Production data visualization system, visualization method and visualization platform

Abstract

The present application discloses a production data visualization system, a visualization method and a visualization platform, wherein the system comprises a database module, a data analysis module and a data visualization module, wherein the database module is used to store original production data of a plurality of tested devices; the data analysis module is connected to the database module, responds to a visualization request, and obtains the corresponding original production data from the database module according to the visualization request and performs data analysis processing to generate target data to be displayed; the data visualization module is connected to the data analysis module, and is used to obtain the corresponding target data from the data analysis module according to the visualization request and perform visual display; in the process of realizing the visual hierarchical display, the present application displays the production data in a variety of display forms, has a higher density and utilization rate of data visualization information, and has a stronger logic of data hierarchy, which can effectively reduce the problems of data loss and insufficient information in data visualization analysis.

Description

Technical Field

[0001] The present application relates to the technical field of data visualization, and in particular to a production data visualization system, a visualization method and a visualization platform. Background Art

[0002] With the development of automation in the manufacturing industry, in practice, the original production data of the production process will be automatically collected through automated equipment and programs, and the data will be collected, statistically analyzed and visualized based on the original production data to facilitate subsequent engineering research and development needs analysis and improvement.

[0003] Existing visualization displays focus more on the display of some indicators, such as: overall output, efficiency and capacity, pass rate, qualified rate, etc., and usually use multiple visualization pages, windows or modules to stack to meet various analysis and display requirements. The stacking of each module is complicated and relatively isolated. However, due to the low density of visualization information, the problem of selective loss of information dimensions and data details is faced in the data visualization process, and the utilization rate of original data is not high. It cannot support deep mining of data levels and analysis of the internal connections between different data dimensions, and it is difficult to provide effective assistance for engineering / R&D deep analysis and traceability. Summary of the invention

[0004] The present application provides a production data visualization system, a visualization method and a visualization platform, which can solve the technical problems in the existing data visualization process, such as the selective loss of information dimensions and data details, the low utilization rate of original data, and the inability to support deep mining and analysis of data levels.

[0005] In a first aspect, an embodiment of the present application provides a production data visualization system, the production data visualization system comprising:

[0006] A database module, used to store original production data of multiple devices under test; the original production data includes production data corresponding to multiple data items; the data items include product model, production process and production test items, wherein the production data corresponding to the product model includes production data corresponding to the production process under the product model, and the production data corresponding to the production process includes production data corresponding to the production test items under the production process;

[0007] a data analysis module connected to the database module; the data analysis module responds to the visualization request, obtains the corresponding original production data from the database module according to the visualization request, and performs data analysis and processing to generate target data to be displayed; the visualization request carries display information of the target data; the display information of the target data includes data items to be displayed, data display form and data display range;

[0008] A data visualization module is connected to the data analysis module; the data visualization module is used to obtain corresponding target data from the data analysis module and perform visual display according to the visualization request.

[0009] In a second aspect, an embodiment of the present application provides a production data visualization method, which is applied to a production data visualization system as described in any of the above embodiments, and the production data visualization method includes:

[0010] Obtaining a visualization request; wherein the visualization request carries display information of the target data; the display information of the target data includes data items to be displayed, data display form, and data display range;

[0011] In response to a visualization request, and according to the visualization request, the corresponding original production data is obtained from the database module and data analysis and processing is performed to generate target data to be displayed; wherein the original production data is stored in the database module, and the original production data includes production data corresponding to a plurality of data items; the data items include product models, production processes and production test items, wherein the production data corresponding to the product model includes production data corresponding to the production process under the product model, and the production data corresponding to the production process includes production data corresponding to the production test items under the production process;

[0012] According to the visualization request, the corresponding target data is obtained from the data analysis module and visualized;

[0013] Wherein, when the data item to be displayed is a product model, the data visualization module displays the production data corresponding to the selected production process in response to an instruction for selecting a production process from a plurality of production processes under the product model;

[0014] When the data item to be displayed is a production process, the data visualization module responds to an instruction for selecting a generated test item from a plurality of production test items under the production process data item, and displays the production data corresponding to the selected production test item.

[0015] In a third aspect, an embodiment of the present application provides a production data visualization platform, including multiple PC host computers, a production data visualization system as described in any of the above embodiments, and a processor;

[0016] The multiple PC host computers correspond to the PC host computers of the multiple devices under test, and are used to obtain the original production data of the multiple devices under test during the production process;

[0017] The production data visualization system receives the original production data of the multiple devices under test uploaded by the multiple PC host computers through Ethernet, switches and routers;

[0018] The processor is used to execute the production data visualization method as described in any of the above embodiments to realize visualization of production data.

[0019] The production data visualization system, visualization method and visualization platform provided by the embodiment of the present application include a database module, a data analysis module and a data visualization module, wherein the database module stores original production data corresponding to multiple data items of multiple devices under test, and when performing production data visualization display, first obtains a visualization request input externally or automatically obtained by the system, and then the data analysis module responds to the visualization request, obtains the corresponding original production data from the database module according to the visualization request and performs data analysis processing to generate target data to be displayed, and finally the data visualization module performs visualization display on the target data. At the same time, the data items of the production data include at least product model, production process and production test items, and the data analysis module can respond to the instructions for selecting production process and / or production test items, and hierarchically expand and display the production data corresponding to the production process under the product model and / or the production test items under the production process.

