Data processing flow method and device
By setting up data processing flow in the failure analysis system, obtaining and storing failure problem information, generating and classifying failure analysis reports, the problem of dispersed storage and processing inconsistent failure analysis reports is solved, and efficient and accurate failure analysis is achieved.
Patent Information
- Application Number
- CN202510567808.6
- Authority / Receiving Office
- CN · China
- Patent Type
- Applications(China)
- Current Assignee / Owner
- Filing Date
- 2025-04-30
- Publication Date
- 2025-08-29
AI Technical Summary
In the prior art, failure analysis reports are stored scatteredly and lack a unified processing process, resulting in inconsistent analysis results, making it difficult to ensure accuracy and reliability.
Provide a data processing process method, which presets the data processing process through the failure analysis system, obtains failure problem information, generates analysis reports, and stores reports based on classified information to ensure uniformity and accuracy.
It realizes the rapid generation and standardized processing of failure analysis reports, improves the uniformity and accuracy of analysis reports, and improves the efficiency and capabilities of enterprises in failure analysis.
Smart Images
Figure CN120562386A_ABST
Abstract
Description
Technical Field
[0001] The present application relates to the field of product failure analysis, and in particular to a data processing flow method and device. Background Art
[0002] Failure occurs when a product loses its intended function during production and use. Failure analysis is the technical and management activity that involves determining the failure mode of a failed product, identifying the cause and mechanism, and developing preventative measures.
[0003] At present, the storage and management of failure analysis reports in most companies are often scattered. Failure analysis reports of failure problems are scattered and stored in the computers of different engineers. There is a lack of unified classification and retrieval mechanism, and the security of enterprise data cannot be guaranteed. In addition, due to the non-uniform format of failure analysis reports, it is not conducive to system management and audit. At the same time, there is a lack of unified processing procedures and specifications in the failure analysis process, resulting in inconsistent methods of different personnel in handling failure problems, which is prone to omissions and errors, and it is difficult to ensure the accuracy and reliability of failure analysis results.
[0004] Therefore, how to uniformly handle failure problems in the failure analysis system has become an urgent problem to be solved. Summary of the Invention
[0005] The embodiment of the present invention provides a data processing flow method to solve or partially solve the problem in the prior art that there is a lack of a unified processing flow for failure problems.
[0006] Correspondingly, an embodiment of the present application also provides a data processing flow device to ensure the implementation and application of the above method.
[0007] An embodiment of the present invention discloses a data processing flow method, which is applied to a failure analysis system. The failure analysis system is pre-set with a data processing flow, including:
[0008] Obtain product failure issues and corresponding failure issue information;
[0009] Generate a failure analysis report corresponding to the failure problem based on the failure problem information and data processing flow;
[0010] Determine the classification information corresponding to the failure problem;
[0011] According to the classification information corresponding to the failure problem, the failure analysis report corresponding to the failure problem is stored in the failure analysis system.
[0012] Optionally, obtain the product failure problem and the corresponding failure problem information, including:
[0013] Create product failure issues;
[0014] Obtaining a failure problem of a product and first failure problem information corresponding to the failure problem;
[0015] When the first invalidation problem information is reviewed and approved, the second invalidation problem information of the invalidation problem is obtained;
[0016] The first failure problem information and the second failure problem information are used as the failure problem information of the failure problem.
[0017] Optionally, obtain the product failure problem and the corresponding failure problem information, including:
[0018] Obtain historical report files on failure issues of the product;
[0019] Extract failure problem information corresponding to the failure problem from the historical report file.
[0020] Optionally, the data processing process includes generating a failure analysis report corresponding to the failure problem based on the failure problem information and the data processing process, including:
[0021] Proofreading invalid problem information;
[0022] If the invalid problem information passes the proofreading, the invalid problem information will be reviewed;
[0023] If the invalidation problem information passes the review, approve the invalidation problem information;
[0024] When the failure problem information is approved, a failure analysis report corresponding to the failure problem is generated based on the failure problem information.
[0025] Optionally, when the invalidation problem information fails to be proofread, or when the invalidation problem information fails to be reviewed, or when the invalidation problem information fails to be approved, the invalidation problem information is acquired again.
[0026] Optionally, measure verification is performed on the failure analysis report to determine the failure cause of the failure problem; wherein the measure verification includes at least one of laboratory testing, field verification and simulation experiment.
[0027] Optionally, after storing the failure analysis report corresponding to the failure problem in the failure analysis system according to the classification information, the method further includes:
[0028] receiving query requests;
[0029] According to the query request, a corresponding failure analysis report is obtained in the failure analysis system as a target failure analysis report.
[0030] Optionally, count the number of failure issues at each node in the data processing process; the nodes in the data processing process at least include the nodes corresponding to proofreading, the nodes corresponding to review, and the nodes corresponding to approval.
[0031] Shows the number of failures at each node in the data processing flow.
[0032] Optionally, obtaining failure analysis reports with the same classification information in different time periods as the failure analysis reports to be processed;
[0033] Analyze the pending failure analysis reports according to the specified requirements and obtain the analysis results of the failure problems of each classification information.
[0034] The present application also discloses a data processing flow device, which is applied to a failure analysis system. The failure analysis system is pre-set with a data processing flow. The device includes:
[0035] An acquisition module, used to obtain failure problems of products and failure problem information corresponding to the failure problems;
[0036] A generation module is used to generate a failure analysis report corresponding to the failure problem based on the failure problem information and data processing flow;
[0037] A classification module is used to determine the classification information corresponding to the failure problem;
[0038] The storage module is used to store the failure analysis report corresponding to the failure problem in the failure analysis system according to the classification information corresponding to the failure problem.
