Online monitoring method and system for automatic electroplating equipment

Abstract

The invention provides an online monitoring method and system for automatic electroplating equipment, and is suitable for the technical field of data processing, and the method comprises the steps: carrying out the grouping of the position coordinate information of the electroplating equipment and the wireless communication parameter information of the electroplating equipment according to the number information of electroplating workshop regions, and obtaining the communication parameter combination information of the electroplating workshop regions; according to the electroplating workshop area communication parameter combination information and the electroplating workshop area communication parameter optimization matrix, optimized electroplating equipment wireless communication parameter information is obtained; and carrying out online monitoring on the automatic electroplating equipment according to the optimized wireless communication parameter information of the electroplating equipment. Scattered equipment data are aggregated according to regions, wireless communication environment differences of different regions of the electroplating workshop are adapted, it is guaranteed that parameter adjustment conforms to the workshop communication standard, and the problems of signal interference, transmission delay and the like possibly existing in different regions can be solved in a targeted mode; and the stability and the real-time performance of monitoring data transmission of the equipment in each region are obviously improved.

Description

TECHNICAL FIELD

[0001] The present application belongs to the technical field of data processing, and particularly relates to an automatic electroplating equipment online monitoring method and system. BACKGROUND

[0002] The current automatic electroplating equipment online monitoring field is rapidly developing in the direction of intelligentization, integration and real-time. With the continuous improvement of the requirements of the electroplating industry on product quality and production efficiency, a monitoring system integrating sensing technology, wireless communication technology and data processing technology has become a mainstream trend.

[0003] In the prior art, ZigBee, WiFi and other wireless communication methods are usually used to transmit the collected automatic electroplating equipment data to an upper computer to realize automatic monitoring of the automatic electroplating equipment.

[0004] However, in the automatic electroplating equipment online monitoring process, problems such as communication delay and unstable data transmission are prone to occur, which affects the monitoring efficiency and data accuracy. SUMMARY

[0005] Therefore, the embodiments of the present application provide an automatic electroplating equipment online monitoring method and system, aiming to solve the problems of insufficient real-time and low monitoring efficiency in the prior art.

[0006] The first aspect of the embodiments of the present application provides an automatic electroplating equipment online monitoring method, comprising: obtaining a plurality of electroplating equipment position coordinate information and a plurality of electroplating equipment wireless communication parameter information; the electroplating equipment position coordinate information and the electroplating equipment wireless communication parameter information correspond one by one; grouping and calculating the plurality of electroplating equipment position coordinate information and the plurality of electroplating equipment wireless communication parameter information according to preset electroplating workshop area quantity information to obtain a plurality of electroplating workshop area communication parameter combination information; obtaining a plurality of optimized electroplating equipment wireless communication parameter information according to the plurality of electroplating workshop area communication parameter combination information and a preset electroplating workshop area communication parameter optimization matrix; performing online monitoring on the automatic electroplating equipment according to the plurality of optimized electroplating equipment wireless communication parameter information.

[0007] The second aspect of the embodiments of the present application provides an automatic electroplating equipment online monitoring system, comprising: an information acquisition module, configured to obtain a plurality of electroplating equipment position coordinate information and a plurality of electroplating equipment wireless communication parameter information; the electroplating equipment position coordinate information and the electroplating equipment wireless communication parameter information correspond one by one; The electroplating workshop area communication parameter combination information generation module is configured to group and calculate the plurality of electroplating device position coordinate information and the plurality of electroplating device wireless communication parameter information according to the preset electroplating workshop area quantity information, and obtain a plurality of electroplating workshop area communication parameter combination information. The optimized electroplating device wireless communication parameter information generation module is configured to obtain a plurality of optimized electroplating device wireless communication parameter information according to the plurality of electroplating workshop area communication parameter combination information and a preset electroplating workshop area communication parameter optimization matrix. The automatic electroplating device online monitoring module is configured to perform online monitoring on the automatic electroplating device according to the plurality of optimized electroplating device wireless communication parameter information.

[0008] A third aspect of the embodiment of the present application provides a terminal device, which comprises a memory and a processor, the memory stores a computer program capable of running on the processor, and the processor implements the steps of the automatic electroplating device online monitoring method according to the first aspect described above when executing the computer program.

[0009] A fourth aspect of the embodiment of the present application provides a computer readable storage medium, which comprises a computer program stored therein, and the computer program is executed by a processor to implement the steps of the automatic electroplating device online monitoring method according to the first aspect described above.

[0010] Compared with the prior art, the embodiment of the present application has the beneficial effects that the dispersed device data is aggregated by area, the wireless communication environment difference of different areas of the electroplating workshop is adapted, the parameter adjustment is ensured to meet the workshop communication standard, the signal interference, transmission delay and other problems possibly existing in different areas are solved, the stability and real-time performance of the device monitoring data transmission in each area are significantly improved, the monitoring data loss or delay caused by poor communication is reduced, the accuracy and efficiency of the operation state monitoring on the plurality of automatic electroplating devices are ensured, and the actual needs of the multi-device and multi-area collaborative monitoring of the electroplating workshop are overall adapted. BRIEF DESCRIPTION OF DRAWINGS

[0011] In order to more clearly illustrate the technical solutions in the embodiments of the present application, the following will briefly introduce the drawings needed to be used in the embodiments or the prior art description. Obviously, the drawings in the following description are only some embodiments of the present application, and other drawings can be obtained by those skilled in the art without creative labor.

[0012] Figure 1 is the implementation flow diagram of the automatic electroplating device online monitoring method provided by the first embodiment of the present application; Figure 2is an implementation flowchart of the automatic electroplating equipment online monitoring method provided in Embodiment Two of the present application; Figure 3 is an implementation flowchart of the automatic electroplating equipment online monitoring method provided in Embodiment Three of the present application; Figure 4 is an implementation flowchart of the automatic electroplating equipment online monitoring method provided in Embodiment Four of the present application; Figure 5 is an implementation flowchart of the automatic electroplating equipment online monitoring method provided in Embodiment Five of the present application; Figure 6 is an implementation flowchart of the automatic electroplating equipment online monitoring method provided in Embodiment Six of the present application; Figure 7 is a structural schematic diagram of the automatic electroplating equipment online monitoring system provided in the present application; Figure 8 is a schematic diagram of the terminal device provided in the present application. DETAILED DESCRIPTION

[0013] In the following description, for the purpose of explanation and not limitation, specific details are set forth, such as particular system configurations, techniques, etc., in order to provide a thorough understanding of the present application. However, it will be apparent to one skilled in the art that the present application can be practiced in other embodiments that depart from these specific details. In other instances, detailed descriptions of well-known systems, devices, circuits, and methods are omitted so as not to obscure the description of the present application with unnecessary detail.

[0014] In order to illustrate the technical solutions described in the present application, the following will be described through specific embodiments.

[0015] Figure 1 An implementation flowchart of the automatic electroplating equipment online monitoring method provided in Embodiment One of the present application is shown, and is described in detail as follows: In step S101, a plurality of electroplating equipment position coordinate information and a plurality of electroplating equipment wireless communication parameter information are acquired; the electroplating equipment position coordinate information and the electroplating equipment wireless communication parameter information correspond one-to-one.