[0020] In the process of realizing visual hierarchical display, this application displays production data in a variety of display forms, which has higher data visualization information density and utilization, stronger data hierarchy logic, and can effectively reduce data loss and insufficient information problems in data visualization analysis. BRIEF DESCRIPTION OF THE DRAWINGS

[0021] The accompanying drawings, which are incorporated in and constitute a part of this specification, illustrate embodiments consistent with the present application and, together with the description, serve to explain the principles of the present application.

[0022] Figure 1 A structural block diagram of a production data visualization system provided by an embodiment of the present application;

[0023] Figure 2 A schematic diagram of a visual display of production data provided by an embodiment of the present application;

[0024] Figure 3 A structural block diagram of a production data visualization system provided in another embodiment of the present application;

[0025] Figure 4 A structural block diagram of a production data visualization system provided in yet another embodiment of the present application;

[0026] Figure 5 A schematic diagram of a docking interaction mode of different visualization units provided in an embodiment of the present application;

[0027] Figure 6A flowchart of a production data visualization method provided by an embodiment of the present application;

[0028] Figure 7 A flowchart of a production data visualization method provided by another embodiment of the present application;

[0029] Figure 8 A schematic diagram of the connection jump between different visualization units provided in one embodiment of the present application;

[0030] Fig. 9 A schematic diagram of the structure of a production data visualization platform provided in one embodiment of the present application.

[0031] The above drawings have shown clear embodiments of the present application, which will be described in more detail later. These drawings and text descriptions are not intended to limit the scope of the present application in any way, but to illustrate the concept of the present application to those skilled in the art by referring to specific embodiments. DETAILED DESCRIPTION

[0032] The present application is further described in detail below by specific embodiments in conjunction with the accompanying drawings. Wherein similar elements in different embodiments adopt associated similar element numbers. In the following embodiments, many detailed descriptions are intended to enable the present application to be better understood. However, those skilled in the art can easily recognize that some of the features can be omitted in different situations, or can be replaced by other elements, materials, and methods. In some cases, some operations related to the present application are not shown or described in the specification, in order to avoid the core part of the present application being overwhelmed by too much description, and for those skilled in the art, it is not necessary to describe these related operations in detail, and they can fully understand the related operations based on the description in the specification and the general technical knowledge in the art.

[0033] In addition, the features, operations or characteristics described in the specification can be combined in any appropriate manner to form various implementations. At the same time, the steps or actions in the method description can also be interchanged or adjusted in a manner that is obvious to those skilled in the art. Therefore, the various sequences in the specification and the drawings are only for the purpose of clearly describing a certain embodiment and are not meant to be a required sequence, unless otherwise specified that a certain sequence must be followed.

[0034] The terms "first", "second", etc. in the specification and claims of the present application are used to distinguish similar objects, and are not used to describe a specific order or sequence. It should be understood that the data used in this way can be interchangeable under appropriate circumstances, so that the embodiments of the present application can be implemented in an order other than those illustrated or described here, and the objects distinguished by "first", "second", etc. are generally a class, and the number of objects is not limited. For example, the first object can be one or more. In addition, "and / or" in the specification and claims represents at least one of the connected objects, and the character " / " generally indicates that the objects associated before and after are in an "or" relationship. The "connection" and "connection" mentioned in the present application, unless otherwise specified, include direct and indirect connections (connections).

[0035] The technical solution of the present application and how the technical solution of the present application solves the above-mentioned technical problems are described in detail below with specific embodiments. The following specific embodiments can be combined with each other, and the same or similar concepts or processes may not be repeated in some embodiments. The embodiments of the present application will be described below in conjunction with the accompanying drawings.

[0036] Figure 1 This is a structural block diagram of a production data visualization system provided by an embodiment of the present application. Figure 1 As shown, the production data visualization system provided in the embodiment of the present application includes a database module 100 , a data analysis module 200 and a data visualization module 300 .

[0037] In this embodiment, the database module 100 is used to store original production data of multiple devices under test.

[0038] In actual production, with the development of automation in the manufacturing industry, a large amount of production data will be generated in the production workshop; with the development of information technology, intelligent workshops are becoming more and more widespread, and the original production data of each production equipment is collected in real time, so that managers can also view the production situation in the production workshop in real time. A large amount of production data in the production workshop is collected, statistically analyzed and visualized for subsequent engineering research and development needs analysis, optimization and improvement of production, and the utilization rate of data is getting higher and higher.

[0039] In this embodiment, the original production data includes production data corresponding to multiple data items, and the data items include at least product model, production process and production test items. For example, in the process of assembling a mobile phone, different models of mobile phones need to go through different processes, and each process has many test items to be tested. For example, the assembly process of a mobile phone requires at least the welding of camera components, earpiece components, microphone components, screen components, etc. After each component is welded on the motherboard, it needs to go through many performance tests. The data of each production process will be collected and recorded so that engineers can optimize and improve.

