Method and system for realizing position correction under polarizing film attachment

Abstract

The present invention relates to the field of display technology, and proposes a method and system for realizing position correction under polarized light film attachment, the method comprising: determining the attachment area according to the display characteristics of the product, analyzing the attachment requirements and extracting key attachment index parameters, calculating the deviation coefficient, querying the attachment environment based on the deviation coefficient, collecting the attachment parameters and converting them into curves and extracting the position parameters to aggregate them into a data set, using the data set to build an attachment architecture system, determining the optimal attachment orientation and position correction pre-value, adjusting the correction processing path, monitoring the correction processing rate to query the attachment process status, configuring the attachment equipment parameters according to the status, extracting the center position and the correction amplitude, monitoring the feedback parameters and generating a position correction scheme. The present invention can improve the position accuracy of polarized light film attachment.

Description

Technical Field

[0001] The present invention relates to the field of electronic technology, and in particular to a method and system for realizing position correction when a polarizing sheet is attached. Background Art

[0002] In the field of modern display technology, the attachment of polarizing films is of vital importance and is widely used in many display devices such as liquid crystal displays and OLED displays. In the position correction method under the attachment of polarizing films, advanced technical means are of great significance for improving display quality and ensuring product performance and stability.

[0003] At present, the traditional polarizing film attachment is mainly achieved by relying on experience and relatively simple operation procedures. This method has gradually revealed its limitations in the face of ever-increasing display quality requirements and increasingly complex production environments. On the one hand, the position correction accuracy of the traditional attachment method is relatively low, it takes a lot of time to adjust and is prone to deviations, and it is difficult to ensure the consistency and stability of the attachment position. On the other hand, for some emerging display requirements, such as high resolution and wide viewing angle, conventional attachment methods are difficult to meet, resulting in the inability to accurately achieve the attachment position correction of the polarizing film on different display devices. Therefore, a position correction method for polarizing film attachment is needed to improve the position accuracy of polarizing film attachment. Summary of the invention

[0004] The present invention provides a method and system for realizing position correction when attaching a polarizing film, the main purpose of which is to improve the position accuracy of attaching a polarizing film.

[0005] Obtaining product display characteristics corresponding to the polarizing plate to be attached, determining an attachment area corresponding to the polarizing plate to be attached based on the product display characteristics, analyzing attachment requirements corresponding to the attachment area, querying key attachment indicators in the attachment requirements, extracting indicator parameters in the key attachment indicators, and calculating deviation coefficients corresponding to the indicator parameters;

[0006] Based on the deviation coefficient, query the attachment environment corresponding to the polarizer to be attached, collect attachment parameters in the attachment environment, convert the attachment parameters into an attachment position curve, extract position parameters in the attachment position curve, and perform data aggregation on the position parameters to obtain an aggregated data set;

[0007] Based on the aggregated data set, construct an attachment architecture system corresponding to the polarized light sheet to be attached, determine the optimal attachment orientation corresponding to the polarized light sheet to be attached based on the attachment architecture system, and calculate the position correction pre-value corresponding to the polarized light sheet to be attached according to the optimal attachment orientation;

[0008] Based on the position correction preset value, adjusting the correction processing path of the polarizer to be attached, monitoring the correction processing rate corresponding to the correction processing path in real time, and querying the attachment process status corresponding to the polarizer to be attached based on the correction processing rate;

[0009] Based on the attachment process status, the attachment device parameters of the polarizer to be attached are configured, the center position and the correction amplitude of the attachment device parameters are extracted, and based on the center position and the correction amplitude, the attachment feedback parameters of the polarizer to be attached are monitored; based on the attachment feedback parameters, a position correction scheme corresponding to the polarizer to be attached is generated.

[0010] Optionally, determining the attachment area corresponding to the polarizer to be attached based on the display characteristics of the product includes:

[0011] Analyzing the screen size parameter in the display characteristics of the product;

[0012] Based on the screen size parameter, determining a preliminary attachment range corresponding to the polarizing plate to be attached;

[0013] Matching the preliminary attachment range with a display mode corresponding to the product display feature to obtain display matching data;

[0014] Extracting key matching points in the displayed matching data;

[0015] Based on the key matching points, an attachment area corresponding to the polarizer to be attached is determined.

[0016] Optionally, calculating the deviation coefficient corresponding to the indicator parameter includes:

[0017] The deviation coefficient corresponding to the indicator parameter is calculated using the following formula:

[0018] ;

[0019] in, represents the deviation coefficient corresponding to the indicator parameter, Indicates the number of samples corresponding to the indicator parameter, Indicates the sample index corresponding to the indicator parameter, Indicates The polarization degree measurement value of samples, represents the average value of polarization degree, Indicates The transmittance measurement value of the samples, represents the average value of light transmittance, Indicates Thickness measurements of samples, Indicates the average value of thickness.

[0020] Optionally, querying an attachment environment corresponding to the polarizer to be attached based on the deviation coefficient includes:

[0021] Analyze the performance deviation corresponding to the deviation coefficient;

[0022] Based on the performance deviation, determining the environmental attachment factor corresponding to the polarizer to be attached;

[0023] Analyzing potential associations between the environmental attachment factors;

[0024] Based on the potential association, determining key attachment factors among the environmental attachment factors;

[0025] Based on the key attachment factor, the attachment environment corresponding to the polarizer to be attached is queried.

[0026] Optionally, converting the attachment parameter into an attachment position curve includes:

[0027] Collecting attachment position data corresponding to the attachment parameters;

[0028] Analyzing the position change trend corresponding to the attachment position data;

[0029] Extracting position change points in the position change trend;

[0030] Classifying the position change points to obtain classified position points;

[0031] Querying the position sequence corresponding to the classification position point;

[0032] The position sequence is converted into an attachment position curve.

[0033] Optionally, constructing an attachment architecture system corresponding to the polarizer to be attached based on the aggregated data set includes:

[0034] analyzing key aggregation parameters in the aggregated data set;

[0035] Based on the key polymerization parameters, determining a preliminary attachment structure corresponding to the polarizer to be attached;

[0036] Matching the preliminary attachment structure with the optical sheet characteristics of the polarizing sheet to be attached to obtain characteristic matching data;

[0037] Extracting core matching elements from the characteristic matching data;

[0038] Based on the core matching elements, an attachment architecture system corresponding to the polarizer to be attached is constructed.

[0039] Optionally, the calculating, according to the optimal attachment orientation, a position correction pre-value corresponding to the polarizer to be attached includes:

[0040] The position correction preset value corresponding to the polarizer to be attached is calculated using the following formula:

[0041] ;

[0042] in, represents the position correction preset value corresponding to the polarizer to be attached, represents the number of influencing parameters corresponding to the polarizer to be attached, Indicates the index of the influencing parameter, Indicates The weights of the influencing parameters, Indicates The actual position of the influencing parameters, Indicates The expected position of the influencing parameters, Indicates Correction coefficients for the influencing parameters, Indicates Environmental indexes that affect parameters, Indicates The standard deviation of the influencing parameters, represents the length of the attachment area corresponding to the optimal attachment orientation, Indicates different positions on the polarizer to be attached The magnitude of the force on Indicates at location The displacement caused by the force, Express of small increments.

[0043] Optionally, adjusting the correction processing path of the polarizer to be attached based on the position correction preset value includes:

[0044] Integrating the position correction pre-value with the initial position data of the polarizer to be attached to obtain position integration data;

[0045] analyzing position deviation characteristics in the position integration data;

[0046] Based on the position deviation characteristics, formulating a correction strategy corresponding to the polarizer to be attached;

[0047] Based on the correction strategy, generating a correction operation instruction corresponding to a preset polarization attachment device;

[0048] Based on the deflection correction operation instruction, the deflection correction processing path of the polarizer to be attached in the preset polarization attachment device is adjusted.