[0016] In the present embodiment, the electroplating equipment position coordinate information can refer to the specific spatial position data of each automatic electroplating equipment in the electroplating workshop under a preset coordinate system, which is usually established with a fixed reference point in the electroplating workshop as the origin, containing the horizontal (X-axis) and longitudinal (Y-axis) coordinate values of the equipment in the workshop plane, and in some scenarios, the equipment height (Z-axis) coordinate value will also be included, and each coordinate value is uniquely associated with a corresponding electroplating equipment, ensuring accurate positioning of the specific installation or running position of each equipment in the workshop, which can be achieved by installing a positioning module on the fixed rack of each automatic electroplating equipment. Common positioning modules include GPS positioning modules or UWB ultra-wideband positioning modules. The positioning module will collect the spatial position data of the equipment in real time and send the data to the database of the online monitoring system through wired or temporary wireless transmission links. After the system processes the received position data for deduplication and noise reduction, it stores multiple electroplating equipment position coordinate information corresponding to each equipment. The electroplating equipment wireless communication parameter information can refer to the key operating parameter data generated by the wireless communication module on each automatic electroplating equipment for transmitting online monitoring data, including signal reception strength (RSSI), signal interference value, data transmission rate, transmission delay, communication frequency band, transmission power, data packet loss rate, etc. These parameters directly reflect the working state and data transmission quality of the equipment wireless communication module, and each set of parameters is uniquely associated with a corresponding electroplating equipment and its position coordinate information. A parameter collection unit can be integrated into the wireless communication module of each automatic electroplating equipment. This collection unit will read each core parameter during the operation of the communication module in real time, and at the same time, combined with the parameter collection instructions issued by the online monitoring system, it will temporarily store the parameter data in the local storage unit of the equipment according to the preset collection frequency. Subsequently, the temporarily stored parameter data is uploaded to the parameter management module of the online monitoring system through the wireless communication link of the equipment itself. After the module performs format verification and abnormality filtering on the received parameter data, it forms multiple electroplating equipment wireless communication parameter information that can be used for subsequent grouping calculation.

[0017] In the embodiment, the electroplating equipment wireless communication parameter information can include electroplating equipment wireless signal strength information, electroplating equipment wireless signal transmission rate information, and electroplating equipment wireless communication error rate information. The electroplating equipment wireless signal strength information can refer to the power size data when the wireless communication module on the automatic electroplating equipment receives or transmits a wireless signal, which directly reflects the propagation attenuation degree and coverage effect of the wireless signal in the electroplating workshop environment. If the signal strength is too low, it can cause the data transmission between the equipment and the monitoring system to be interrupted or unstable. If the signal strength is too high, it can cause unnecessary energy waste. Moreover, the wireless signal strength information of each electroplating equipment corresponds to its own position coordinate information one-to-one, which is used for subsequent regional grouping calculation. A signal strength detection unit can be integrated in the wireless communication module of each automatic electroplating equipment. The unit can capture the wireless signal power value of the receiving end or the transmitting end in real time, record the data according to the preset collection period (such as collecting once every 2 seconds) of the online monitoring system, and then upload the recorded signal strength data to the parameter storage module of the online monitoring system through the wireless communication link of the equipment. After the system removes the abnormal values (such as instantaneous extreme value data) of the uploaded data, the electroplating equipment wireless signal strength information that can be used for analysis is formed. The electroplating equipment wireless signal transmission rate information can refer to the actual data transmission speed when the automatic electroplating equipment transmits monitoring data (such as coating thickness, equipment running current, etc.) to the online monitoring system through the wireless communication module. It is usually measured by the number of bits transmitted per second (bps). This data directly determines the transmission efficiency of the monitoring data from the equipment end to the system end. If the transmission rate is too low, it can cause monitoring data delay, affecting real-time judgment of the equipment running state. Moreover, the wireless signal transmission rate information of each electroplating equipment is associated with its position coordinate information and wireless signal strength information. The online monitoring system can send a rate test instruction to the wireless communication module of each automatic electroplating equipment. After the module receives the instruction, it sends a test data packet of a preset size to the system. The system records the time from sending to complete reception of the data packet, calculates the actual transmission rate combining the data packet size, and records the rate value when the equipment transmits monitoring data in real time. After integrating the two obtained rate data, the complete electroplating equipment wireless signal transmission rate information is formed.The wireless communication error code rate information of the electroplating equipment can refer to a ratio of the number of error data bits to the total number of data bits in the process of data transmission of the automatic electroplating equipment through the wireless communication module. The data directly reflects the reliability of wireless communication. High error code rate can lead to distortion of monitoring data, thereby affecting accurate evaluation of the running state of the electroplating equipment. The wireless communication error code rate information of each electroplating equipment is related to environmental factors such as electromagnetic interference in the workshop and equipment spacing. A data check unit can be arranged in the wireless communication module of each automatic electroplating equipment. The module will add a check code to the data when transmitting the data. After the online monitoring system receives the data, the data is checked through the same check algorithm. The number of data bits that fail to pass the check is counted. The error code rate is calculated in combination with the total number of data bits transmitted. The system regularly summarizes the error code rate data within a period of time. After removing the instantaneous high error code value caused by accidental factors, the electroplating equipment wireless communication error code rate information that can be used for subsequent grouping calculation is formed.

[0018] In step S102, according to the preset electroplating workshop area quantity information, the plurality of electroplating equipment position coordinate information and the plurality of electroplating equipment wireless communication parameter information are grouped and calculated to obtain a plurality of electroplating workshop area communication parameter combination information.

[0019] In the embodiment, the preset electroplating workshop area quantity information can be set by a person. The electroplating workshop area can be a pre-treatment area, an electroplating processing area, and a post-treatment area divided according to equipment functions. The electroplating workshop area can also be an east side area, a west side area, and a central area of the workshop divided according to spatial positions. The electroplating workshop area can also be a pre-treatment cleaning area, a plating layer deposition area, and a finished product detection area divided according to production processes. The plurality of electroplating equipment position coordinate information and the plurality of electroplating equipment wireless communication parameter information can be taken as a whole analysis object according to the electroplating workshop area quantity information. The similarity between the devices in position and communication parameters is calculated through a clustering algorithm. Then, the devices with high similarity are classified into the same area group. The position coordinate information and the wireless communication parameter information of all devices in each area group are summarized. The average value, the distribution range, and other statistical characteristics of each parameter in each group are calculated. Then, the statistical characteristics are combined with the identification information of the corresponding area. Finally, the plurality of electroplating workshop area communication parameter combination information including the area identification, the number of devices in the area, the average position coordinate, and the statistical value of the wireless communication parameter are formed.

[0020] In step S103, according to the plurality of electroplating workshop area communication parameter combination information and the preset electroplating workshop area communication parameter optimization matrix, a plurality of optimized electroplating equipment wireless communication parameter information is obtained.

[0021] In the embodiment, the preset electroplating workshop area communication parameter optimization matrix can be set artificially. The key parameters (including the average wireless signal strength in the area, the average wireless signal transmission rate, the average wireless communication error rate, and the equipment distribution characteristics in the area) in each electroplating workshop area communication parameter combination information can be extracted first, and then the key parameters are compared with the standard parameter threshold of the corresponding area in the preset electroplating workshop area communication parameter optimization matrix, the difference value between the current parameters and the standard parameters is found out, and then according to the size and direction of the difference value, the corresponding parameter adjustment strategy is called from the optimization matrix, such as calling the signal enhancement adjustment rule for the area with insufficient signal strength, calling the anti-interference adjustment rule for the area with high error rate, and then the wireless communication parameter information of each electroplating equipment in the area is individually corrected according to the adjustment strategy, to ensure that the corrected parameters meet the overall optimization requirements of the area and adapt to the position and communication environment of the single equipment. Finally, the corrected electroplating equipment wireless communication parameter information in all areas is summarized to form a plurality of optimized electroplating equipment wireless communication parameter information.

[0022] In step S104, the automatic electroplating equipment is monitored online according to the plurality of optimized electroplating equipment wireless communication parameter information.

[0023] In the embodiment, each set of optimized parameters can be configured into the wireless communication module of the corresponding automatic electroplating equipment first, to ensure that the equipment establishes a communication connection with the online monitoring system according to the optimized parameters. Then the online monitoring system issues data collection instructions to each automatic electroplating equipment, which clearly specifies the collection type of the monitoring data, such as coating thickness data, equipment running current data, etc., and the collection frequency. Then each automatic electroplating equipment collects its real-time running data according to the instructions, and transmits the data to the online monitoring system through the configured optimized wireless communication parameters. Then the system receives the monitoring data transmitted by each equipment, performs integrity check and format standardization processing on the data, and eliminates abnormal data that may occur during transmission. Then the system compares the processed monitoring data with the preset equipment normal running parameter threshold to determine whether the running state of each equipment is normal. Finally, the system generates a warning information for the equipment determined to be in an abnormal state, and synchronously records the monitoring data and running state of all equipment, to realize online monitoring of the automatic electroplating equipment.