[0040] In this embodiment, the production data corresponding to the product model includes the production data corresponding to all production processes under the product model, and the production data corresponding to the production process includes the production data corresponding to all production test items under the production process.

[0041] In some embodiments, the data items of the original production data may also include production prototypes, wherein the production data corresponding to the production prototypes include production data corresponding to all production processes under the production prototypes. For example, for a mobile phone of a certain product model, after several production processes and production test items, several mobile phone prototypes are completed. For each production prototype, the specific production data of the production process and production test items it has passed can be further displayed, and the detailed production process of each production prototype can be intuitively obtained.

[0042] In this embodiment, the data analysis module 200 is connected to the database module 100. The data analysis module 200 responds to the visualization request, obtains the corresponding original production data from the database module 100 according to the visualization request, and performs data analysis processing to generate target data to be displayed; wherein the visualization request carries display information of the target data; the display information of the target data includes the data items to be displayed, the data display form and the data display range.

[0043] In some embodiments, the visualization request may be a visualization instruction inputted externally by a user, for example, inputted by a user in any or specific area; or may be obtained intelligently through operation codes.

[0044] In some embodiments, data items may be product models, production processes, production test items, and production prototypes, etc., and multiple data items may also be configured and collected according to the actual production line conditions. The data display format may be a display board or visualization image of the statistical results of the corresponding data items, or a list of the original production data of the corresponding data items, or may be set according to actual visualization requirements and subsequent optimization and improvement requirements. The display range of the data items may be a time range, such as any time period of interest, such as any time period within the production data collection time range of the past month, the past three months, the past six months, or the past year.

[0045] It is understandable that when a user makes a visualization request, the visualization request carries the target data information to be displayed, and the target data information to be displayed includes at least the data items to be displayed, the data display form, and the data display range. For example, a user needs to display all product models on the production line in the past three months, or all production processes under a certain product model, or all production test items under a certain production process. For another example, a user wants to see the statistical results of all product models in the past three months, or a display board of all production processes under a certain product model, or the test results of all production test items under a certain production process, etc.

[0046] In this embodiment, the data analysis module 200 responds to the user's visualization request by first obtaining the original production data corresponding to the target data information to be displayed carried in the visualization request from the database module 100, and performs statistical analysis according to the data display format of the data items selected by the visualization request to generate corresponding target data to be displayed.

[0047] In this embodiment, the data visualization module 300 is connected to the data analysis module 200. The data visualization module 300 is used to obtain corresponding target data from the data analysis module 200 and perform visual display according to a visualization request.

[0048] In summary, the production data visualization system provided by the embodiment of the present application includes a database module, a data analysis module and a data visualization module, wherein the database module stores original production data corresponding to multiple data items of multiple devices under test. When performing production data visualization, first obtain a visualization request input externally or automatically obtained by the system, and then the data analysis module responds to the visualization request, obtains the corresponding original production data from the database module according to the visualization request and performs data analysis and processing to generate target data to be displayed, and finally the data visualization module visualizes the target data. In the process of realizing visualization display, the present application has higher data visualization information density and utilization, and stronger data hierarchy logic, which can effectively reduce data loss and insufficient information problems in data visualization analysis.

[0049] Figure 2 A schematic diagram of a visual display of production data provided in an embodiment of the present application. In this embodiment, the original production data includes all data of product model, production process and production test items, such as Figure 2As shown, on the visualization interface of the product model, one can enter into a specific production process by clicking and selecting different production processes under the product model; on the visualization interface of the production process, one can enter into a specific production test item by clicking and selecting different production test items under the production process data item. That is, when displaying data items, a hierarchical expansion method is adopted according to the hierarchical logic of the data items, and further data display is performed by clicking and selecting the next-level data item under the previous-level data item.

[0050] In some embodiments, when the data item to be displayed is a product model, the data visualization module 300 displays the production data corresponding to the selected production process in response to an instruction for selecting a production process from a plurality of production processes under the product model;

[0051] When the data item to be displayed is a production process, the data visualization module 300 displays the production data corresponding to the selected production test item in response to an instruction for selecting a generated test item from a plurality of production test items under the production process data item.

[0052] In some embodiments, the data visualization module 300 responds to an instruction for selecting a production process from among a plurality of production processes under a product model, specifically: a user clicks to select any one of a plurality of different production processes under a product model to enter the selected specific production process;

[0053] The data visualization module 300 responds to an instruction for selecting a generated test item from a plurality of production test items under a production process data item, specifically: the user enters a specific production test item by clicking to select any one of a plurality of different production test items under a production process data item.

[0054] It is understandable that, since the production data corresponding to the product model includes the production data corresponding to all production processes under the product model, when displaying the data corresponding to the product model, you can click on different production processes under the product model on the visual interface of the product model to enter the specific production process, and further display the production data corresponding to the selected production process. That is, when displaying the data corresponding to the product model, you can select the production process in turn, and then understand the statistical results or original data of the production data of any production process of a certain product model.

