimization is gradually performed in the opposite way of the aforementioned strengthening optimization. That is, the bottom support fold is replaced by a fold structure with weaker strength, and the structural strength analysis is performed once, if the structural strength is still met, the cover plate fold is replaced by a fold structure with weaker strength, and the structural strength analysis is performed once, if the structural strength is still met, the cover plate fold, the side plate fold and the bottom support fold are updated in material design, for example, the thickness is weakened, the packaging material is replaced, and the like, until the structural strength is not up to standard. At this time, the last scheme not up to standard is determined as the target packaging design scheme. Of course, the strengthening optimization and the weakening optimization described above can include multiple rounds, and details are not described herein.

[0051] Therefore, the application gradually performs strengthening optimization and weakening optimization for the two cases that the structural strength analysis result is not up to standard and up to standard, so that the target packaging design scheme obtained by design is slightly higher than the up-to-standard case, which can effectively reduce the production cost of the packaging box and improve the economic benefit.

[0052] The embodiment of the application further discloses an electronic device applied to the intelligent packaging design optimization system.

[0053] The embodiment of the application further discloses a computer storage medium applied to the intelligent packaging design optimization system.

[0054] The embodiment of the application further discloses a computer program product applied to the intelligent packaging design optimization system.

[0055] The computer readable medium can be a readable signal medium or a readable storage medium. The readable storage medium, for example, can include but is not limited to an electronic, magnetic, optical, electromagnetic, infrared, or semiconductor system, apparatus, or device, or any suitable combination of the foregoing. More specific examples (a non-exhaustive list) of the readable storage medium include an electrical connection having one or more wires, a portable disc, a hard disk, a random access memory (RAM), a read-only memory (ROM), an erasable programmable read-only memory (EPROM or flash memory), an optical fiber, a portable compact disc read-only memory (CD-ROM), an optical storage device, a magnetic storage device, or any suitable combination of the foregoing. The computer readable medium can be a computer readable storage medium or a computer readable signal medium. When the computer program is executed by one or more data processing devices, the computer readable medium can implement the above-mentioned solutions of the present application.

[0056] Through the description of the above embodiments, those skilled in the art can easily understand that the exemplary embodiments described in the present application can be implemented by software, or by software combined with necessary hardware. Therefore, the technical solutions according to the embodiments of the present application can be embodied in the form of a software product, which can be stored in a computer readable storage medium (which can be a CD-ROM, a U disk, a mobile hard disk, etc.) or a network, and includes a plurality of instructions to make a data processing device (which can be a personal computer, a server, or a network device, etc.) execute the above-mentioned solutions according to the present application.

[0057] The computer readable medium can include a data signal propagating in a baseband or as part of a carrier wave propagating through a transmission medium, in which the readable program code is carried. Such a propagating data signal can take many forms, including but not limited to electromagnetic signals, optical signals, or any suitable combination of the above. The readable storage medium can also be any readable medium other than the readable storage medium, which can send, propagate, or transmit programs for use by or in connection with an instruction execution system, apparatus, or device. The program code contained on the readable storage medium can be transmitted by any suitable medium, including but not limited to wireless, wired, optical cable, RF, etc., or any suitable combination of the above.

[0058] The program code may be executed by one or more programmable processing devices to perform a set of tasks on a computing device. As used in this description, the term "computing device" is intended to encompass any machine capable of executing a set of instructions (program code) stored in memory to perform a set of tasks. The program code may be executed by one or more programmable processing devices to perform a set of tasks on a computing device. As used in this description, the term "computing device" is intended to encompass any machine capable of executing a set of instructions (program code) stored in memory to perform a set of tasks. The program code may execute entirely on the user's computing device, partly on the user's computing device, as a stand-alone software package, partly on the user's computing device and partly on a remote computing device or entirely on the remote computing device or server. In the latter scenario, the remote computing device can be connected to the user's computing device through any type of network, including a local area network (LAN) or a wide area network (WAN), or the connection can be made to an external computing device, such as through the Internet using an Internet Service Provider (ISP).

[0059] In summary, the present application can be implemented by a computer program, a system, an electronic device or a computer readable medium. Some or all of the functions of the present application can be implemented in practice using a general-purpose data processing device such as a microprocessor or a digital signal processor (DSP).

[0060] The above-described specific embodiments, the purpose, technical solutions and beneficial effects of the present application are further described in detail. It should be understood that the present application is not inherently related to any specific computer, virtual device or electronic device, and various general-purpose devices can also implement the present application. The above description is only for specific embodiments of the present application and is not intended to limit the present application. Any modification, equivalent replacement, improvement, etc. made within the spirit and principles of the present application shall be included in the protection scope of the present application.