[0024] The automatic electroplating equipment online monitoring method provided by the embodiments of the present application aggregates scattered equipment data according to regions, adapts to the differences in wireless communication environments in different regions of an electroplating workshop, ensures that parameter adjustment conforms to the communication standards of the workshop, and solves problems such as signal interference and transmission delay that may exist in different regions, thereby significantly improving the stability and real-time performance of the transmission of equipment monitoring data in each region, reducing the loss or delay of monitoring data caused by poor communication, and ensuring the accuracy and efficiency of monitoring the running states of multiple automatic electroplating equipment.

[0025] Figure 2 An implementation flowchart of the automatic electroplating equipment online monitoring method provided by Embodiment Two of the present application is shown, which is different from Embodiment One described above in that the step S102 specifically includes: Step S201: According to the multiple electroplating equipment position coordinate information and the multiple electroplating equipment wireless communication parameter information, matching, splicing and format conversion processing are performed to obtain a multiple electroplating equipment wireless communication position parameter matching matrix.

[0026] In this embodiment, the position coordinate information of each electroplating equipment can be matched with the corresponding electroplating equipment wireless communication parameter information one by one to ensure that the position data and the communication parameter data of each equipment are accurately associated, and then each set of matched data is spliced to integrate the scattered position coordinate data and the communication parameter data into a complete equipment data record, and then each equipment data record after splicing is converted into a uniform data format recognizable by the online monitoring system, such as adjusting the numerical units and data types of different parameters to a consistent standard, and then after completing the matching, splicing and format conversion of all equipment data, a multiple electroplating equipment wireless communication position parameter matching matrix is generated, each matrix corresponding to the complete associated data of one electroplating equipment.

[0027] Step S202: According to the preset electroplating workshop region quantity information, the multiple electroplating equipment wireless communication position parameter matching matrices are randomly extracted to obtain multiple extracted electroplating equipment wireless communication position parameter matching matrices.

[0028] In this embodiment, the preset electroplating workshop region quantity information can be artificially preset. The number of electroplating equipment wireless communication position parameter matching matrices to be extracted in each group can be determined according to the number of groups, and then a corresponding number of matrices are extracted from all the multiple electroplating equipment wireless communication position parameter matching matrices according to a random extraction rule, and then after the extraction operation is completed, multiple extracted electroplating equipment wireless communication position parameter matching matrices are generated.

[0029] Step S203, according to the plurality of electroplating equipment wireless communication location parameter matching matrix and the plurality of extracted electroplating equipment wireless communication location parameter matching matrix, obtain the plurality of remaining electroplating equipment wireless communication location parameter matching matrix.

[0030] In the embodiment, the total list of the plurality of electroplating equipment wireless communication location parameter matching matrix can be sorted first, then the part not included in the plurality of extracted electroplating equipment wireless communication location parameter matching matrix is screened from the total list, then the screened part is checked one by one to ensure that there is no omission or repetition, and then the checked matrix is summarized to generate the plurality of remaining electroplating equipment wireless communication location parameter matching matrix.

[0031] Step S204, calculate the logical distance of the plurality of extracted electroplating equipment wireless communication location parameter matching matrix and the plurality of remaining electroplating equipment wireless communication location parameter matching matrix, to obtain the plurality of electroplating equipment wireless communication location parameter matching matrix distance information.

[0032] In the embodiment, for each remaining electroplating equipment wireless communication location parameter matching matrix, the dimension difference calculation is respectively performed with each extracted electroplating equipment wireless communication location parameter matching matrix, then the overall difference degree between the two is obtained by comprehensive weighted operation of each dimension difference value, and then all the calculated difference degree results are summarized to generate the plurality of electroplating equipment wireless communication location parameter matching matrix distance information.

[0033] In the embodiment, the logical distance can be Euclidean distance.

[0034] Step S205, according to the plurality of electroplating equipment wireless communication location parameter matching matrix distance information and the plurality of extracted electroplating equipment wireless communication location parameter matching matrix, the plurality of remaining electroplating equipment wireless communication location parameter matching matrix is grouped to obtain the plurality of electroplating equipment wireless communication location parameter matching matrix grouping information.

[0035] In the embodiment, the plurality of electroplating equipment wireless communication location parameter matching matrix distance information can be used to determine which extracted electroplating equipment wireless communication location parameter matching matrix is closest to each remaining electroplating equipment wireless communication location parameter matching matrix, then the closest remaining matrix and the corresponding extracted matrix are grouped into the same group, then after the grouping judgment of all remaining matrices is completed, a plurality of matrix sets are initially formed, and then each set is identified and recorded to generate the plurality of electroplating equipment wireless communication location parameter matching matrix grouping information.

[0036] Step S206, according to the plurality of electroplating equipment wireless communication location parameter matching matrix grouping information, the plurality of extracted electroplating equipment wireless communication location parameter matching matrix and the preset electroplating equipment wireless communication location parameter grouping error threshold, the plurality of electroplating workshop area communication parameter combination information is obtained.

[0037] In the embodiment, the preset electroplating equipment wireless communication location parameter grouping error threshold can be artificially preset. The average value of the position coordinates of all matrices in each group, the wireless communication parameter statistical value (such as the average signal strength, the average transmission rate) can be calculated for each electroplating equipment wireless communication location parameter matching matrix grouping information in combination with the plurality of extracted electroplating equipment wireless communication location parameter matching matrices in the group, and then the statistical values are compared with the preset electroplating equipment wireless communication location parameter grouping error threshold to determine whether the statistical values are within the error allowable range, and then the parameters of the groups exceeding the error range are fine-tuned to ensure the data consistency in the groups, and then the statistical values of each group meeting the error requirement are combined with the corresponding area identifier to generate the plurality of electroplating workshop area communication parameter combination information.

[0038] The automatic electroplating equipment online monitoring method provided by the embodiment improves the accuracy and data consistency of the electroplating workshop area grouping, adapts to the communication environment differences of different areas, reduces accidental errors in the grouping process, and then ensures the pertinence of subsequent wireless communication parameter optimization, significantly improves the stability and real-time performance of the automatic electroplating equipment online monitoring data transmission, reduces the parameter optimization failure problem caused by grouping deviation, and is more suitable for the collaborative monitoring demand of the complex environment of the electroplating workshop with multiple devices and multiple areas.

[0039] Figure 3 The implementation flowchart of the automatic electroplating equipment online monitoring method provided by the third embodiment of the application is shown, which is different from the second embodiment described above in that the step S206 specifically includes: Step S301, the average value of the plurality of electroplating equipment wireless communication location parameter matching matrix grouping information is calculated to generate a plurality of electroplating equipment wireless communication location parameter matching matrix grouping average matrix.

[0040] In the embodiment, the position coordinate information and the electroplating equipment wireless communication parameter information contained in all matrices in the group can be extracted for each electroplating equipment wireless communication location parameter matching matrix grouping information, and then the average value of the position coordinate information in the same grouping is calculated to obtain the average position coordinates of the group, and the average value of the wireless communication parameter information (such as signal strength, transmission rate, and bit error rate) is calculated to obtain the average value of each parameter, and then the average position coordinates and the average parameter values are integrated into a unified matrix, and then after the average value calculation of all groupings is completed, a plurality of electroplating equipment wireless communication location parameter matching matrix grouping average matrix is generated.