[0055] At the same time, since the production data corresponding to the production process includes the production data corresponding to all production test items under the production process, when displaying the data corresponding to the production process, you can click on different production test items under the production process data item on the visual interface of the production process to enter the specific production test item, and further display the production data corresponding to the selected production test item. That is, when displaying the data corresponding to the production process, you can select the production process in turn, and then understand the statistical results or original data of the production data of any production test item of a certain production process.

[0056] In some embodiments, when the data item to be displayed is a production prototype, the data visualization module 300 responds to an instruction for selecting a production process from multiple production processes under the production prototype, and can enter a specific production process by clicking to select different production processes under the production prototype data item, and further display the production data corresponding to the selected production process.

[0057] In some embodiments, the data visualization module 300 responds to an instruction for selecting a production process from a plurality of production processes under a production prototype, specifically: the user enters the selected specific production process by clicking to select any one of a plurality of different production processes under the production prototype.

[0058] It is understandable that, since the production data corresponding to the production prototype includes the production data corresponding to all production processes under the production prototype, when displaying the data corresponding to the production prototype, on the visualization interface of the production process, it is possible to click and select different production processes under the production prototype data item to enter the specific production process, and further display the production data corresponding to the selected production process. Furthermore, on the visualization interface of the production process, it is possible to click and select different production test items under the production process data item to enter the specific production test item, and further display the production data corresponding to the selected production test item. That is, when displaying the data corresponding to the production prototype, the production process and the production test item can be selected in turn, and then the statistical results or original data of the production data of any production process and any production test item of a certain production prototype can be understood.

[0059] It can be seen from this that the data analysis module of the present application can respond to instructions for selecting production processes, production test items and / or production prototypes, and display in a hierarchical manner all production data corresponding to the production processes under the product model, the production data corresponding to the production test items under the production processes and / or the corresponding data items under the production prototypes.

[0060] In the process of realizing visualization, this application displays production data in a variety of display forms, with higher information density and utilization rate of data visualization, stronger logic of data hierarchy, and can effectively reduce data loss and insufficient information in data visualization analysis. And under the objective limitations of display interface space and information density, it can realize visualization while retaining data details to the greatest extent, further improving the information density and utilization rate of data visualization.

[0061] Figure 3 This is a structural block diagram of a production data visualization system provided by another embodiment of the present application. Figure 3 As shown, the production data visualization system provided in the embodiment of the present application is based on the above embodiment. In this embodiment, the data visualization module 300 includes a statistical analysis visualization unit 301, a prototype analysis visualization unit 302, a product test record visualization unit 303 and a test item analysis visualization unit 304.

[0062] In this embodiment, the visualization request includes a statistical analysis request, a prototype analysis request, a product test record request, and a test item analysis request.

[0063] In response to the statistical analysis request, the statistical analysis visualization unit 301 obtains the statistical analysis results of the production data corresponding to all data items from the data analysis module 200 and displays them in the form of a display board.

[0064] In response to the prototype analysis request, the prototype analysis visualization unit 302 obtains the production data corresponding to all production processes and production test items under the production prototype selected by the prototype analysis request from the data analysis module 200, and displays it in the form of a visualization chart.

[0065] In response to the product test record request, the product test record visualization unit 303 obtains the production data corresponding to all production processes and production test items under the product model selected by the product test record request from the data analysis module 200, and displays it in the form of a visualization chart.

[0066] In response to the test item analysis request, the test item analysis visualization unit 304 obtains the production data corresponding to the production test item selected in the test item analysis request from the data analysis module 200 and displays it in the form of a visualization chart.

[0067] It can be understood that the visualization request proposed by the user may be a statistical analysis request, a prototype analysis request, a product test record request or a test item analysis request. For different visualization requests, the data analysis module 200 first responds to different visualization requests, extracts the original production data corresponding to the target data information to be displayed carried by different visualization requests, and then performs statistical analysis to generate corresponding target data to be displayed, and transmits it to different visualization units for display.

[0068] The embodiment of the present application includes a statistical analysis visualization unit 301, a prototype analysis visualization unit 302, a product test record visualization unit 303 and a test item analysis visualization unit 304, which respectively respond to different visualization requests from the user, obtain the target data information to be displayed carried by different visualization requests from the data analysis module 200, perform statistical analysis on the target data information to be displayed, and produce the target data to be displayed, that is, the data items to be displayed and the data display form of the target data, and display them in the corresponding form.

[0069] In this embodiment, the statistical analysis visualization unit 301 is used to realize the display of all production data as overall data statistics in the form of a display board. The prototype analysis visualization unit 302 is used to realize the display of production data statistical results corresponding to all production processes and production test items under a specified production prototype, that is, the display of the full life cycle test data of a specified production prototype. The product test record visualization unit 303 is used to realize the display of production data statistical results corresponding to all production processes and production test items under one or more specified product models, that is, the display of the full life cycle test data of one or more specified product models. The test item analysis visualization unit 304 is used to realize the display of production data statistical results corresponding to one or more specified production test items.

[0070] Figure 4 This is a structural block diagram of a production data visualization system provided by another embodiment of the present application. Figure 4 As shown, the production data visualization system provided in the embodiment of the present application is based on the above embodiment. In this embodiment, the data visualization module 300 also includes a performance indicator analysis visualization unit 305 and a report query visualization unit 306.