Claims

1. An intelligent packaging design optimization system, characterized by: The system comprises a receiving module, a folding plate identification module and a folding plate optimization design module, the output ends of the receiving module are connected with the input ends of the folding plate identification module and the folding plate optimization design module, the output end of the folding plate identification module is connected with the input end of the folding plate optimization design module; The receiving module is used for receiving target commodity information and a preliminary packaging design scheme corresponding to the target commodity information; The folding plate identification module is used for identifying the preliminary packaging design scheme, classifying each folding plate into a cover plate folding plate, a side plate folding plate or a bottom support folding plate, extracting structure design information of each folding plate, and analyzing material design information of each folding plate from the preliminary packaging design scheme; The folding plate optimization design module is used for performing three-dimensional simulation on the preliminary packaging design scheme to obtain a packaging box three-dimensional simulation structure, performing structure strength analysis on the packaging box three-dimensional simulation structure based on the target commodity information, the structure design information and the material design information of each folding plate, and optimizing each cover plate folding plate, side plate folding plate and bottom support folding plate in the preliminary packaging design scheme according to the strength analysis result to obtain a target packaging design scheme; Performing structure strength analysis on the packaging box three-dimensional simulation structure based on the target commodity information, the structure design information and the material design information of each folding plate comprises: Obtaining commodity weight information and commodity bottom area information from the target commodity information, determining bottom support area information from the packaging box three-dimensional simulation structure, and calculating a ratio of the commodity bottom area information and the bottom support area information; Inputting the commodity weight information, the ratio, the structure design information and the material design information of each folding plate into a structure strength analysis model, and outputting a preliminary structure strength value from the structure strength analysis model; Determining an adjustment coefficient according to the commodity neck fixing information, correcting the preliminary structure strength value by using the adjustment coefficient to obtain a target structure strength value; wherein the commodity neck fixing information comprises a neck fixing device or no neck fixing device; If the target structure strength value is higher than a strength threshold value, it is determined that the strength analysis result is up to standard, otherwise it is determined that the strength analysis result is not up to standard; Receiving target commodity information and a preliminary packaging design scheme corresponding to the target commodity information comprises: Receiving an electronic design data package, analyzing the electronic design data package to obtain the target commodity information and the preliminary packaging design scheme corresponding to the target commodity information; Or, receiving a paper design scheme, performing image recognition on the paper design scheme to obtain the target commodity information and the preliminary packaging design scheme corresponding to the target commodity information.

2. The intelligent packaging design optimization system of claim 1, wherein: Identifying the preliminary packaging design scheme, classifying each folding plate into a cover plate folding plate, a side plate folding plate or a bottom support folding plate, and extracting structure design information of each folding plate comprises: The length-width direction of the preliminary packaging design scheme is determined, a middle rectangular area is identified in the determined length direction, the middle rectangular area is taken as a side plate area, an area above the middle rectangular area is taken as a cover plate area, and an area below the middle rectangular area is taken as a bottom support area; Outer edge contours of the cover plate area and the bottom support area are identified, the cover plate area, the side plate area, and the bottom support area are respectively divided into a plurality of sub-areas based on the identified recesses, each sub-area corresponding to the cover plate area is determined as a cover plate flap, each sub-area corresponding to the side plate area is determined as a side plate flap, and each sub-area corresponding to the bottom support area is determined as a bottom support flap; Cover plate structure design information of each cover plate flap and bottom support structure design information of each bottom support flap are determined based on the outer edge contours.

3. The intelligent packaging design optimization system of claim 2, wherein: Material design information of each flap is parsed from the preliminary packaging design scheme, including: An online editing software corresponding to a data format of the preliminary packaging design scheme is called, the preliminary packaging design scheme is opened using the online editing software, the areas corresponding to each cover plate flap, each side plate flap, and each bottom support flap are selected, content of a pop-up hidden information window is identified, and cover plate material design information, side plate material design information, and bottom support material design information are obtained.

4. The intelligent packaging design optimization system of claim 1, wherein: Each cover plate flap, each side plate flap, and each bottom support flap in the preliminary packaging design scheme are optimized according to the strength analysis result to obtain a target packaging design scheme, including: If the strength analysis result is substandard, the bottom support flap, the cover plate flap, and the side plate flap are sequentially and gradually strengthened and optimized, and structural strength analysis is performed again until the strength analysis result is standard, and the target packaging design scheme is obtained.

5. The intelligent packaging design optimization system of claim 4, wherein: Each cover plate flap, each side plate flap, and each bottom support flap in the preliminary packaging design scheme are optimized according to the strength analysis result to obtain a target packaging design scheme, and the target packaging design scheme is obtained by selecting a substandard scheme of the last time if the strength analysis result is substandard. The electronic device is applied to the intelligent packaging design optimization system according to any one of claims 1-5; the electronic device includes a memory storing executable program code and a processor coupled to the memory.

6. An electronic device, comprising: The computer storage medium is applied to the intelligent packaging design optimization system according to any one of claims 1-5; the computer storage medium stores a computer program.

7. A computer storage medium, characterized in that: The computer program product is applied to the intelligent packaging design optimization system according to any one of claims 1-5; the computer program product stores computer code that can be executed by a processor.

8. A computer program product, characterized by: ​

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