[0041] Step S302, calculate the multiple electroplating equipment wireless communication location parameter matching matrix grouping mean matrix and the difference value of the multiple extracted electroplating equipment wireless communication location parameter matching matrix, to obtain the multiple electroplating equipment wireless communication location parameter grouping error information.

[0042] In the embodiment, the electroplating equipment wireless communication location parameter matching matrix grouping mean matrix can be compared with the corresponding extracted electroplating equipment wireless communication location parameter matching matrix, and then the difference value between the parameter value of the grouping mean matrix and the corresponding parameter value of the extracted matrix is calculated for each item parameter (including the position coordinate and the wireless communication parameter) in the matrix, and then the parameter difference values of the same matrix are integrated together to form the error record of the group, and then the error records of all groups are summarized to generate the multiple electroplating equipment wireless communication location parameter grouping error information.

[0043] Step S303, judge whether the multiple electroplating equipment wireless communication location parameter grouping error information is less than or equal to the preset electroplating equipment wireless communication location parameter grouping error threshold value; if yes, go to step S304; if no, go to step S305.

[0044] In the embodiment, the preset electroplating equipment wireless communication location parameter grouping error threshold value can be artificially preset. The parameter difference values in each electroplating equipment wireless communication location parameter grouping error information can be compared one by one with the preset electroplating equipment wireless communication location parameter grouping error threshold value, and then it is judged whether all parameter difference values in the grouping error information meet the condition that they are less than or equal to the corresponding threshold value, and then if all parameter difference values meet the condition, it is determined that the grouping error information meets the requirement, and if at least one parameter difference value exceeds the threshold value, it is determined that the grouping error information does not meet the requirement.

[0045] Step S304, the multiple electroplating equipment wireless communication location parameter matching matrix grouping information is taken as the multiple electroplating workshop area communication parameter combination information.

[0046] In the embodiment, when it is determined that the multiple electroplating equipment wireless communication location parameter grouping error information is less than or equal to the preset electroplating equipment wireless communication location parameter grouping error threshold value, the core content in each electroplating equipment wireless communication location parameter matching matrix grouping information, the in-group device identifier, the average position coordinate, and the statistical value of each wireless communication parameter can be extracted, and then these contents are arranged and standardized to ensure the data format uniformity and information integrity, and then the arranged each group information is associated with the corresponding electroplating workshop area identifier, and then the multiple electroplating workshop area communication parameter combination information is generated.

[0047] Step S305, the plurality of electroplating equipment wireless communication location parameter matching matrix grouping average matrix is matched as a plurality of extracted electroplating equipment wireless communication location parameter matching matrix, and returns to step S203.

[0048] In the embodiment, when it is determined that the electroplating equipment wireless communication location parameter grouping error information is greater than the preset electroplating equipment wireless communication location parameter grouping error threshold, the corresponding plurality of electroplating equipment wireless communication location parameter matching matrix grouping average matrix can be matched as a new plurality of extracted electroplating equipment wireless communication location parameter matching matrix, and then replace the original extracted matrix, that is, according to the updated extracted matrix and all the plurality of electroplating equipment wireless communication location parameter matching matrix, a plurality of remaining electroplating equipment wireless communication location parameter matching matrix is reselected and generated, and then the subsequent logical distance calculation and grouping processing step is entered, and the iteration process of grouping optimization is realized.

[0049] The automatic electroplating equipment online monitoring method provided in the embodiment improves the accuracy and reliability of the electroplating workshop area communication parameter combination information, ensures that the grouping result strictly meets the preset error requirement, thereby reducing the subsequent parameter optimization failure problem caused by the initial grouping deviation, more accurately adapts to the wireless communication environment difference of different areas of the electroplating workshop, significantly enhances the stability and real-time performance of the automatic electroplating equipment online monitoring data transmission, and better meets the collaborative monitoring demand in the complex scene of multiple devices and multiple areas.

[0050] Figure 4 The implementation flowchart of the automatic electroplating equipment online monitoring method provided in the fourth embodiment of the application is shown, which is different from the first embodiment described above in that the step S102 specifically includes: Step S401, according to the preset electroplating workshop area quantity information, randomly extracting the plurality of electroplating equipment location coordinate information to obtain a plurality of extracted electroplating equipment location coordinate information.

[0051] In the embodiment, the preset electroplating workshop area quantity information can be artificially preset. According to the area quantity information, the number of electroplating equipment location coordinate information to be extracted in each area can be determined, then the corresponding number of coordinate information is extracted from the plurality of electroplating equipment location coordinate information according to the random extraction rule, and then the extraction operation is completed to generate the plurality of extracted electroplating equipment location coordinate information.

[0052] Step S402, according to the plurality of electroplating equipment location coordinate information and the plurality of extracted electroplating equipment location coordinate information, a plurality of remaining electroplating equipment location coordinate information is obtained.

[0053] In the embodiment, a total list of the plurality of electroplating equipment position coordinate information can be first sorted out, and then the total list is compared with the plurality of extracted electroplating equipment position coordinate information, the part of the coordinate information not included in the plurality of extracted electroplating equipment position coordinate information is filtered out from the total list, and then the filtered part of the coordinate information is checked one by one to ensure that there is no omission or repetition, and then the checked coordinate information is summarized and arranged to generate the plurality of remaining electroplating equipment position coordinate information.

[0054] In step S403, the plurality of electroplating equipment position coordinate distance information is calculated according to the plurality of extracted electroplating equipment position coordinate information and the plurality of remaining electroplating equipment position coordinate information.

[0055] In the embodiment, the dimension difference calculation can be realized by the Euclidean distance algorithm, which can be to calculate the difference value of two coordinate points on each coordinate axis, square and add these difference values, and then take the square root of the sum to obtain the Euclidean distance between two points, that is, the logical distance between two coordinate information, and then the comprehensive weighted operation is performed on each dimension difference value to obtain the overall difference degree between the two, and then all the calculated difference degree results are summarized to generate the plurality of electroplating equipment position coordinate distance information.

[0056] In step S404, the plurality of electroplating equipment position coordinate grouping information is obtained by grouping the plurality of remaining electroplating equipment position coordinate information according to the plurality of electroplating equipment position coordinate distance information and the plurality of extracted electroplating equipment position coordinate information.

[0057] In the embodiment, the distance between each remaining electroplating equipment position coordinate information and the extracted electroplating equipment position coordinate information closest to it can be determined according to the plurality of electroplating equipment position coordinate distance information, and then the remaining coordinate information closest to the distance and the corresponding extracted coordinate information are grouped into the same group, and then after the grouping judgment of all the remaining coordinate information is completed, a plurality of coordinate sets are initially formed, and then each set is identified and recorded to generate the plurality of electroplating equipment position coordinate grouping information.

[0058] In step S405, the plurality of electroplating workshop area communication parameter combination information is obtained according to the plurality of electroplating equipment position coordinate grouping information, the plurality of electroplating equipment wireless communication parameter information, and the preset electroplating equipment position coordinate grouping error threshold.

[0059] In the embodiment, the preset plating equipment position coordinate grouping error threshold can be artificially preset. For each plating equipment position coordinate grouping information, the average value of the position coordinates of all equipment in each group and the statistical value of the wireless communication parameters (such as the average signal strength, the average transmission rate, and the average bit error rate) of the equipment in the group can be calculated, and then the statistical values are compared with the preset plating equipment position coordinate grouping error threshold to determine whether the statistical values are within the error allowable range. If the statistical values are not within the error allowable range, the parameters of the group are fine-tuned, the wireless communication parameters of the equipment in the group are adjusted, the statistical values are made to meet the error requirement, the data consistency in the group is ensured, and then each group of statistical values meeting the error requirement is combined with the corresponding area identifier to generate a plurality of plating workshop area communication parameter combination information.