[0071] In this embodiment, the visualization request also includes a performance indicator analysis request and a report query request.

[0072] In response to the performance indicator analysis request, the data analysis module 200 obtains the original production data corresponding to the data item selected by the performance indicator analysis request from the data analysis module 200, performs a drawing analysis and generates a visual chart of the performance indicator.

[0073] The performance indicator analysis visualization unit 305 obtains and displays a visualization chart of the performance indicator from the data analysis module 200 in response to the performance indicator analysis request.

[0074] In response to the report query request, the report query visualization unit 306 obtains the original production data corresponding to the data item selected in the report query request from the data analysis module 200 and displays the original production data corresponding to the selected data item.

[0075] Therefore, the multiple different visualization units under the data visualization module in the embodiment of the present application can respectively respond to different visualization requests of the user, interact with the data analysis module 200 and the database module 100, obtain different target data to be displayed, and realize the visualization display of production data in different dimensions.

[0076] This application also provides a docking and interaction method for different visualization units. Figure 5 This is a schematic diagram of the docking interaction mode of different visualization units provided in one embodiment of the present application. Figure 5 As shown, in this embodiment, in different visualization units, different data items can be selected by clicking to jump to the corresponding visualization unit, so as to realize the integration and docking of visualization units under different analysis dimensions based on the objective internal connection of production data.

[0077] Specifically, in some embodiments, in the statistical analysis visualization unit 301, the statistical analysis visualization unit 301 can respond to an instruction for selecting a production prototype from a plurality of production prototypes. For example, it can select any one of the plurality of production prototypes by clicking, and jump to the prototype analysis visualization unit 302 to display a visualization chart corresponding to the production data corresponding to all production processes and production test items under the selected production prototype.

[0078] In the product test record visualization unit 303, the product test record visualization unit 303 can respond to an instruction for selecting a production prototype from a plurality of production prototypes. For example, it can select any one of the plurality of production prototypes by clicking, and jump to the prototype analysis visualization unit 302 to display a visualization chart corresponding to all the production processes and production data corresponding to the production test items under the selected production prototype.

[0079] In the test item analysis visualization unit 304, the test item analysis visualization unit 304 can respond to an instruction for selecting a production prototype from a plurality of production prototypes. For example, it can select any one of the plurality of production prototypes by clicking, and jump to the prototype analysis visualization unit 302 to display a visualization chart corresponding to all production processes and production data corresponding to the production test items under the selected production prototype.

[0080] It can be understood that, in the statistical analysis visualization unit 301, the product test record visualization unit 303 and the test item analysis visualization unit 304, when the statistical display board of all production data, a selected specified product model and one or more specified production test items are displayed, when the user wants to further understand the full life cycle test data of a production prototype through data statistical analysis, a selection menu can be provided for the user, and the user can click to select the display of the full life cycle test data of a specified production prototype, that is, in the statistical analysis visualization unit 301, the product test record visualization unit 303 and the test item analysis visualization unit 304, the user can select the production prototype data item by clicking, jump to the prototype analysis visualization unit 302, and further display the visualization charts corresponding to all production processes and production test items corresponding to the selected production prototype, so that the user can understand the full life cycle test data of the selected production prototype.

[0081] In some embodiments, in the prototype analysis visualization unit 302, the prototype analysis visualization unit 302 can respond to a report query instruction for selecting a production test item from a plurality of production test items, for example, it can select any one of a plurality of different production test items by clicking, jump to the report query visualization unit 306, and display the original data of the production data corresponding to the selected production test item.

[0082] In some embodiments, in the statistical analysis visualization unit 301, the statistical analysis visualization unit 301 can respond to a performance indicator analysis instruction for selecting a production test item from a plurality of production test items, for example, by clicking to select any one of a plurality of different production test items, jump to the performance indicator analysis visualization unit 305, and visualize the performance indicator corresponding to the production data corresponding to the selected production test item. At the same time, the statistical analysis visualization unit 301 can also respond to a report query instruction for selecting a production test item from a plurality of production test items, for example, by clicking to select any one of a plurality of different production test items, jump to the report query visualization unit 306, and display the original data of the production data corresponding to the selected production test item.

[0083] In the test item analysis visualization unit 304, the test item analysis visualization unit 304 can respond to the performance indicator analysis instruction for selecting a production test item from a plurality of production test items, for example, it can select any one of a plurality of different production test items by clicking, jump to the performance indicator analysis visualization unit 305, and display the visualization chart of the performance indicator corresponding to the production data corresponding to the selected production test item. At the same time, the test item analysis visualization unit 304 can also respond to the report query instruction for selecting a production test item from a plurality of production test items, for example, it can select any one of a plurality of different production test items by clicking, jump to the report query visualization unit 306, and perform the raw data of the production data corresponding to the selected production test item.

[0084] It is understandable that when a user makes a performance indicator analysis request, the data analysis module 200 first obtains the original production data corresponding to the data item selected in the performance indicator analysis request from the data analysis module 200 according to the performance indicator analysis request, performs a drawing analysis and generates a visualization chart of the performance indicator, and waits for transmission to the performance indicator analysis visualization unit 305 for display. When a user makes a report query request, the data analysis module 200 first obtains the original production data corresponding to the data item selected in the report query request from the data analysis module 200 according to the report query request, and waits for transmission to the report query visualization unit 306 for display.