[0049] Optionally, in order to solve the above problem, the present invention provides a position correction system for polarizing film attachment, the system comprising:

[0050] a deviation coefficient calculation module, used to obtain the product display characteristics corresponding to the polarizing plate to be attached, determine the attachment area corresponding to the polarizing plate to be attached based on the product display characteristics, analyze the attachment requirements corresponding to the attachment area, query the key attachment indicators in the attachment requirements, extract the indicator parameters in the key attachment indicators, and calculate the deviation coefficient corresponding to the indicator parameters;

[0051] a data aggregation module, configured to query the attachment environment corresponding to the polarizer to be attached based on the deviation coefficient, collect attachment parameters in the attachment environment, convert the attachment parameters into an attachment position curve, extract position parameters in the attachment position curve, and perform data aggregation on the position parameters to obtain an aggregated data set;

[0052] A deviation correction pre-value calculation module, used to construct an attachment architecture system corresponding to the polarized light sheet to be attached based on the aggregated data set, determine the optimal attachment orientation corresponding to the polarized light sheet to be attached based on the attachment architecture system, and calculate the position deviation correction pre-value corresponding to the polarized light sheet to be attached according to the optimal attachment orientation;

[0053] A status query module, used for adjusting the correction processing path of the polarizer to be attached based on the position correction preset value, monitoring the correction processing rate corresponding to the correction processing path in real time, and querying the attachment process status corresponding to the polarizer to be attached based on the correction processing rate;

[0054] A scheme generating module is used to configure the attachment device parameters of the polarizer to be attached based on the attachment process status, extract the center position and the correction amplitude of the attachment device parameters, monitor the attachment feedback parameters of the polarizer to be attached based on the center position and the correction amplitude, and generate a position correction scheme corresponding to the polarizer to be attached based on the attachment feedback parameters.

[0055] First, by acquiring the display characteristics of the product corresponding to the polarizing film to be attached, the present invention can accurately determine the attachment area of ​​the polarizing film, ensure that its installation position on the product is accurate, thereby maximizing the performance of the polarizing film and improving the display effect of the product. At the same time, based on the deviation coefficient, the present invention queries the attachment environment corresponding to the polarizing film to be attached, and can understand the degree of deviation between the performance of the polarizing film and the ideal state, so as to better evaluate its adaptability in the actual attachment environment, and can fully consider the impact of environmental factors on the attachment effect of the polarizing film. For example, factors such as temperature, humidity, and dust may cause changes in the performance of the polarizing film, or affect the accuracy and stability of attachment. Based on the aggregated data set, the present invention constructs an attachment architecture system corresponding to the polarizing film to be attached, integrates the position parameters extracted from the attachment position curve, and provides a rich and comprehensive method for constructing the attachment architecture system. Based on the data, the characteristics and requirements of different positions can be accurately understood, so as to design a more reasonable and efficient attachment architecture. The present invention adjusts the correction processing path of the polarizer to be attached based on the position correction pre-value, and provides an accurate direction and amplitude reference for adjusting the path, so that the polarizer can reach the ideal fitting position more accurately, so as to maximize its optical performance, facilitate timely discovery of potential problems and take preventive measures in advance, and reduce uncertainty and risks in the attachment process. Furthermore, the present invention configures the attachment equipment parameters of the polarizer to be attached based on the attachment process state, which can significantly improve the efficiency and accuracy of attachment. By understanding the attachment process state in real time, the equipment parameters can be accurately adjusted to perfectly match the operation of the equipment with the requirements of the current attachment stage, avoiding time waste and attachment errors caused by inappropriate parameters, thereby accelerating the overall attachment speed and improving the accuracy of attachment. Therefore, the position correction method and system for polarizer attachment proposed in the present invention can improve the position accuracy of polarizer attachment. BRIEF DESCRIPTION OF THE DRAWINGS

[0056] Figure 1 A schematic flow chart of a method for realizing position correction when attaching a polarizing plate provided by an embodiment of the present invention;

[0057] Figure 2 A schematic diagram of a module of a position correction system for polarizing film attachment provided by an embodiment of the present invention.

[0058] The realization of the purpose, functional features and advantages of the present invention will be further explained in conjunction with embodiments and with reference to the accompanying drawings. DETAILED DESCRIPTION

[0059] It should be understood that the specific embodiments described herein are only used to explain the present invention, and are not used to limit the present invention.

[0060] The embodiment of the present application provides a method for implementing a position correction method under the attachment of a polarizing plate. The execution subject of the method for implementing the position correction method under the attachment of a polarizing plate includes but is not limited to at least one of the electronic devices such as a server and a terminal that can be configured to execute the method provided by the embodiment of the present application. In other words, the method for implementing the position correction method under the attachment of a polarizing plate can be executed by software or hardware installed on a terminal device or a server device, and the software can be a blockchain platform. The server includes but is not limited to: a single server, a server cluster, a cloud server or a cloud server cluster, etc. The server can be an independent server, or it can be a cloud server that provides basic cloud computing services such as cloud services, cloud databases, cloud computing, cloud functions, cloud storage, network services, cloud communications, middleware services, domain name services, security services, content delivery networks (Content Delivery Network, CDN), and big data and artificial intelligence platforms.

[0061] Reference Figure 1 FIG. 1 is a flow chart of a method for realizing position correction when a polarizing film is attached, provided in one embodiment of the present invention. In this embodiment, the method for realizing position correction when a polarizing film is attached includes:

[0062] S1. Obtain product display characteristics corresponding to the polarizing plate to be attached, determine the attachment area corresponding to the polarizing plate to be attached based on the product display characteristics, analyze the attachment requirements corresponding to the attachment area, query the key attachment indicators in the attachment requirements, extract the indicator parameters in the key attachment indicators, and calculate the deviation coefficient corresponding to the indicator parameters.

[0063] By acquiring the display characteristics of the product corresponding to the polarizing film to be attached, the present invention can accurately determine the attachment area of ​​the polarizing film and ensure that the installation position on the product is accurate, thereby maximizing the performance of the polarizing film and improving the display effect of the product.

[0064] Among them, the polarizer to be attached refers to the polarizer to be attached to the product, which plays the role of adjusting the polarization direction of light in the display device to achieve a specific display effect; the product display characteristics refer to the display characteristics of the product related to the polarizer to be attached, including but not limited to performance characteristics in terms of resolution, brightness, contrast, color saturation, viewing angle, etc. These characteristics will affect the attachment requirements and effects of the polarizer. For example, different resolutions may require polarizers of different precisions to be attached, and different viewing angle characteristics may affect the installation angle and position of the polarizer. Optionally, the acquisition of the product display characteristics corresponding to the polarizer to be attached can be achieved by a spectrometer, such as: a spectrometer can be used to measure the spectral distribution of a liquid crystal display to obtain its display characteristics such as color saturation and color temperature.

[0065] Furthermore, the present invention determines the attachment area corresponding to the polarizer to be attached based on the display characteristics of the product, which can ensure that the polarizer is accurately installed at the key position of the product so that it can play its role effectively and improve the display quality and performance of the product. Secondly, accurately determining the attachment area helps to improve production efficiency, reduce unnecessary waste of materials and labor time, and extend the service life of the product.

[0066] The attachment area refers to the accurate area where the polarizing plate to be attached should be attached, which is finally determined after a series of analyses and determinations.