[0060] The automatic plating equipment online monitoring method provided in the embodiment can improve the accuracy of area division by grouping the plating equipment position coordinate information and comprehensively considering the correlation between the equipment position and the wireless communication parameters, make the subsequent wireless communication parameter optimization more targeted, effectively reduce the communication problems caused by unreasonable grouping, significantly enhance the stability and real-time performance of the data transmission of the automatic plating equipment online monitoring, and better meet the actual needs of efficient and accurate online monitoring of the automatic plating equipment in a complex environment with multiple equipment and multiple areas in a plating workshop.

[0061] Figure 5 An implementation flowchart of the automatic plating equipment online monitoring method provided in the fifth embodiment of the application is shown, which is different from the fourth embodiment in that the step S405 specifically includes: In step S501, the position coordinate grouping center information of the plurality of plating equipment is calculated according to the plurality of plating equipment position coordinate grouping information.

[0062] In the embodiment, the position coordinate information of all equipment in a group can be extracted for each plating equipment position coordinate grouping information. The position coordinate information refers to the specific spatial position data of each automatic plating equipment in a preset coordinate system in a plating workshop, including the horizontal (X-axis) and vertical (Y-axis) coordinate values of the equipment in the plane of the workshop, and in some scenarios, the height (Z-axis) coordinate value of the equipment. The center coordinates of the group can be obtained by calculating the average value of the position coordinate information in the same group. Specifically, the average value of the X-axis coordinates, the average value of the Y-axis coordinates, and the average value of the Z-axis coordinates of all equipment in the group can be calculated, and these average values are taken as the center coordinates of the group. Then, the center coordinates of all groups are integrated into a unified information set, and after the center coordinates of all groups are calculated and integrated, the position coordinate grouping center information of the plurality of plating equipment is generated.

[0063] Step S502, according to the multiple electroplating equipment position coordinate grouping information and the multiple electroplating equipment position coordinate grouping center information, the multiple electroplating equipment position coordinate grouping error information is calculated.

[0064] In the embodiment, each electroplating equipment position coordinate grouping information can be compared with the corresponding electroplating equipment position coordinate grouping center information, and then for each electroplating equipment position coordinate information in each group, the difference between the coordinate and the center coordinate in each dimension (such as X axis, Y axis, Z axis) is calculated. Here, the calculation of the difference can reflect the deviation of each device position from the center of the group. Then, the difference values in the same group are integrated to form the error record of the group, which is used to measure the dispersion degree of each group of data. Then, the error records of all groups are summarized to generate the multiple electroplating equipment position coordinate grouping error information.

[0065] Step S503, determine whether the average of the multiple electroplating equipment position coordinate grouping error information is less than or equal to the preset electroplating equipment position coordinate grouping error threshold value; if yes, go to step S504; if no, go to step S505.

[0066] In the embodiment, the preset electroplating equipment position coordinate grouping error threshold value can be artificially preset. The average of the error values in the multiple electroplating equipment position coordinate grouping error information can be calculated to obtain the average of the multiple electroplating equipment position coordinate grouping error information. The average of the multiple electroplating equipment position coordinate grouping error information can comprehensively reflect the overall error level of all groups. Then, the average of the multiple electroplating equipment position coordinate grouping error information is compared with the preset electroplating equipment position coordinate grouping error threshold value to determine whether the average of the electroplating equipment position coordinate grouping error information is less than or equal to the threshold value. Then, if the average of the multiple electroplating equipment position coordinate grouping error information is less than or equal to the threshold value, it indicates that the grouping error is within an acceptable range, the grouping result is reasonable, and the requirements of subsequent analysis and application can be met. If the average of the multiple electroplating equipment position coordinate grouping error information is greater than the threshold value, it indicates that the grouping has deviation, which may be caused by the unrepresentativeness of the extracted sample or the inaccuracy of the grouping algorithm, and further optimization of the grouping is needed.

[0067] Step S504, according to the multiple electroplating equipment position coordinate grouping information, the multiple electroplating equipment wireless communication parameter information is grouped and calculated to obtain the multiple electroplating workshop area communication parameter combination information.

[0068] In the embodiment, the information of the position coordinates of each electroplating equipment can be grouped first, and the range of the equipment contained in the group is determined. Then, the wireless communication parameter information of the corresponding equipment is filtered from the wireless communication parameter information of the plurality of electroplating equipments according to the equipment range. The wireless communication parameter information of the electroplating equipment can include the wireless signal strength information, the wireless signal transmission rate information, and the wireless communication error rate information of the electroplating equipment, etc. These parameters directly reflect the working state and data transmission quality of the wireless communication module of the equipment. Then, the statistical values of each parameter, such as the average signal strength, the average transmission rate, and the average error rate, are calculated for the wireless communication parameter information filtered in the same group. Then, the statistical values are combined with the identification information of the corresponding area to generate a plurality of electroplating workshop area communication parameter combination information. The combination information contains the area identification, the number of equipment in the area, the average position coordinates, the statistical values of the wireless communication parameters, etc. It provides key data support for subsequent online monitoring of the automatic electroplating equipment.

[0069] In step S505, the plurality of electroplating equipment position coordinate grouping center information is taken as the plurality of extracted electroplating equipment position coordinate information, and returned to step S402.

[0070] In the embodiment, when it is determined that the average value of the plurality of electroplating equipment position coordinate grouping error information is greater than the preset electroplating equipment position coordinate grouping error threshold value, it indicates that the current grouping is not accurate enough and needs to be adjusted. The plurality of electroplating equipment position coordinate grouping center information can be taken as new plurality of extracted electroplating equipment position coordinate information, and then the original extracted electroplating equipment position coordinate information is replaced. Then, based on the new extracted electroplating equipment position coordinate information, the total list of all the plurality of electroplating equipment position coordinate information is reorganized. The total list is compared with the new extracted electroplating equipment position coordinate information. The part of the coordinate information not included in the new extracted electroplating equipment position coordinate information is filtered out from the total list. Then, the part of the coordinate information is checked one by one to ensure that there is no omission or repetition. The plurality of remaining electroplating equipment position coordinate information is generated by summarizing and organizing. Then, the plurality of extracted electroplating equipment position coordinate information and the plurality of remaining electroplating equipment position coordinate information are used to re-calculate the plurality of electroplating equipment position coordinate distance information. The plurality of remaining electroplating equipment position coordinate information is grouped again according to the distance information to obtain new plurality of electroplating equipment position coordinate grouping information. Through such an iterative process, the grouping result is continuously optimized to make the grouping more accurate, thereby meeting the needs of efficient and accurate online monitoring of the automatic electroplating equipment.

[0071] The automatic electroplating equipment online monitoring method provided by the embodiment of the application can strictly control and iteratively optimize the grouping error, improve the accuracy and stability of the region division, make the grouping result more closely fit the actual distribution of the equipment in the electroplating workshop and the characteristics of the wireless communication environment, thereby making the subsequent wireless communication parameter optimization work more targeted and effective, significantly enhancing the stability and real-time performance of the automatic electroplating equipment online monitoring data transmission, effectively reducing the problems of poor communication, data loss or delay caused by unreasonable grouping, and fully meeting the actual needs of high-quality online monitoring of the automatic electroplating equipment in the complex environment of multiple devices and multiple regions in the electroplating workshop.

[0072] Figure 6 An implementation flowchart of the automatic electroplating equipment online monitoring method provided by the embodiment six of the application is shown, which is different from the embodiment one as follows: The preset electroplating workshop region communication parameter optimization matrix includes a preset electroplating workshop region communication stability optimization sub-matrix, a preset electroplating workshop region communication real-time performance optimization sub-matrix, and a preset electroplating workshop region communication energy efficiency optimization sub-matrix. The step S103 specifically includes: The step S601 generates a plurality of electroplating workshop region communication parameter combination matrices according to the plurality of electroplating workshop region communication parameter combination information and the plurality of electroplating equipment position coordinate information.