[0085] In this embodiment, in the prototype analysis visualization unit 302, the statistical analysis visualization unit 301 and the test item analysis visualization unit 304, when the full life cycle test data of the production prototype, the statistical display board of all production data, and one or more specified production test items are displayed, when the user wants to further understand the analysis results of specific performance indicators of a certain production prototype or one or more specified production test items through data statistical analysis, a selection menu is provided to the user, and the user can select the production test item data item by clicking and jump to the performance indicator analysis visualization unit 305, which further displays a visualization chart of the performance indicator corresponding to the production data corresponding to the selected production test item, so that the user can understand the analysis results of the selected specific performance indicator.

[0086] At the same time, when the user wants to further understand the original data of a production prototype or one or more specified production test items through data statistical analysis, a selection menu is provided to the user. The user can select the production test item data item by clicking and jump to the report query visualization unit 306 to display the original data of the production data corresponding to the selected production test item.

[0087] From this, it can be seen that the production data visualization system provided by the embodiment of the present application integrates and connects the visualization units under different analysis dimensions based on the objective internal connection of production data, and automatically completes the analysis and display of other dimensions in the process of data visualization, so that the entire system is integrated into a whole without isolated visualization units. Under the objective limitations of the display interface space and information density, the visualization display is achieved while retaining data details to the greatest extent. It provides users with deep data mining and visualization analysis, which can go through the surface statistical analysis to the original data, and automatically conduct multi-dimensional analysis. In addition to the business level, it is more convenient to meet the in-depth analysis needs of engineering R&D personnel.

[0088] The present application also provides a production data visualization method, which is applied to the production data visualization system described in any of the above embodiments. Figure 6 This is a flowchart of a production data visualization method provided by an embodiment of the present application. Figure 6 As shown, the production data visualization method provided in the embodiment of the present application specifically includes the following steps:

[0089] Step S610: Obtain a visualization request; wherein the visualization request carries display information of the target data; the display information of the target data includes data items to be displayed, data display form, and data display range.

[0090] Step S620, in response to the visualization request, and according to the visualization request, obtaining the corresponding original production data from the database module 100 and performing data analysis and processing to generate target data to be displayed; wherein the original production data is stored in the database module 100, and the original production data includes production data corresponding to multiple data items; the data items include product models, production processes and production test items, wherein the production data corresponding to the product model includes the production data corresponding to the production process under the product model, and the production data corresponding to the production process includes the production data corresponding to the production test items under the production process.

[0091] Step S630, according to the visualization request, obtain the corresponding target data from the data analysis module 200 and perform a visualization display; wherein, when the data item to be displayed is a product model, the data visualization module 300 responds to the instruction for selecting a production process from multiple production processes under the product model, and displays the production data corresponding to the selected production process; when the data item to be displayed is a production process, the data visualization module 300 responds to the instruction for selecting a generation test item from multiple production test items under the production process data item, and displays the production data corresponding to the selected production test item.

[0092] The production data visualization method provided in the embodiment of the present application first obtains the visualization request of the user when displaying the production data. The data analysis module first obtains the visualization request input externally or automatically obtained by the system according to the visualization request of the user. Then, the data analysis module responds to the visualization request, obtains the corresponding original production data from the database module according to the visualization request, and performs data analysis and processing to generate the target data to be displayed. Finally, the data visualization module visualizes the target data. At the same time, the data items of the production data include at least product model, production process and production test items. The data analysis module can respond to the instructions for selecting the production process and / or production test items, and hierarchically expand and display the production data corresponding to the production process under the product model and / or the production test items under the production process.

[0093] The production data visualization system of any of the above embodiments can execute the production data visualization method provided in this embodiment. Its implementation principle and technical effects are similar to those of the corresponding module embodiments and will not be repeated here.

[0094] Figure 7 This is a flowchart of a production data visualization method provided by another embodiment of the present application. Figure 7 As shown, in some embodiments, the production data visualization method provided in the embodiments of the present application further includes the following steps:

[0095] Step S710, obtaining a jump request; the jump request carries information of the visualization unit to be jumped and further data items to be displayed.

[0096] Step S720: jump to the visualization unit corresponding to the jump request according to the jump request, and visualize the production data corresponding to the data item to be further displayed.

[0097] Figure 8 This is a schematic diagram of the docking jump of different visualization units provided in one embodiment of the present application. Figure 8 As shown, in this embodiment, the visualization module 300 includes a statistical analysis visualization unit 301, a prototype analysis visualization unit 302, a product test record visualization unit 303, a test item analysis visualization unit 304, a performance indicator analysis visualization unit 305 and a report query visualization unit 306.

[0098] Among them, each visualization unit can respond to the corresponding visualization request and submit an analysis request corresponding to the visualization request to the data analysis module, obtain the corresponding original production data from the database module 100 and perform data analysis and processing to generate target data to be displayed, and each visualization unit then performs a visual display of the corresponding target data obtained.