[0067] As an embodiment of the present invention, determining the attachment area corresponding to the polarizer to be attached based on the product display characteristics includes: analyzing the screen size parameters in the product display characteristics; determining the preliminary attachment range corresponding to the polarizer to be attached based on the screen size parameters; matching the preliminary attachment range with the display mode corresponding to the product display characteristics to obtain display matching data; extracting key matching points in the display matching data; and determining the attachment area corresponding to the polarizer to be attached based on the key matching points.

[0068] Among them, the screen size parameters refer to specific size values ​​such as the length, width, and diagonal length of the product screen; the preliminary attachment range refers to the possible attachment area of ​​the polarizer preliminarily determined based on the screen size parameters; the display matching data refers to the data obtained after matching the preliminary attachment range with the display mode of the product display features, including information such as the fit and compatibility between the two; the key matching point refers to the point in the display matching data that plays a key role in determining the attachment area, such as the part most relevant to the display mode, the important position affecting the display effect, etc.

[0069] Furthermore, the analysis of the screen size parameters in the display characteristics of the product can be achieved by measuring instruments, such as using measuring instruments to directly measure the length, width and diagonal length of the screen; the determination of the preliminary attachment range corresponding to the polarizer to be attached can be achieved by CAD tools, such as using CAD tools to draw graphics of the screen and the polarizer, and then determining the boundary of the preliminary attachment range through the calculation function of the software; the matching of the preliminary attachment range with the display mode corresponding to the display characteristics of the product can be achieved by an image recognition algorithm, such as using an image recognition algorithm to determine whether the display mode is horizontal or vertical, and then adjusting the direction of the preliminary attachment range according to the judgment result; the extraction of key matching points in the display matching data can be achieved by a machine learning algorithm, such as using a machine learning algorithm to train the display matching data and automatically identify key matching points; the determination of the attachment area corresponding to the polarizer to be attached can be achieved by optical measuring instruments, such as laser rangefinders, optical sensors and other tools.

[0070] By analyzing the attachment requirements corresponding to the attachment area and querying the key attachment indicators in the attachment requirements, the present invention can accurately understand the specific requirements that the polarizer needs to meet in the area, such as optical performance, stability, durability and other aspects, which helps to ensure that the polarizer can be perfectly matched with the product and exert the best display effect. Querying the key attachment indicators can further focus on the key points and clarify the core factors affecting the attachment quality and performance.

[0071] Among them, the attachment requirements refer to various conditions and requirements that need to be met in a specific attachment area in order for the polarizer to be attached to function normally and meet the display requirements of the product, including but not limited to the requirements of the optical performance, dimensional accuracy, bonding strength, durability, etc. of the polarizer; the key attachment indicators refer to the core indicators that have an important impact on the attachment effect and product performance of the polarizer among many attachment requirements. These indicators are directly related to whether the polarizer can be accurately attached to the specified area, as well as the display quality and stability of the product. For example, the polarization degree, transmittance, flatness and other indicators of the polarizer may be key attachment indicators. Optionally, the analysis of the attachment requirements corresponding to the attachment area can be achieved by an optical testing instrument, such as using an optical testing instrument to test the brightness, contrast, color accuracy and other aspects of the display, and analyzing the attachment requirements of the polarizer according to the test results; the query of the key attachment indicators in the attachment requirements can be achieved by a machine learning algorithm, such as a decision tree, a random forest and other algorithms.

[0072] By extracting the indicator parameters in the key attachment indicators, the present invention can more accurately understand the specific characteristics and requirements of the key attachment indicators, provide accurate data support for subsequent analysis and processing, and clear indicator parameters are helpful to formulate a more scientific and reasonable attachment plan, ensure that the polarizer can meet the attachment requirements, and improve the quality and performance of the product.

[0073] Among them, the indicator parameters refer to the specific values ​​or characteristics contained in the key attachment indicators, which can quantify the requirements and performance of the key attachment indicators. Optionally, the extraction of indicator parameters in the key attachment indicators can be achieved through data analysis tools, such as: using Excel, SPSS and other software to perform statistical analysis on experimental data to obtain indicator parameters of key attachment indicators.

[0074] The present invention can quantify the degree of deviation between the index parameter and the ideal value or the standard value by calculating the deviation coefficient corresponding to the index parameter, so as to help to more accurately understand the performance of the polarizer, and can timely discover the abnormal situation of the index parameter so as to take corresponding measures to adjust and improve it, which can provide an important basis for quality control and ensure that the attachment quality of the polarizer meets the requirements.

[0075] The coefficient of deviation refers to a value used to measure the degree of deviation between the indicator parameter and the average value, which reflects the discreteness or stability of the data. The smaller the coefficient of deviation, the closer the data is to the average value and the higher the stability.

[0076] As an embodiment of the present invention, the calculating the deviation coefficient corresponding to the indicator parameter includes:

[0077] The deviation coefficient corresponding to the indicator parameter is calculated using the following formula:

[0078] ;

[0079] in, represents the deviation coefficient corresponding to the indicator parameter, Indicates the number of samples corresponding to the indicator parameter, Indicates the sample index corresponding to the indicator parameter, Indicates The polarization degree measurement value of samples, represents the average value of polarization degree, Indicates The transmittance measurement value of the samples, represents the average value of light transmittance, Indicates Thickness measurements of samples, Indicates the average value of thickness.

[0080] In detail, the polarization degree measurement value refers to the value obtained by measuring the polarization degree of the polarizer by a specific measurement method or instrument. The polarization degree is a physical quantity that describes the polarization state of light, which indicates the concentration of the vibration direction of light in a specific direction; the transmittance measurement value refers to the value obtained by measuring the ratio of the transmitted light intensity to the incident light intensity after the light passes through the polarizer. The transmittance reflects the ability of the polarizer to transmit light; the thickness measurement value refers to the value obtained by measuring the thickness of the polarizer using a measuring tool. The thickness is an important physical parameter of the polarizer, which can affect the optical properties and other related characteristics of the polarizer.

[0081] S2. Based on the deviation coefficient, query the attachment environment corresponding to the polarizer to be attached, collect attachment parameters in the attachment environment, convert the attachment parameters into an attachment position curve, extract position parameters in the attachment position curve, and perform data aggregation on the position parameters to obtain an aggregated data set.

[0082] The present invention queries the attachment environment corresponding to the polarizer to be attached based on the deviation coefficient, and can understand the degree of deviation between the performance of the polarizer and the ideal state, so as to better evaluate its adaptability in the actual attachment environment, and can fully consider the influence of environmental factors on the attachment effect of the polarizer, such as temperature, humidity, dust and other factors that may cause the performance of the polarizer to change, or affect the accuracy and stability of attachment.

[0083] The attachment environment refers to a combination of specific environmental conditions that is finally determined to be suitable for the attachment operation of the polarizing plate to be attached, including specific value ranges of various environmental parameters such as temperature and humidity.

[0084] As an embodiment of the present invention, querying the attachment environment corresponding to the polarizer to be attached based on the deviation coefficient includes: analyzing the performance deviation corresponding to the deviation coefficient; determining the environmental attachment factors corresponding to the polarizer to be attached based on the performance deviation; analyzing the potential correlation between the environmental attachment factors; determining the key attachment factors among the environmental attachment factors based on the potential correlation; and querying the attachment environment corresponding to the polarizer to be attached based on the key attachment factors.