[0073] In this embodiment, the position information of the equipment in the region and the communication parameter information can be integrated together for each electroplating workshop region communication parameter combination information in combination with the plurality of electroplating equipment position coordinate information associated therewith, arranged according to a specific matrix format set by a person, and then the integrated data of all regions are summarized to generate a plurality of electroplating workshop region communication parameter combination matrices, each of which represents the comprehensive communication parameter situation of an electroplating workshop region.

[0074] The step S602 performs multiplication calculation according to the plurality of electroplating workshop region communication parameter combination matrices and the preset electroplating workshop region communication stability optimization sub-matrix to obtain a plurality of electroplating workshop region communication stability optimization parameter combination matrices.

[0075] In the embodiment, the preset electroplating workshop area communication stability optimization sub-matrix, the preset electroplating workshop area communication real-time optimization sub-matrix, and the preset electroplating workshop area communication energy efficiency optimization sub-matrix can all be artificially preset. Based on the matrix operation rules, the communication stability related parameters in the electroplating workshop area communication parameter combination matrix, such as signal strength stability and bit error rate stability, can be calculated by weighting, and the corresponding optimization weights and rules in the preset electroplating workshop area communication stability optimization sub-matrix can be operated to obtain a plurality of electroplating workshop area communication stability optimization parameter combination matrices that can reflect the optimization direction and degree of communication stability.

[0076] In step S603, the multiplication calculation is performed according to the plurality of electroplating workshop area communication parameter combination matrices and the preset electroplating workshop area communication real-time optimization sub-matrix to obtain a plurality of electroplating workshop area communication real-time optimization parameter combination matrices.

[0077] In the embodiment, the multiplication calculation can be performed on the plurality of electroplating workshop area communication parameter combination matrices and the preset electroplating workshop area communication real-time optimization sub-matrix in the matrix operation manner. The communication real-time related parameters in the electroplating workshop area communication parameter combination matrix, such as data transmission delay time and transmission rate fluctuation, can be operated according to the optimization weights and rules in the preset electroplating workshop area communication real-time optimization sub-matrix, and then a plurality of electroplating workshop area communication real-time optimization parameter combination matrices can be generated to clearly define the optimization strategy and target parameter of each area in the communication real-time aspect.

[0078] In step S604, the multiplication calculation is performed according to the plurality of electroplating workshop area communication parameter combination matrices and the preset electroplating workshop area communication energy efficiency optimization sub-matrix to obtain a plurality of electroplating workshop area communication energy efficiency optimization parameter combination matrices.

[0079] In the embodiment, the multiplication calculation can be performed on the plurality of electroplating workshop area communication parameter combination matrices and the preset electroplating workshop area communication energy efficiency optimization sub-matrix, so as to operate the communication energy efficiency related parameters in the electroplating workshop area communication parameter combination matrix, such as the transmission power of the wireless communication module, the ratio of energy consumption to data transmission volume, and the like, according to the optimization weights and rules in the preset electroplating workshop area communication energy efficiency optimization sub-matrix, and then a plurality of electroplating workshop area communication energy efficiency optimization parameter combination matrices can be obtained.

[0080] In step S605, the weighted summation is performed according to the plurality of electroplating workshop area communication stability optimization parameter combination matrices, the plurality of electroplating workshop area communication real-time optimization parameter combination matrices, and the preset electroplating workshop area communication parameter correlation weight to obtain a plurality of electroplating workshop area communication parameter correlation weighted information.

[0081] In the embodiment, the preset electroplating workshop area communication parameter correlation weight can be artificially preset, and can be used to reflect the relative importance of communication stability, real-time performance and energy efficiency in overall optimization. The multiple electroplating workshop area communication stability optimization parameter combination matrix and the multiple electroplating workshop area communication real-time performance optimization parameter combination matrix can be combined first, and a weighted sum operation is performed according to the preset electroplating workshop area communication parameter correlation weight. The stability optimization parameters and the real-time performance optimization parameters are comprehensively calculated according to their respective weights to obtain a numerical set that comprehensively reflects the communication stability and real-time performance optimization results. Then, the numerical set is arranged into multiple electroplating workshop area communication parameter correlation weighted information, which is used to balance the optimization emphasis of communication stability and real-time performance.

[0082] In step S606, the multiple electroplating workshop area communication parameter correlation weighted information and the multiple electroplating workshop area communication energy efficiency optimization parameter combination matrix are multiplied to obtain the multiple optimized electroplating equipment wireless communication parameter information.

[0083] In the embodiment, the communication parameter correlation weighted information of the comprehensive stability and real-time performance optimization results can be operated with the parameters in the communication energy efficiency optimization parameter combination matrix based on the matrix operation rules, so as to generate the multiple optimized electroplating equipment wireless communication parameter information. Thus, the communication stability, real-time performance and energy efficiency and other factors are comprehensively considered to provide accurate parameter configuration guidance for efficient and stable communication of the automatic electroplating equipment.

[0084] The automatic electroplating equipment online monitoring method provided by the embodiment can finely optimize the electroplating workshop area communication parameters from multiple dimensions such as communication stability, real-time performance and energy efficiency, comprehensively improve the communication quality of the automatic electroplating equipment online monitoring, and ensure the stability, real-time performance of the monitoring data transmission and the efficient and energy-saving operation of the equipment. Therefore, the method greatly meets the actual needs of the complex and changeable production environment of the electroplating workshop and the multi-device collaborative monitoring.

[0085] Corresponding to the method of the above embodiment, Figure 7 A structure block diagram of the automatic electroplating equipment online monitoring system provided by the embodiment is shown. For ease of illustration, only the parts related to the embodiment are shown. Figure 7 The example automatic electroplating equipment online monitoring system can be the execution subject of the automatic electroplating equipment online monitoring method provided by the first embodiment.

[0086] Referring to Figure 7 The automatic electroplating equipment online monitoring system includes: An information acquisition module 710 is configured to acquire multiple electroplating equipment position coordinate information and multiple electroplating equipment wireless communication parameter information. The electroplating equipment position coordinate information and the electroplating equipment wireless communication parameter information are in one-to-one correspondence. The electroplating workshop area communication parameter combination information generation module 720 is configured to group and calculate the plurality of electroplating device position coordinate information and the plurality of electroplating device wireless communication parameter information according to preset electroplating workshop area quantity information, to obtain a plurality of electroplating workshop area communication parameter combination information. The optimized electroplating device wireless communication parameter information generation module 730 is configured to obtain a plurality of optimized electroplating device wireless communication parameter information according to the plurality of electroplating workshop area communication parameter combination information and a preset electroplating workshop area communication parameter optimization matrix. The automatic electroplating device online monitoring module 740 is configured to perform online monitoring on the automatic electroplating device according to the plurality of optimized electroplating device wireless communication parameter information.

[0087] The automatic electroplating device online monitoring system provided by the embodiments of the present application is described above, and the details of the processes in which the modules realize their respective functions can be referred to the foregoing description of the embodiment one, which will not be described here again. Figure 1

[0088] It should be understood that the size of the serial number of each step in the above embodiments does not mean the order of execution, and the execution order of each process should be determined according to its function and inherent logic, and should not constitute any limitation on the implementation process of the embodiments of the present application.

[0089] It should be understood that when used in the present application and the appended claims, the term "comprising" indicates the presence of described features, whole, steps, operations, elements and / or components, but does not exclude the presence or addition of one or more other features, whole, steps, operations, elements, components and / or sets thereof.

[0090] It should also be understood that the term "and / or" used in the present application and the appended claims means any combination of one or more of the associated listed items and all possible combinations, and includes these combinations.

[0091] As used in the present application and the appended claims, the term "if" can be interpreted as "when" or "once" or "in response to determining" or "in response to detecting" depending on the context. Similarly, the phrase "if it is determined" or "if [the described condition or event] is detected" can be interpreted to mean "once it is determined" or "in response to determining" or "once [the described condition or event] is detected" or "in response to detecting [the described condition or event]" depending on the context.