[0099] In this embodiment, the jump request includes at least an instruction for selecting a production prototype from multiple production prototypes, a performance indicator analysis instruction for selecting a production test item from multiple production test items, and a report query instruction for selecting a production test item from multiple production test items.

[0100] As described in the above-mentioned production data visualization system embodiment, the statistical analysis visualization unit 301, the product test record visualization unit 303 and the test item analysis visualization unit 304 can respectively respond to instructions for selecting a production prototype from multiple production prototypes, jump to the prototype analysis visualization unit 302, and display visualization charts corresponding to the production data of all production processes and production test items corresponding to the selected production prototype.

[0101] The statistical analysis visualization unit 301 and the test item analysis visualization unit 304 can respectively respond to the performance indicator analysis instruction for selecting a production test item from multiple production test items, jump to the performance indicator analysis visualization unit 305, and visualize the performance indicator corresponding to the production data corresponding to the selected production test item.

[0102] The statistical analysis visualization unit 301, the prototype analysis visualization unit 302 and the test item analysis visualization unit 304 can respectively respond to a report query instruction for selecting a production test item from multiple production test items, jump to the report query visualization unit 306, and display the original data of the production data corresponding to the selected production test item.

[0103] The production data visualization method provided in the embodiment of the present application integrates and connects visualization units under different analysis dimensions based on the objective internal connection of production data, automatically completes the analysis and display of other dimensions in the process of data visualization, so that the entire system is integrated into a whole without isolated visualization units. Under the objective limitations of display interface space and information density, it realizes visualization while retaining data details to the greatest extent. It provides users with deep data mining and visualization analysis, which can go through surface statistical analysis to raw data, and automatically conduct multi-dimensional analysis. In addition to the business level, it is more convenient to meet the in-depth analysis needs of engineering R&D personnel.

[0104] This application also provides a production data visualization platform. Fig. 9 This is a schematic diagram of the structure of a production data visualization platform provided by an embodiment of the present application. Fig. 9 As shown, the production data visualization platform provided in the embodiment of the present application includes multiple PC host computers, the production data visualization system described in any of the above embodiments, and a processor.

[0105] In this embodiment, the multiple PC host computers correspond to the PC host computers of the multiple devices under test, and are used to obtain the original production data of the multiple devices under test during the production process.

[0106] The production data visualization system receives the original production data of multiple devices under test uploaded by multiple PC host computers through Ethernet, switches and routers. For the production data visualization system, specific reference can be made to the production data visualization system in any of the above embodiments, which has the same beneficial effects as the above embodiments, and will not be repeated here.

[0107] The processor is used to execute the production data visualization method described in any of the above embodiments to realize the visualization of production data. For details, please refer to the introduction of the production data visualization method in any of the above embodiments, which will not be repeated here.

[0108] The embodiments of the present application are described above in conjunction with the accompanying drawings, but the present application is not limited to the above-mentioned specific implementation methods. The above-mentioned specific implementation methods are merely illustrative and not restrictive. Under the inspiration of the present application, ordinary technicians in the field can make several simple deductions, deformations or substitutions based on the ideas of the present application without departing from the scope of protection of the purpose of the present application and the claims. All of these are within the protection of the present application.

Claims

1. A production data visualization system, characterized in that: include: Database module, used to store the original production data of multiple devices under test; The original production data includes production data corresponding to a plurality of data items; the data items include product model, production process, production test items and production prototype, wherein the production data corresponding to the product model includes production data corresponding to the production process under the product model, the production data corresponding to the production process includes production data corresponding to the production test items under the production process; the production data corresponding to the production prototype includes production data corresponding to the production process under the production prototype; a data analysis module connected to the database module; the data analysis module responds to the visualization request, obtains the corresponding original production data from the database module according to the visualization request, and performs data analysis and processing to generate target data to be displayed; the visualization request carries display information of the target data; the display information of the target data includes data items to be displayed, data display form and data display range; A data visualization module connected to the data analysis module; the data visualization module is used to obtain corresponding target data from the data analysis module according to the visualization request and perform visual display; When the data item to be displayed is a product model, the data visualization module displays the production data corresponding to the selected production process in response to an instruction for selecting a production process from a plurality of production processes under the product model; When the data item to be displayed is a production process, the data visualization module displays the production data corresponding to the selected production test item in response to an instruction for selecting a generated test item from a plurality of production test items under the production process data item; When the data item to be displayed is a production prototype, the data visualization module responds to an instruction for selecting a production process from a plurality of production processes under the production prototype, and displays the production data corresponding to the selected production process.

2. The production data visualization system according to claim 1, characterized in that: The visualization request includes a statistical analysis request, a prototype analysis request, a product test record request, and a test item analysis request; The data visualization module includes a statistical analysis visualization unit, a prototype analysis visualization unit, a product test record visualization unit and a test item analysis visualization unit; The statistical analysis visualization unit obtains the statistical analysis results of the production data corresponding to all data items from the data analysis module in response to the statistical analysis request, and displays them in the form of a display board; The prototype analysis visualization unit, in response to the prototype analysis request, obtains production data corresponding to all production processes and production test items under the production prototype selected by the prototype analysis request from the data analysis module, and displays the data in the form of a visualization chart; The product test record visualization unit, in response to the product test record request, obtains production data corresponding to all production processes and production test items under the product model selected by the product test record request from the data analysis module, and displays the production data in the form of a visualization chart; In response to the test item analysis request, the test item analysis visualization unit obtains the production data corresponding to the production test item selected by the test item analysis request from the data analysis module, and displays the production data in the form of a visualization chart.