[0085] Among them, the performance deviation refers to the degree of difference between the actual index parameters of the polarizer and the ideal index parameters, including the deviation performance in terms of polarization degree, transmittance, thickness, etc.; the environmental attachment factors refer to various environmental conditions that may affect the attachment of the polarizer, such as temperature, humidity, dust concentration, air pressure, etc.; the potential association refers to the relationship of mutual influence and interaction between different environmental attachment factors, for example, temperature and humidity may jointly affect the attachment effect of the polarizer; the key attachment factor refers to the main factor that plays a decisive role in the attachment of the polarizer among many environmental attachment factors.

[0086] Furthermore, the analysis of the performance deviation corresponding to the deviation coefficient can be achieved through a data visualization library, such as: Matplotlib, Seaborn and other tools; the determination of the environmental attachment factors corresponding to the polarizer to be attached can be achieved through an experimental design method, such as: setting different environmental conditions such as temperature, humidity, and light, observing changes in indicators such as the degree of polarization and transmittance of the polarizer, and determining the environmental factors affecting the attachment; the analysis of the potential correlation between the environmental attachment factors can be achieved through a principal component analysis algorithm, such as: using the principal component analysis algorithm to analyze factors such as temperature, humidity, and light, extracting the main components, and understanding the potential relationship between them; the determination of the key attachment factors among the environmental attachment factors can be achieved through a feature selection algorithm, such as: recursive feature elimination, random forest and other algorithms; the query of the attachment environment corresponding to the polarizer to be attached can be achieved through an optical simulation tool, such as: using an optical simulation tool to simulate the optical performance of the polarizer at different temperatures and humidities to find the optimal attachment environment.

[0087] By collecting the attachment parameters in the attachment environment, the present invention can understand the specific conditions of the attachment environment in real time, ensure that the environmental conditions can be accurately grasped when performing the polarizing plate attachment operation, and help to promptly discover adverse factors in the environment, such as abnormal temperature and humidity fluctuations, so as to take corresponding adjustment measures to ensure the attachment quality.

[0088] Among them, the attachment parameters refer to various specific environmental indicators and physical quantities that can affect the attachment process and attachment effect in the attachment environment of the polarizer to be attached, for example, specific values ​​of environmental factors such as temperature, humidity, air pressure, light intensity, air cleanliness, etc.; and physical parameters directly related to the attachment operation such as the flatness, roughness, and electrostatic field strength of the attachment surface. Optionally, the collection of the attachment parameters in the attachment environment can be achieved through sensor tools, such as: thermocouple temperature sensors, capacitive humidity sensors, etc.

[0089] The present invention converts the attachment parameters into attachment position curves, which can intuitively display the changes of the attachment parameters at different positions, and can clearly understand the characteristic differences of various positions during the attachment process, which helps to quickly discover abnormal areas in the attachment process, such as when the parameter value at a certain position obviously deviates from the normal range, so as to take targeted adjustment measures in time.

[0090] The attachment position curve refers to a curve that takes the attachment position as the horizontal coordinate and the attachment parameter as the vertical coordinate, and expresses the corresponding relationship between the attachment parameter and the attachment position in the form of a curve, so as to intuitively show the change of the attachment parameter at different positions.

[0091] As an embodiment of the present invention, converting the attachment parameters into an attachment position curve includes: collecting attachment position data corresponding to the attachment parameters; analyzing the position change trend corresponding to the attachment position data; extracting position change points in the position change trend; classifying the position change points to obtain classified position points; querying the position sequence corresponding to the classified position points; and converting the position sequence into an attachment position curve.

[0092] Among them, the attachment position data refers to the specific numerical value set of attachment parameters collected at different attachment positions, which reflects the performance of the attachment parameters at different positions; the position change trend refers to the regular change direction of the attachment position data as the position changes, such as whether the attachment parameter gradually increases or decreases from left to right; the position change point refers to those position points with obvious change characteristics in the change process of the attachment position data, which may be the positions where the attachment parameters mutate or turn; the position sequence refers to the position set formed by arranging the classified position change points in a certain order, which reflects the sequence and logical relationship of the attachment positions.

[0093] Furthermore, the acquisition of the attachment position data corresponding to the attachment parameters can be achieved through an image processing algorithm, such as: the image processing algorithm analyzes the gray value changes of the image, determines the flatness of the surface, and determines the attachment position data in combination with the position information in the image; the analysis of the position change trend corresponding to the attachment position data can be achieved through a time series analysis method, such as: using a time series analysis method to analyze the changes of parameters such as temperature and humidity at different positions over time, and predict future change trends; the extraction of position change points in the position change trend can be achieved through a clustering analysis algorithm, such as: using a K-Means clustering algorithm to cluster the temperature data, and clustering edges. The boundary position may be a position where the temperature changes greatly, that is, a change point; the classification of the position change points may be achieved through a decision tree classification method, such as: building a decision tree according to the characteristics of the position change points (such as attachment parameter values, position coordinates, etc.), and classifying the change points into different categories; the query of the position sequence corresponding to the classified position points may be achieved through a sorting algorithm, such as: sorting the classified position points according to certain rules to obtain a position sequence; the conversion of the position sequence into an attachment position curve may be achieved through a curve fitting algorithm, such as: using a curve fitting algorithm (such as polynomial fitting, exponential fitting, etc.) to fit the data in the position sequence to obtain an attachment position curve.

[0094] The present invention extracts position parameters from the attachment position curve and performs data aggregation on the position parameters to obtain an aggregated data set, which may include key information such as temperature, humidity, pressure, etc. at a specific location, and helps to gain a deeper understanding of changes in the attachment environment at different locations. After the position parameters are aggregated, a large amount of scattered data can be integrated into a more generalized data set.

[0095] Among them, the position parameter refers to a numerical value or information extracted from the attachment position curve that can describe the characteristics of a specific attachment position, such as the temperature value, humidity value, pressure value, attachment strength, and other physical quantities or performance indicators related to the attachment process at a specific position; the aggregated data set refers to a data set obtained after performing a data aggregation operation on the position parameters extracted from the attachment position curve. This data set is the result of integrating, summarizing and processing multiple position parameters. Optionally, the extraction of the position parameters in the attachment position curve can be achieved through a data sampling tool, such as: sampling at a certain interval on the attachment position curve to extract the position parameters of the sampling points; the data aggregation of the position parameters can be achieved through a K-Means clustering algorithm, such as: using the K-Means clustering algorithm to divide the temperature parameters at different positions into several clusters, and performing average or median aggregation on the temperature values ​​in each cluster to understand the characteristics of different temperature areas.

[0096] S3, constructing an attachment architecture system corresponding to the polarized light sheet to be attached based on the aggregated data set, determining an optimal attachment orientation corresponding to the polarized light sheet to be attached based on the attachment architecture system, and calculating a position correction pre-value corresponding to the polarized light sheet to be attached according to the optimal attachment orientation;

[0097] The present invention constructs an attachment architecture system corresponding to the polarizer to be attached based on the aggregated data set, integrates the position parameters extracted from the attachment position curve, and provides a rich and comprehensive data basis for constructing the attachment architecture system. It can accurately understand the characteristics and requirements of different positions, thereby designing a more reasonable and efficient attachment architecture.

[0098] The attachment architecture system refers to the complete attachment structure and process system that is finally constructed and suitable for attaching the polarizer, including the layout of the attachment equipment, the steps of the attachment process, the quality control method, etc.

[0099] As an embodiment of the present invention, constructing an attachment architecture system corresponding to the polarizer to be attached based on the aggregated data set includes: analyzing key aggregation parameters in the aggregated data set; determining a preliminary attachment architecture corresponding to the polarizer to be attached based on the key aggregation parameters; matching the preliminary attachment architecture with the sheet characteristics of the polarizer to be attached to obtain characteristic matching data; extracting core matching elements from the characteristic matching data; and constructing an attachment architecture system corresponding to the polarizer to be attached based on the core matching elements.