[0092] ​Reference within the specification to "one embodiment" or "an embodiment" or "some embodiments" means that a particular feature, structure, or characteristic described in connection with the embodiment is included in at least one embodiment. The appearances of the phrase "in one embodiment" or "in some embodiments" in various places within specified

[0093] The automatic electroplating equipment online monitoring method provided by the embodiments of the present application can be applied to terminal devices such as mobile phones, tablet computers, notebook computers, netbooks, and the like. The embodiments of the present application do not make any limitation on the specific type of the terminal device.

[0094] For example, the terminal device can be a station in a WLAN, a cellular phone, a cordless phone, a handheld device with wireless communication function, a computing device, or other processing device connected to a wireless modem, a vehicle-mounted device, a terminal of Internet of Vehicles, a computer, a laptop, a handheld communication device, a handheld computing device, a satellite wireless device, a wireless modem card, and / or other device for communicating over a wireless system, and a next-generation communication system, such as a mobile terminal in a 5G network or a mobile terminal in a future evolved public land mobile network, and the like.

[0095] Figure 8 is a structural schematic diagram of a terminal device provided by an embodiment of the present application. As shown in the figure, the terminal device 8 of this embodiment includes at least one processor 80 (only one is shown in the figure), a memory 81, and the memory 81 stores a computer program 82 executable on the processor 80. The processor 80 implements the steps in each of the above automatic electroplating equipment online monitoring method embodiments when executing the computer program 82, such as steps S101 to S104 shown in the figure. Alternatively, the processor 80 implements the functions of each module / unit in each of the above system embodiments when executing the computer program 82, such as the functions of modules 710 to 740 shown in the figure. Figure 8 Figure 8 Figure 1 Figure 7

[0096] The terminal device 8 can be a desktop computer, a notebook computer, a palm computer, a cloud server, and the like. The terminal device can include, but is not limited to, a processor 80, a memory 81. Those skilled in the art can understand that the terminal device can further include other components, and the components of the terminal device are not limited to the above-mentioned components. Figure 8 ​​​​The terminal device 8 is only an example and does not constitute a limitation on the terminal device 8, and can include more or fewer components than shown, or combine certain components, or different components, for example, the terminal device can also include an input sending device, a network access device, a bus, etc.

[0097] The processor 80 can be a central processing unit, and can also be other general-purpose processors, digital signal processors, application-specific integrated circuits, ready programmable gate arrays or other programmable logic devices, discrete gates or transistor logic devices, discrete hardware components, etc. The general-purpose processor can be a microprocessor or the processor can also be any conventional processor.

[0098] The memory 81 can be an internal storage unit of the terminal device 8 in some embodiments, for example, a hard disk or a memory of the terminal device 8. The memory 81 can also be an external storage device of the terminal device 8, for example, a plug-in hard disk, a smart memory card, etc. provided on the terminal device 8. Further, the memory 81 can include both the internal storage unit and the external storage device of the terminal device 8. The memory 81 is used to store operating systems, application programs, data and other programs, for example, program codes of the computer programs, etc. The memory 81 can also be used to temporarily store data that has been transmitted or will be transmitted.

[0099] In addition, each functional unit in each embodiment of the present application can be integrated in one processing unit, or each unit can be physically present separately, or two or more units can be integrated in one unit. The integrated unit can be realized in the form of hardware or in the form of a software functional unit.

[0100] The embodiments of the present application also provide a terminal device, which includes at least one memory, at least one processor, and a computer program stored in the at least one memory and executable on the at least one processor, and the processor executes the computer program to enable the terminal device to implement the steps in any of the above method embodiments.

[0101] The embodiments of the present application also provide a computer readable storage medium, which stores a computer program, and the computer program is executed by a processor to implement the steps in any of the above method embodiments.

[0102] The embodiments of the present application provide a computer program product, when the computer program product is executed on a terminal device, so that the terminal device executes to implement the steps in any of the above method embodiments.

[0103] The integrated modules / units, if implemented in the form of software function units and sold or used as independent products, can be stored in a computer readable storage medium. Based on such understanding, all or part of the processes in the above-mentioned embodiment methods can also be implemented by a computer program instructing related hardware, and the computer program can be stored in a computer readable storage medium. The computer program can implement the steps of each method embodiment when executed by a processor. The computer program includes computer program code, which can be in the form of source code, object code, executable files or some intermediate forms. The computer readable medium can include any entity or device, recording medium, U disk, mobile hard disk, magnetic disk, optical disk, computer memory, electrical carrier signal, telecommunication signal and software distribution medium, etc. capable of carrying the computer program code.

[0104] In the above embodiments, the description of each embodiment has its own focus, and the parts not described or recorded in detail in a certain embodiment can be referred to the related description of other embodiments.

[0105] Those of ordinary skill in the art can realize that the units and algorithm steps of each example described in combination with the embodiments disclosed herein can be realized in electronic hardware or a combination of computer software and electronic hardware. Whether the functions are executed in hardware or software depends on the specific application and design constraints of the technical solution. Those skilled in the art can use different methods to implement the described functions for each specific application, but such implementation should not be considered beyond the scope of the present application.

[0106] The units described as separate components can or can not be physically separated, and the components shown as units can or can not be physical units, i.e. they can be located in one place or distributed on multiple network units. Part or all of the units can be selected to achieve the purpose of the embodiment according to actual needs.

[0107] The above embodiments are only used to illustrate the technical solutions of the present application, and not to limit them; although the present application has been described in detail with reference to the foregoing embodiments, those of ordinary skill in the art should understand that they can still modify the technical solutions recorded in the foregoing embodiments, or make equivalent replacements for part of the technical features; and these modifications or replacements do not make the corresponding technical solutions deviate from the spirit and scope of the technical solutions of the embodiments of the present application, and should be included in the protection scope of the present application.

Claims

1. An automatic plating apparatus online monitoring method characterized by, The method comprises the following steps: Obtain a plurality of electroplating equipment position coordinate information and a plurality of electroplating equipment wireless communication parameter information; The electroplating equipment position coordinate information and the electroplating equipment wireless communication parameter information correspond to each other; According to the preset electroplating workshop area quantity information, the plurality of electroplating equipment position coordinate information and the plurality of electroplating equipment wireless communication parameter information are grouped and calculated to obtain a plurality of electroplating workshop area communication parameter combination information; According to the plurality of electroplating workshop area communication parameter combination information and the preset electroplating workshop area communication parameter optimization matrix, a plurality of optimized electroplating equipment wireless communication parameter information is obtained; According to the plurality of optimized electroplating equipment wireless communication parameter information, the automatic electroplating equipment is monitored online.

2. The automatic electroplating equipment online monitoring method of claim 1, wherein the electroplating equipment wireless communication parameter information includes electroplating equipment wireless signal strength information, electroplating equipment wireless signal transmission rate information, and electroplating equipment wireless communication error rate information. The step of grouping and calculating the plurality of electroplating equipment position coordinate information and the plurality of electroplating equipment wireless communication parameter information according to the preset electroplating workshop area quantity information to obtain the plurality of electroplating workshop area communication parameter combination information specifically comprises:

3. The automatic plating apparatus online monitoring method of claim 2, wherein, According to the plurality of electroplating equipment position coordinate information and the plurality of electroplating equipment wireless communication parameter information, matching, splicing, and format conversion processing are performed to obtain a plurality of electroplating equipment wireless communication position parameter matching matrices; According to the preset electroplating workshop area quantity information, the plurality of electroplating equipment wireless communication position parameter matching matrices are randomly extracted to obtain a plurality of extracted electroplating equipment wireless communication position parameter matching matrices; According to the plurality of electroplating equipment wireless communication position parameter matching matrices and the plurality of extracted electroplating equipment wireless communication position parameter matching matrices, a plurality of remaining electroplating equipment wireless communication position parameter matching matrices are obtained; The logical distances of the plurality of extracted electroplating equipment wireless communication position parameter matching matrices and the plurality of remaining electroplating equipment wireless communication position parameter matching matrices are calculated to obtain a plurality of electroplating equipment wireless communication position parameter matching matrix distance information; According to the plurality of electroplating equipment wireless communication position parameter matching matrix distance information and the plurality of extracted electroplating equipment wireless communication position parameter matching matrices, the plurality of remaining electroplating equipment wireless communication position parameter matching matrices are grouped and processed to obtain a plurality of electroplating equipment wireless communication position parameter matching matrix grouping information; According to the plurality of electroplating equipment wireless communication position parameter matching matrix grouping information, the plurality of extracted electroplating equipment wireless communication position parameter matching matrices, and a preset electroplating equipment wireless communication position parameter grouping error threshold, a plurality of electroplating workshop area communication parameter combination information is obtained. The step of obtaining the plurality of electroplating workshop area communication parameter combination information according to the plurality of electroplating equipment wireless communication position parameter matching matrix grouping information, the plurality of extracted electroplating equipment wireless communication position parameter matching matrices, and the preset electroplating equipment wireless communication position parameter grouping error threshold specifically comprises:

4. The automatic plating apparatus on-line monitoring method according to claim 3, wherein ​ calculating an average value of the multiple electroplating device wireless communication position parameter matching matrix grouping information to generate a multiple electroplating device wireless communication position parameter matching matrix grouping average value matrix; calculating a difference value between the multiple electroplating device wireless communication position parameter matching matrix grouping average value matrix and the multiple extracted electroplating device wireless communication position parameter matching matrix to obtain multiple electroplating device wireless communication position parameter grouping error information; determining whether the multiple electroplating device wireless communication position parameter grouping error information is less than or equal to a preset electroplating device wireless communication position parameter grouping error threshold value; if yes, taking the multiple electroplating device wireless communication position parameter matching matrix grouping information as multiple electroplating workshop area communication parameter combination information; if no, taking the multiple electroplating device wireless communication position parameter matching matrix grouping average value matrix as the multiple extracted electroplating device wireless communication position parameter matching matrix, and returning to the step of obtaining multiple remaining electroplating device wireless communication position parameter matching matrix according to the multiple electroplating device wireless communication position parameter matching matrix and the multiple extracted electroplating device wireless communication position parameter matching matrix.

5. The automatic plating apparatus on-line monitoring method according to claim 2, wherein The step of grouping and calculating the multiple electroplating device position coordinate information and the multiple electroplating device wireless communication parameter information according to the preset electroplating workshop area quantity information to obtain multiple electroplating workshop area communication parameter combination information specifically includes: randomly extracting the multiple electroplating device position coordinate information according to the preset electroplating workshop area quantity information to obtain multiple extracted electroplating device position coordinate information; obtaining multiple remaining electroplating device position coordinate information according to the multiple electroplating device position coordinate information and the multiple extracted electroplating device position coordinate information; calculating multiple electroplating device position coordinate distance information according to the multiple electroplating device position coordinate distance information and the multiple extracted electroplating device position coordinate information; grouping and processing the multiple remaining electroplating device position coordinate information according to the multiple electroplating device position coordinate distance information and the multiple extracted electroplating device position coordinate information to obtain multiple electroplating device position coordinate grouping information; obtaining multiple electroplating workshop area communication parameter combination information according to the multiple electroplating device position coordinate grouping information, the multiple electroplating device wireless communication parameter information, and a preset electroplating device position coordinate grouping error threshold value.

6. The automatic plating apparatus online monitoring method of claim 5, wherein, The step of obtaining multiple electroplating workshop area communication parameter combination information according to the multiple electroplating device position coordinate grouping information, the multiple electroplating device wireless communication parameter information, and a preset electroplating device position coordinate grouping error threshold value specifically includes: calculating multiple electroplating device position coordinate grouping center information according to the multiple electroplating device position coordinate grouping information; calculating multiple electroplating device position coordinate grouping error information according to the multiple electroplating device position coordinate grouping information and the multiple electroplating device position coordinate grouping center information; determining whether an average value of the multiple electroplating device position coordinate grouping error information is less than or equal to a preset electroplating device position coordinate grouping error threshold value; If yes, the multiple electroplating equipment wireless communication parameter information is grouped and calculated according to the multiple electroplating equipment position coordinate grouping information, to obtain multiple electroplating workshop area communication parameter combination information. If no, the multiple electroplating equipment position coordinate grouping center information is taken as multiple extracted electroplating equipment position coordinate information, and the step of obtaining multiple remaining electroplating equipment position coordinate information according to the multiple electroplating equipment position coordinate information and the multiple extracted electroplating equipment position coordinate information is returned.

7. The automatic electroplating equipment online monitoring method of claim 2, wherein the preset electroplating workshop area communication parameter optimization matrix comprises a preset electroplating workshop area communication stability optimization sub-matrix, a preset electroplating workshop area communication real-time optimization sub-matrix, and a preset electroplating workshop area communication energy efficiency optimization sub-matrix. The step of obtaining multiple optimized electroplating equipment wireless communication parameter information according to the multiple electroplating workshop area communication parameter combination information and the preset electroplating workshop area communication parameter optimization matrix specifically comprises: According to the multiple electroplating workshop area communication parameter combination information and the multiple electroplating equipment position coordinate information, multiple electroplating workshop area communication parameter combination matrices are generated. According to the multiple electroplating workshop area communication parameter combination matrices and the preset electroplating workshop area communication stability optimization sub-matrix, multiple electroplating workshop area communication stability optimization parameter combination matrices are obtained through multiplication calculation. According to the multiple electroplating workshop area communication parameter combination matrices and the preset electroplating workshop area communication real-time optimization sub-matrix, multiple electroplating workshop area communication real-time optimization parameter combination matrices are obtained through multiplication calculation. According to the multiple electroplating workshop area communication parameter combination matrices and the preset electroplating workshop area communication energy efficiency optimization sub-matrix, multiple electroplating workshop area communication energy efficiency optimization parameter combination matrices are obtained through multiplication calculation. According to the multiple electroplating workshop area communication stability optimization parameter combination matrices, the multiple electroplating workshop area communication real-time optimization parameter combination matrices, and the preset electroplating workshop area communication parameter correlation weight, multiple electroplating workshop area communication parameter correlation weighted information is obtained through weighted summation. According to the multiple electroplating workshop area communication parameter correlation weighted information and the multiple electroplating workshop area communication energy efficiency optimization parameter combination matrices, multiple optimized electroplating equipment wireless communication parameter information is obtained through multiplication calculation. The information acquisition module is configured to acquire multiple electroplating equipment position coordinate information and multiple electroplating equipment wireless communication parameter information.

8. An automatic plating apparatus on-line monitoring system characterized by comprising: The electroplating equipment position coordinate information and the electroplating equipment wireless communication parameter information correspond to each other. The electroplating workshop area communication parameter combination information generation module is configured to group and calculate the multiple electroplating equipment position coordinate information and the multiple electroplating equipment wireless communication parameter information according to preset electroplating workshop area quantity information, to obtain multiple electroplating workshop area communication parameter combination information. ​ ​ The optimized electroplating equipment wireless communication parameter information generation module is configured to obtain a plurality of optimized electroplating equipment wireless communication parameter information according to the plurality of electroplating workshop area communication parameter combination information and a preset electroplating workshop area communication parameter optimization matrix. The automatic electroplating equipment online monitoring module is configured to perform online monitoring on the automatic electroplating equipment according to the plurality of optimized electroplating equipment wireless communication parameter information.

9. A terminal device, comprising: The terminal device comprises a memory and a processor, the memory stores a computer program capable of running on the processor, and the processor implements the steps of the method according to any one of claims 1 to 7 when executing the computer program.

10. A computer-readable storage medium storing a computer program, the computer program comprising instructions that, when executed by a computer, cause the computer to perform the method of any one of claims 1 to 9. The computer program is executed by the processor to implement the steps of the method according to any one of claims 1 to 7.

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