3. The production data visualization system according to claim 2, characterized in that: The visualization request also includes a performance indicator analysis request and a report query request; The data visualization module also includes a performance indicator analysis visualization unit and a report query visualization unit; The data analysis module, in response to the performance indicator analysis request, obtains from the data analysis module the original production data corresponding to the data item selected by the performance indicator analysis request, performs a drawing analysis and generates a visual chart of the performance indicator; The performance indicator analysis visualization unit obtains and displays a visualization chart of the performance indicator from the data analysis module in response to the performance indicator analysis request; In response to the report query request, the report query visualization unit obtains the original production data corresponding to the data item selected in the report query request from the data analysis module, and displays the original production data corresponding to the selected data item.

4. The production data visualization system according to claim 3, characterized in that: In the statistical analysis visualization unit, in response to an instruction for selecting a production prototype from a plurality of production prototypes, the statistical analysis visualization unit jumps to the prototype analysis visualization unit to display visualization charts corresponding to production data corresponding to all production processes and production test items corresponding to the selected production prototype; In the product test record visualization unit, in response to an instruction for selecting a production prototype from a plurality of production prototypes, the product test record visualization unit jumps to the prototype analysis visualization unit to display visualization charts corresponding to production data corresponding to all production processes and production test items corresponding to the selected production prototype; In the test item analysis visualization unit, the test item analysis visualization unit responds to an instruction for selecting a production prototype from multiple production prototypes, jumps to the prototype analysis visualization unit, and displays visualization charts corresponding to all production processes and production data corresponding to the production test items under the selected production prototype.

5. The production data visualization system according to claim 3, characterized in that: In the prototype analysis visualization unit, in response to a report query instruction for selecting a production test item from a plurality of production test items, the prototype analysis visualization unit jumps to the report query visualization unit to display the original data of the production data corresponding to the selected production test item.

6. The production data visualization system according to claim 3, characterized in that: In the statistical analysis visualization unit, in response to a performance indicator analysis instruction for selecting a production test item from a plurality of production test items, the statistical analysis visualization unit jumps to the performance indicator analysis visualization unit to display a visualization chart of the performance indicator corresponding to the production data corresponding to the selected production test item; and / or, the statistical analysis visualization unit jumps to the report query visualization unit in response to a report query instruction for selecting a production test item from a plurality of production test items, and displays the raw data of the production data corresponding to the selected production test item; In the test item analysis visualization unit, in response to a performance indicator analysis instruction for selecting a production test item from a plurality of production test items, the test item analysis visualization unit jumps to the performance indicator analysis visualization unit to display a visualization chart of the performance indicator corresponding to the production data corresponding to the selected production test item; And / or, in response to a report query instruction for selecting a production test item from a plurality of production test items, the test item analysis visualization unit jumps to the report query visualization unit to display raw data of production data corresponding to the selected production test item.

7. A production data visualization method, applied to the production data visualization system according to any one of claims 1 to 6, characterized in that: include: Obtaining a visualization request; wherein the visualization request carries display information of the target data; the display information of the target data includes data items to be displayed, data display form, and data display range; In response to a visualization request, and according to the visualization request, the corresponding original production data is obtained from the database module and data analysis and processing is performed to generate target data to be displayed; wherein the original production data is stored in the database module, and the original production data includes production data corresponding to a plurality of data items; the data items include product models, production processes and production test items, wherein the production data corresponding to the product model includes production data corresponding to the production process under the product model, and the production data corresponding to the production process includes production data corresponding to the production test items under the production process; According to the visualization request, the corresponding target data is obtained from the data analysis module and visualized; Wherein, when the data item to be displayed is a product model, the data visualization module displays the production data corresponding to the selected production process in response to an instruction for selecting a production process from a plurality of production processes under the product model; When the data item to be displayed is a production process, the data visualization module responds to an instruction for selecting a generated test item from a plurality of production test items under the production process data item, and displays the production data corresponding to the selected production test item.

8. The production data visualization method according to claim 7, characterized in that: Also includes: Get the jump request; The jump request carries information of the visualization unit to be jumped and further data items to be displayed; According to the jump request, jump to the visualization unit corresponding to the jump request, and visualize the production data corresponding to the data item to be further displayed.

9. A production data visualization platform, comprising a plurality of PC host computers, a production data visualization system as described in any one of claims 1 to 6, and a processor; The multiple PC host computers correspond to the PC host computers of the multiple devices under test, and are used to obtain the original production data of the multiple devices under test during the production process; The production data visualization system receives the original production data of the multiple devices under test uploaded by the multiple PC host computers through Ethernet, switches and routers; The processor is used to execute the production data visualization method as described in claim 7 or 8 to realize visualization of production data.

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