[0100] Among them, the key aggregation parameters refer to parameters extracted from the aggregation data set that have an important influence on the construction of the attachment architecture system of the polarized light sheet to be attached, such as the aggregation values ​​of parameters such as temperature, humidity, pressure, etc. at a specific position, or parameters reflecting the characteristics of the curve of the attachment position; the preliminary attachment architecture refers to the basic structure and layout of the attached polarized light sheet preliminarily determined based on the key aggregation parameters, including possible attachment order, division of attachment positions, etc.; the light sheet characteristics refer to the physical, optical and other characteristics of the polarized light sheet to be attached, such as polarization direction, transmittance, thickness, size, etc.; the characteristic matching data refers to the data obtained by comparing and analyzing the preliminary attachment architecture with the light sheet characteristics of the polarized light sheet to be attached, including information such as the similarities and differences between the two and possible adjustment directions; the core matching elements refer to the most critical factors for building the attachment architecture system extracted from the characteristic matching data, such as the best matching point between a specific light sheet characteristic and a certain link in the preliminary attachment architecture.

[0101] Furthermore, the analysis of key aggregation parameters in the aggregated data set can be achieved through statistical analysis tools, such as R, Pytho and other tools; the determination of the preliminary attachment architecture corresponding to the polarizer to be attached can be achieved through CAD tools, such as AutoCAD tools are used to preliminarily build structure and layout; the matching of the preliminary attachment architecture with the optical sheet characteristics of the polarizer to be attached can be achieved through data visualization tools, such as Matplotlib, Seaborn and other tools; the extraction of core matching elements in the characteristic matching data can be achieved through feature selection methods, such as LASSO regression, recursive feature elimination (RFE) and other methods; the construction of the attachment architecture system corresponding to the polarizer to be attached can be achieved through an architecture design framework, such as using TOGAF and other frameworks to formulate a detailed architecture implementation plan.

[0102] The present invention is based on the attachment architecture system to determine the optimal attachment orientation corresponding to the polarizer to be attached, which can ensure that the polarizer achieves the best performance during the attachment process, and can fully consider the influence of various factors such as temperature, humidity, pressure, etc. at different orientations, so as to find the attachment orientation that is most suitable for the polarizer to exert its optical properties, thereby improving the key performance indicators of the polarizer such as the polarization effect and transmittance.

[0103] The optimal lamination orientation refers to the combination of position and orientation where the polarizer to be attached can achieve the best attachment effect under a specific attachment architecture system, which comprehensively considers various factors, including but not limited to the layout of the attachment equipment, the parameters of the attachment environment (such as temperature, humidity, air pressure, etc.), the polarizer's own characteristics (such as size, thickness, optical performance, etc.) and the final use requirements of the product, etc. This orientation can make the polarizer have the highest degree of fit, stability and optical performance after attachment, and can also minimize the problems that may occur during the attachment process, such as bubbles, wrinkles, deviation, etc. Optionally, the determination of the optimal lamination orientation corresponding to the polarizer to be attached can be achieved through finite element analysis tools, such as ANSYS, COMSOL and other tools.

[0104] Furthermore, the present invention calculates the position correction preset value corresponding to the polarizer to be attached according to the optimal fitting orientation, and can determine in advance the direction and amplitude that need to be adjusted, ensuring that the polarizer can accurately reach the optimal fitting orientation, thereby achieving a high-quality attachment effect. Secondly, corresponding adjustment preparations can be made before the attachment operation, reducing repeated attempts and adjustment time during the attachment process, making the entire attachment process smoother and more efficient.

[0105] The position correction pre-value refers to the amount of position adjustment required to achieve the best lamination effect for the polarizer to be attached, which is calculated in advance. It reflects the estimated position offset amount in order to make the polarizer attached to the optimal orientation before the actual attachment operation.

[0106] As an embodiment of the present invention, the calculating of the position correction pre-value corresponding to the polarizer to be attached according to the optimal attachment orientation includes:

[0107] The position correction preset value corresponding to the polarizer to be attached is calculated using the following formula:

[0108] ;

[0109] in, represents the position correction preset value corresponding to the polarizer to be attached, represents the number of influencing parameters corresponding to the polarizer to be attached, Indicates the index of the influencing parameter, Indicates The weights of the influencing parameters, Indicates The actual position of the influencing parameters, Indicates The expected position of the influencing parameters, Indicates Correction coefficients for the influencing parameters, Indicates Environmental indexes that affect parameters, Indicates The standard deviation of the influencing parameters, represents the length of the attachment area corresponding to the optimal attachment orientation, Indicates different positions on the polarizer to be attached The magnitude of the force on Indicates at location The displacement caused by the force, Express of small increments.

[0110] In detail, the actual position refers to the actually measured or observed position corresponding to the jth influencing parameter in the current state; the expected position refers to the position where the jth influencing parameter should be located under ideal circumstances in order to achieve the best fitting effect; the correction coefficient refers to the coefficient used to adjust and correct the influence of environmental factors on the jth influencing parameter, so as to more accurately calculate the position correction preset value; the environmental index refers to the measurement value of the specific environmental conditions corresponding to the jth influencing parameter, such as the quantitative indicators of environmental factors such as temperature and humidity; the length of the attachment area refers to the length range of the area involved in the attachment operation of the polarizing plate to be attached in the optimal fitting orientation.

[0111] S4, adjusting the correction processing path of the polarizer to be attached based on the position correction preset value, monitoring the correction processing rate corresponding to the correction processing path in real time, and querying the attachment process status corresponding to the polarizer to be attached based on the correction processing rate;

[0112] The present invention adjusts the correction processing path of the polarizer to be attached based on the position correction preset value, and provides an accurate direction and amplitude reference for adjusting the path, so that the polarizer can reach the ideal fitting position more accurately, thereby maximizing its optical performance, facilitating timely discovery of potential problems and taking preventive measures in advance, and reducing uncertainty and risk in the attachment process.

[0113] The deflection correction processing path refers to the specific route or steps that the polarizer to be attached undergoes to perform position correction in the polarization attaching device.

[0114] As an embodiment of the present invention, adjusting the correction processing path of the polarizer to be attached based on the position correction preset value includes:

[0115] The position correction preset value is integrated with the initial position data of the polarizing film to be attached to obtain position integration data; the position deviation characteristics in the position integration data are analyzed; based on the position deviation characteristics, a correction strategy corresponding to the polarizing film to be attached is formulated; based on the correction strategy, a correction operation instruction corresponding to a preset polarization attachment device is generated; based on the correction operation instruction, a correction processing path of the polarizing film to be attached in the preset polarization attachment device is adjusted.

[0116] Among them, the initial position data refers to the relevant data of the original position of the polarizer to be attached before the position correction operation is performed; the position integration data refers to the data set obtained by merging and comprehensively processing the position correction preset value and the initial position data of the polarizer to be attached; the position deviation feature refers to the characteristics and manifestations of the difference between the actual position and the ideal position of the polarizer to be attached obtained from the analysis of the position integration data; the correction strategy refers to a series of methods and measures formulated to adjust the polarizer to be attached to the correct position; the preset polarization attachment device refers to a pre-set device specifically used for attaching the polarizer to be attached; the correction operation instruction refers to a command generated according to the correction strategy and used to control the polarization attachment device to perform a specific correction action.

[0117] Furthermore, the integration of the position correction preset value and the initial position data of the polarizer to be attached can be achieved through a data merging tool, such as using the Pandas library in Python; the analysis of the position deviation characteristics in the position integration data can be achieved through a visualization tool, such as using Matplotlib or Seaborn to draw a deviation distribution diagram to help intuitively analyze the characteristics of the position deviation; the formulation of a correction strategy corresponding to the polarizer to be attached can be achieved through an optimization algorithm, such as a genetic algorithm (GA) or a particle swarm optimization (PSO); the generation of correction operation instructions corresponding to a preset polarization attachment device can be achieved through an automated control tool, such as using a PLC (programmable logic controller) to write a control program and generate operation instructions according to the correction strategy; the adjustment of the correction processing path of the polarizer to be attached in the preset polarization attachment device can be achieved through a motion control algorithm, such as a PID control algorithm, which is used to accurately adjust the motion path of the attachment device.

[0118] The present invention can ensure the efficiency of the entire correction process by real-time monitoring the correction processing rate corresponding to the correction processing path, and can promptly discover whether the rate is too slow, so as to quickly troubleshoot the problem and take measures to increase the processing speed to avoid delays in production progress, which helps to ensure the accuracy and stability of the correction.

[0119] Among them, the correction processing rate refers to the amount of correction completed per unit time or the degree of position adjustment in the process of position correction of the attached polarizer, which reflects the speed and efficiency of the correction operation, usually measured by the change in the position of the polarizer per unit time or the time taken to reach a specific correction target. Optionally, the real-time monitoring of the correction processing rate corresponding to the correction processing path can be achieved through data visualization tools, such as: Matplotlib or Tableau and other tools.

[0120] Furthermore, the present invention queries the attachment process status corresponding to the polarizing plate to be attached based on the deflection correction processing rate, so as to realize real-time monitoring and accurate grasp of the attachment process. By understanding the deflection correction processing rate, it is possible to quickly determine whether the attachment work is proceeding as planned, and timely discover abnormal situations such as progress lag or advance, so as to take measures in advance to make adjustments and ensure the smooth progress of the entire attachment process.

[0121] The attachment process status refers to the overall description and judgment of the current attachment process, such as whether it is smooth, whether there are problems, whether it is close to completion, and other specific situations.

[0122] As an embodiment of the present invention, querying the attachment process status corresponding to the polarizer to be attached based on the deflection correction processing rate includes: determining a rate range corresponding to the deflection correction processing rate; based on the rate range, evaluating the current stage of the attachment process corresponding to the polarizer to be attached; based on the current stage, calculating the attachment ratio corresponding to the polarizer to be attached; based on the attachment ratio, analyzing the attachment process corresponding to the polarizer to be attached; based on the attachment process, querying the attachment process status corresponding to the polarizer to be attached.

[0123] Among them, the rate interval refers to dividing the correction processing rate into different range segments for classifying and comparing the rates; the current stage refers to the specific time point or link at which the polarizer to be attached is located during the attachment process, such as the preparation stage, the initial attachment stage, the fine adjustment stage, etc.; the attachment ratio refers to the proportion of the attached part in the entire area to be attached; the attachment process refers to a series of continuous operations and changes that the polarizer to be attached undergoes from the beginning of attachment to the final completion.

[0124] Furthermore, the determination of the rate interval corresponding to the deviation correction processing rate can be achieved through the quantile method, such as: calculating the quantile of the rate (such as the quartile), and dividing the rate into low, medium and high rate intervals according to the quantile value; the evaluation of the current stage of the attachment process corresponding to the polarized light sheet to be attached can be achieved through a state machine model, such as: constructing a state machine, and judging the specific stage (such as preparation, preliminary, fine adjustment, etc.) according to the current rate and timestamp; the calculation of the attachment ratio corresponding to the polarized light sheet to be attached can be achieved through simple mathematical calculations, such as: using the formula (\text{attachment ratio} = \frac{\text{completed attachment area}}{\text{total attachment area}}) to directly calculate the ratio; the analysis of the attachment process corresponding to the polarized light sheet to be attached can be achieved through key performance indicator monitoring, such as: setting a KPI monitoring system, tracking process indicators such as rate, ratio, etc. in real time, and discovering problems in time; the query of the attachment process status corresponding to the polarized light sheet to be attached can be achieved through an interactive dashboard, such as: using Power BI or Tableau creates interactive dashboards to display the attachment process status and related details in real time.

[0125] S5. Based on the attachment process status, configure the attachment device parameters of the polarizer to be attached, extract the center position and correction amplitude of the attachment device parameters, monitor the attachment feedback parameters of the polarizer to be attached based on the center position and the correction amplitude, and generate a position correction scheme corresponding to the polarizer to be attached based on the attachment feedback parameters.

[0126] The present invention configures the attachment equipment parameters of the polarizer to be attached based on the attachment process status, which can significantly improve the efficiency and accuracy of attachment. By understanding the attachment process status in real time, the equipment parameters can be accurately adjusted to perfectly match the operation of the equipment with the needs of the current attachment stage, avoiding time waste and attachment errors caused by inappropriate parameters, thereby accelerating the overall attachment speed and improving the accuracy of attachment.

[0127] The attachment device parameters refer to various specific settings in the polarization attachment device that can affect the attachment effect and process, such as pressure value, temperature value, speed value, etc.

[0128] As an embodiment of the present invention, configuring the attachment device parameters of the polarizer to be attached based on the attachment process status includes: analyzing the state type corresponding to the attachment process status; based on the state type, determining the degree of adaptation of the current parameters in the preset polarization attachment device; based on the degree of adaptation, querying the parameter amplitude that needs to be adjusted in the preset polarization attachment device; based on the parameter amplitude, formulating a parameter adjustment plan corresponding to the attachment device; based on the parameter adjustment plan, configuring the attachment device parameters of the polarizer to be attached.

[0129] Among them, the state type refers to the specific classification to which the attachment process state belongs, such as fast progress state, slow progress state, stagnant state, etc.; the adaptation degree refers to the matching and compliance degree between the current parameters of the preset polarization attachment device and the attachment process state; the parameter amplitude refers to the size range of the parameter change that needs to be adjusted in the polarization attachment device; the parameter adjustment plan refers to the detailed adjustment steps and goals formulated in order to make the parameters of the polarization attachment device adapt to the attachment process state.

[0130] Furthermore, the analysis of the state type corresponding to the state of the attachment process can be achieved through a state classification algorithm, such as K-means clustering, decision tree and other algorithms; the determination of the degree of adaptation of the current parameters in the preset polarization attachment device can be achieved through a fuzzy logic tool, such as using a fuzzy logic controller to evaluate the degree of adaptation based on the similarity between the device parameters and the ideal conditions, and output the degree of adaptation value; the query of the parameter amplitude that needs to be adjusted in the preset polarization attachment device can be achieved through an optimization algorithm, such as using methods such as genetic algorithms (GA) and simulated annealing, setting the objective function, and automatically calculating the amplitude range of the adjustment parameters; the formulation of the parameter adjustment plan corresponding to the attachment device can be achieved through a decision support system, such as designing a decision support system, combining parameter adjustment suggestions and process requirements, and generating an adjustment plan; the configuration of the attachment device parameters of the polarizer to be attached can be achieved through an automated control system, such as directly configuring the device parameters through a PLC (programmable logic controller) system, and synchronously monitoring the set targets.

[0131] By extracting the center position and correction amplitude of the attachment device parameters, the present invention can accurately locate the normal working benchmark of the attachment device, clearly understand the parameter settings of the device under ideal conditions, provide an accurate reference point for subsequent adjustment and optimization, and help maintain the stable operation of the equipment and ensure the consistency of the attachment quality.

[0132] Among them, the center position refers to the benchmark setting value or intermediate value of the attachment device parameters under normal and ideal working conditions; the correction amplitude refers to the range or degree to which the attachment device parameters need to be adjusted in order to correct the deviation. Optionally, the extraction of the center position and correction amplitude of the attachment device parameters can be achieved through a data fitting method, such as: through curve fitting or function fitting of the distribution of device parameters, the extreme point or center point of the function can be used as the center position, and the range of variation of the slope of the function can reflect the correction amplitude.

[0133] Furthermore, the present invention monitors the attachment feedback parameters of the polarizer to be attached based on the center position and the correction amplitude, so as to achieve precise control of the attachment process. By comparing the feedback parameters with the clear center position and the reasonable correction amplitude, any slight deviation in the attachment process can be discovered in time, so that measures can be taken quickly to make adjustments and ensure the accuracy and quality of the attachment.

[0134] Among them, the attachment feedback parameters refer to the data or information that can reflect the attachment effect, quality, progress and other aspects collected by relevant monitoring equipment or systems during the attachment process of the polarizer to be attached, such as the attachment pressure value, temperature change, position deviation, degree of fit and other specific quantitative indicators. Optionally, the monitoring of the attachment feedback parameters of the polarizer to be attached can be achieved through a real-time monitoring system, such as: SCADA (data acquisition and monitoring system), to achieve real-time data collection, display and early warning.

[0135] Furthermore, the present invention generates a position correction scheme corresponding to the polarizer to be attached based on the attachment feedback parameters, which can achieve precise position adjustment. The attachment feedback parameters accurately reflect the actual situation of the current attachment. The position correction scheme generated based on these parameters can solve specific position deviation problems in a targeted manner, ensure that the polarizer can be accurately attached to the predetermined position, and improve the quality and performance of the product.

[0136] Among them, the position correction scheme refers to a series of specific adjustment measures and methods formulated to address the position deviation problem that occurs during the attachment process of the polarizer to be attached, which includes determining the direction, amplitude, timing of the correction, and the tools or equipment used, etc., aiming to enable the polarizer to be accurately attached to the predetermined position to ensure the attachment quality and product performance, including but not limited to the gap between the actual position and the ideal position of the current polarizer, the performance characteristics of the attachment equipment, the influence of the attachment environment, etc. Optionally, the generation of the position correction scheme corresponding to the polarizer to be attached can be achieved by a finite element analysis method, such as: establishing a finite element model of the polarizer and the attachment equipment, simulating the influence of different correction methods on the attachment effect, and thus selecting the optimal position correction scheme.

[0137] First, by acquiring the display characteristics of the product corresponding to the polarizing film to be attached, the present invention can accurately determine the attachment area of ​​the polarizing film, ensure that its installation position on the product is accurate, thereby maximizing the performance of the polarizing film and improving the display effect of the product. At the same time, based on the deviation coefficient, the present invention queries the attachment environment corresponding to the polarizing film to be attached, and can understand the degree of deviation between the performance of the polarizing film and the ideal state, so as to better evaluate its adaptability in the actual attachment environment, and can fully consider the impact of environmental factors on the attachment effect of the polarizing film. For example, factors such as temperature, humidity, and dust may cause changes in the performance of the polarizing film, or affect the accuracy and stability of attachment. Based on the aggregated data set, the present invention constructs an attachment architecture system corresponding to the polarizing film to be attached, integrates the position parameters extracted from the attachment position curve, and provides a rich and comprehensive method for constructing the attachment architecture system. Based on the data, the characteristics and requirements of different positions can be accurately understood, so as to design a more reasonable and efficient attachment architecture. The present invention adjusts the correction processing path of the polarizer to be attached based on the position correction pre-value, and provides an accurate direction and amplitude reference for adjusting the path, so that the polarizer can reach the ideal fitting position more accurately, so as to maximize its optical performance, facilitate timely discovery of potential problems and take preventive measures in advance, and reduce uncertainty and risks in the attachment process. Furthermore, the present invention configures the attachment equipment parameters of the polarizer to be attached based on the attachment process state, which can significantly improve the efficiency and accuracy of attachment. By understanding the attachment process state in real time, the equipment parameters can be accurately adjusted to perfectly match the operation of the equipment with the requirements of the current attachment stage, avoiding time waste and attachment errors caused by inappropriate parameters, thereby accelerating the overall attachment speed and improving the accuracy of attachment. Therefore, the position correction method and system for polarizer attachment proposed in the present invention can improve the position accuracy of polarizer attachment.

[0138] like Figure 2 1 is a functional module diagram of a position correction system for polarizing film attachment provided by an embodiment of the present invention.

[0139] The position correction system 200 for polarizing light sheet attachment of the present invention can be installed in an electronic device. According to the functions to be implemented, the position correction system 200 for polarizing light sheet attachment can include a deviation coefficient calculation module 201, a data aggregation module 202, a correction pre-value calculation module 203, a state query module 204, and a solution generation module 205. The module of the present invention can also be referred to as a unit, which refers to a series of computer program segments that can be executed by an electronic device processor and can complete fixed functions, which are stored in the memory of the electronic device.

[0140] In this embodiment, the functions of each module / unit are as follows:

[0141] The deviation coefficient calculation module 201 is used to obtain the product display characteristics corresponding to the polarizing plate to be attached, determine the attachment area corresponding to the polarizing plate to be attached based on the product display characteristics, analyze the attachment requirements corresponding to the attachment area, query the key attachment indicators in the attachment requirements, extract the indicator parameters in the key attachment indicators, and calculate the deviation coefficient corresponding to the indicator parameters;

[0142] A data aggregation module 202 is used to query the attachment environment corresponding to the polarizer to be attached based on the deviation coefficient, collect attachment parameters in the attachment environment, convert the attachment parameters into an attachment position curve, extract position parameters in the attachment position curve, and perform data aggregation on the position parameters to obtain an aggregated data set;

[0143] A correction pre-value calculation module 203 is used to construct an attachment architecture system corresponding to the polarized light sheet to be attached based on the aggregated data set, determine the optimal attachment orientation corresponding to the polarized light sheet to be attached based on the attachment architecture system, and calculate the position correction pre-value corresponding to the polarized light sheet to be attached according to the optimal attachment orientation;

[0144] A status query module 204 is used to adjust the correction processing path of the polarizer to be attached based on the position correction preset value, monitor the correction processing rate corresponding to the correction processing path in real time, and query the attachment process status corresponding to the polarizer to be attached based on the correction processing rate;

[0145] The scheme generation module 205 is used to configure the attachment device parameters of the polarizer to be attached based on the attachment process status, extract the center position and correction amplitude of the attachment device parameters, monitor the attachment feedback parameters of the polarizer to be attached based on the center position and the correction amplitude, and generate a position correction scheme corresponding to the polarizer to be attached based on the attachment feedback parameters.

[0146] In detail, the modules described in the position correction system 200 for implementing the position correction of the polarizer attached described in the embodiment of the present invention adopt the same technical means as the position correction method for implementing the position correction of the polarizer attached described in the accompanying drawings when used, and can produce the same technical effects, which will not be repeated here.

[0147] The above description is only a specific embodiment of the present invention, so that those skilled in the art can understand or implement the present invention. Various modifications to these embodiments will be apparent to those skilled in the art, and the general principles defined herein may be implemented in other embodiments without departing from the spirit or scope of the present invention. Therefore, the present invention will not be limited to the embodiments shown herein, but should conform to the widest scope consistent with the principles and novel features invented herein.

Claims

1. A method for realizing position correction under polarizing film attachment, characterized in that: The method comprises: Obtaining product display characteristics corresponding to the polarizing plate to be attached, determining an attachment area corresponding to the polarizing plate to be attached based on the product display characteristics, analyzing attachment requirements corresponding to the attachment area, querying key attachment indicators in the attachment requirements, extracting indicator parameters in the key attachment indicators, and calculating deviation coefficients corresponding to the indicator parameters; Based on the deviation coefficient, query the attachment environment corresponding to the polarizer to be attached, collect attachment parameters in the attachment environment, convert the attachment parameters into an attachment position curve, extract position parameters in the attachment position curve, and perform data aggregation on the position parameters to obtain an aggregated data set; Based on the aggregated data set, construct an attachment architecture system corresponding to the polarized light sheet to be attached, determine the optimal attachment orientation corresponding to the polarized light sheet to be attached based on the attachment architecture system, and calculate the position correction pre-value corresponding to the polarized light sheet to be attached according to the optimal attachment orientation; Based on the position correction preset value, adjusting the correction processing path of the polarizer to be attached, monitoring the correction processing rate corresponding to the correction processing path in real time, and querying the attachment process status corresponding to the polarizer to be attached based on the correction processing rate; Based on the attachment process status, the attachment device parameters of the polarizer to be attached are configured, the center position and the correction amplitude of the attachment device parameters are extracted, and based on the center position and the correction amplitude, the attachment feedback parameters of the polarizer to be attached are monitored; based on the attachment feedback parameters, a position correction scheme corresponding to the polarizer to be attached is generated.

2. The method for realizing position correction under polarizing film attachment as claimed in claim 1, characterized in that: The step of determining the attachment area corresponding to the polarizing plate to be attached based on the display characteristics of the product includes: Analyzing the screen size parameter in the display characteristics of the product; Based on the screen size parameter, determining a preliminary attachment range corresponding to the polarizing plate to be attached; Matching the preliminary attachment range with a display mode corresponding to the product display feature to obtain display matching data; Extracting key matching points in the displayed matching data; Based on the key matching points, an attachment area corresponding to the polarizer to be attached is determined.

3. The method for realizing position correction under polarizing film attachment as claimed in claim 1, characterized in that: The calculating the deviation coefficient corresponding to the indicator parameter includes: The deviation coefficient corresponding to the indicator parameter is calculated using the following formula: ； in, represents the deviation coefficient corresponding to the indicator parameter, Indicates the number of samples corresponding to the indicator parameter, Indicates the sample index corresponding to the indicator parameter, Indicates The polarization degree measurement value of samples, represents the average value of polarization degree, Indicates The transmittance measurement value of the samples, represents the average value of light transmittance, Indicates Thickness measurements of samples, Indicates the average value of thickness.

4. The method for realizing position correction under polarizing film attachment as claimed in claim 1, characterized in that: The querying of the attachment environment corresponding to the polarizing sheet to be attached based on the deviation coefficient includes: Analyze the performance deviation corresponding to the deviation coefficient; Based on the performance deviation, determining the environmental attachment factor corresponding to the polarizer to be attached; Analyzing potential associations between the environmental attachment factors; Based on the potential association, determining key attachment factors among the environmental attachment factors; Based on the key attachment factor, the attachment environment corresponding to the polarizer to be attached is queried.

5. The method for realizing position correction under polarizing film attachment as claimed in claim 1, characterized in that: The converting the attachment parameter into an attachment position curve comprises: Collecting attachment position data corresponding to the attachment parameters; Analyzing the position change trend corresponding to the attachment position data; Extracting position change points in the position change trend; Classifying the position change points to obtain classified position points; Querying the position sequence corresponding to the classification position point; The position sequence is converted into an attachment position curve.

6. The method for realizing position correction when attaching a polarizing plate according to claim 1, characterized in that: The step of constructing an attachment architecture system corresponding to the polarizing plate to be attached based on the aggregated data set includes: analyzing key aggregation parameters in the aggregated data set; Based on the key polymerization parameters, determining a preliminary attachment structure corresponding to the polarizer to be attached; Matching the preliminary attachment structure with the optical sheet characteristics of the polarizing sheet to be attached to obtain characteristic matching data; Extracting core matching elements from the characteristic matching data; Based on the core matching elements, an attachment architecture system corresponding to the polarizer to be attached is constructed.

7. The method for realizing position correction when attaching a polarizing plate according to claim 1, characterized in that: The calculating, according to the optimal lamination orientation, a position correction pre-value corresponding to the polarizer to be attached comprises: The position correction preset value corresponding to the polarizer to be attached is calculated using the following formula: ； in, represents the position correction preset value corresponding to the polarizer to be attached, represents the number of influencing parameters corresponding to the polarizer to be attached, Indicates the index of the influencing parameter, Indicates The weights of the influencing parameters, Indicates The actual position of the influencing parameters, Indicates The expected position of the influencing parameters, Indicates Correction coefficients for the influencing parameters, Indicates Environmental indexes that affect parameters, Indicates The standard deviation of the influencing parameters, represents the length of the attachment area corresponding to the optimal attachment orientation, Indicates different positions on the polarizer to be attached The magnitude of the force on Indicates at location The displacement caused by the force, Express of small increments.

8. The method for realizing position correction when attaching a polarizing plate according to claim 1, characterized in that: The step of adjusting the correction processing path of the polarizer to be attached based on the position correction preset value includes: Integrating the position correction pre-value with the initial position data of the polarizer to be attached to obtain position integration data; analyzing position deviation characteristics in the position integration data; Based on the position deviation characteristics, formulating a correction strategy corresponding to the polarizer to be attached; Based on the correction strategy, generating a correction operation instruction corresponding to a preset polarization attachment device; Based on the deflection correction operation instruction, the deflection correction processing path of the polarizer to be attached in the preset polarization attachment device is adjusted.

9. Applied to realize the position correction system under the attachment of polarizing film, characterized in that: The system is used to execute the method for realizing position correction under polarizing film attachment as described in any one of claims 1 to 8, and the system comprises: a deviation coefficient calculation module, used to obtain the product display characteristics corresponding to the polarizing plate to be attached, determine the attachment area corresponding to the polarizing plate to be attached based on the product display characteristics, analyze the attachment requirements corresponding to the attachment area, query the key attachment indicators in the attachment requirements, extract the indicator parameters in the key attachment indicators, and calculate the deviation coefficient corresponding to the indicator parameters; a data aggregation module, configured to query the attachment environment corresponding to the polarizer to be attached based on the deviation coefficient, collect attachment parameters in the attachment environment, convert the attachment parameters into an attachment position curve, extract position parameters in the attachment position curve, and perform data aggregation on the position parameters to obtain an aggregated data set; A deviation correction pre-value calculation module, used to construct an attachment architecture system corresponding to the polarized light sheet to be attached based on the aggregated data set, determine the optimal attachment orientation corresponding to the polarized light sheet to be attached based on the attachment architecture system, and calculate the position deviation correction pre-value corresponding to the polarized light sheet to be attached according to the optimal attachment orientation; A status query module, used for adjusting the correction processing path of the polarizer to be attached based on the position correction preset value, monitoring the correction processing rate corresponding to the correction processing path in real time, and querying the attachment process status corresponding to the polarizer to be attached based on the correction processing rate; A scheme generating module is used to configure the attachment device parameters of the polarizer to be attached based on the attachment process status, extract the center position and the correction amplitude of the attachment device parameters, monitor the attachment feedback parameters of the polarizer to be attached based on the center position and the correction amplitude, and generate a position correction scheme corresponding to the polarizer to be attached based on the attachment feedback parameters.

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