[0039] Compared with the prior art, the embodiments of the present application have the following advantages:
[0040] In an embodiment of the present application, it is applied to a failure analysis system, and the failure analysis system is pre-set with a data processing process to obtain the failure problem of the product and the failure problem information corresponding to the failure problem; a failure analysis report corresponding to the failure problem is generated according to the failure problem information and the data processing process; through the pre-set data processing process, the failure analysis report can be quickly generated, the failure problem processing process can be standardized, the uniformity and accuracy of the failure analysis report can be guaranteed, the efficiency of the failure analysis report processing can be improved, and the classification information corresponding to the failure problem can be determined; the failure analysis report corresponding to the failure problem is stored in the failure analysis system according to the classification information corresponding to the failure problem. By storing the classification information of the failure problem, it is convenient to query, count and analyze the failure problem, realize the accumulation of historical data and experience, and improve the ability and efficiency of the enterprise in failure analysis. BRIEF DESCRIPTION OF THE DRAWINGS
[0041] In order to more clearly illustrate the technical solutions in the embodiments of the present application, the following briefly introduces the drawings required for use in the description of the embodiments. Obviously, the drawings described below are only some embodiments of the present application. For ordinary technicians in this field, other drawings can be obtained based on these drawings without any creative work.
[0042] Figure 1 This is a flowchart of the steps of a data processing method provided in an embodiment of the present application;
[0043] Figure 2 This is a flowchart of obtaining product failure issues and failure issue information provided in an embodiment of the present application;
[0044] Figure 3 is a data processing flow chart provided in the embodiments of the present application;
[0045] Figure 4 It is a structural block diagram of a data processing flow device provided in an embodiment of the present application. DETAILED DESCRIPTION
[0046] To make the above-mentioned purposes, features, and advantages of this application more clearly understood, this application is further described in detail below with reference to the accompanying drawings and specific embodiments. It is obvious that the embodiments described are only a portion of the embodiments of this application, not all of them. All other embodiments obtained by persons of ordinary skill in the art based on the embodiments in this application without creative effort are within the scope of protection of this application.
[0047] Reference Figure 1 , shows a flowchart of the steps of a data processing method provided in an embodiment of the present application, which is applied to a failure analysis system. The failure analysis system is pre-set with a data processing process, which may specifically include the following steps:
[0048] Step 101: Obtain failure problems of a product and failure problem information corresponding to the failure problems;
[0049] Failure problems refer to faults or abnormal conditions that occur during the production and use of products, such as short circuits in electronic products and breakage in mechanical products.
[0050] In this application, product failure problems may be various failure problems that occur at the vehicle customer end, such as seat adjustment failure, engine failure to start the vehicle body, electronic parking failure, abnormal battery depletion, charging failure, difficulty starting at low temperatures, etc. The product failure problems obtained may be failure problems in the vehicle operating system, or specific failure problems in vehicle parts. Failure problem information includes basic information and failure analysis information of the failed product. The basic information of the failed product may include the name, supplier, model, batch number and other information of the failed product. The failure analysis information of the failed product may include failure site investigation, background investigation, failure testing, test data, result analysis, improvement measures and other information.
[0051] Step 102: Generate a failure analysis report corresponding to the failure problem based on the failure problem information and the data processing flow;
[0052] In this application, the generation of a failure analysis report is based on failure problem information and data processing flow. The failure analysis report is used to locate the cause of the failure problem and provide solutions and preventive measures.
[0053] Step 103: Determine classification information corresponding to the failure problem;
[0054] Failure problems can be classified according to different criteria, such as by function, by material damage mechanism, by time characteristics of failure, etc. Determining the classification information of failure problems helps to better understand the nature and characteristics of failure problems.
[0055] In this application, the failed products can be classified according to their basic information, such as the supplier, properties, and application projects of the failed products. They can also be classified according to failure analysis information, such as the background of the failure problem and the cause of the failure problem. Classification according to the basic information of failed products can trace defects in the production process and common problems of products, evaluate the quality of suppliers' products, provide reference for the design or selection of subsequent products, improve the level of quality management, and reduce the risk of product failure. Classification according to failure analysis information can discover weak links or unreasonable aspects in product design, determine the root cause of the problem more quickly, and take solutions.
[0056] Step 104: Store the failure analysis report corresponding to the failure problem in the failure analysis system according to the classification information corresponding to the failure problem.
[0057] In this application, failure analysis reports can be stored in corresponding categories based on the classification of failure issues, facilitating subsequent query and retrieval. Furthermore, the system allows for previewing, downloading, sharing, and emailing failure analysis reports. Company staff can set access permissions for different personnel based on the importance of failure analysis reports.
[0058] In the above-mentioned data processing flow method, it is applied to the failure analysis system, and the failure analysis system is pre-set with a data processing flow to obtain the failure problem of the product and the failure problem information corresponding to the failure problem; a failure analysis report corresponding to the failure problem is generated according to the failure problem information and the data processing flow; through the pre-set data processing flow, the failure analysis report can be quickly generated, the failure problem processing flow can be standardized, the uniformity and accuracy of the failure analysis report can be guaranteed, the efficiency of the failure analysis report processing can be improved, and the classification information corresponding to the failure problem can be determined; the failure analysis report corresponding to the failure problem is stored in the failure analysis system according to the classification information corresponding to the failure problem. By storing the classification information of the failure problem, it is convenient to query, count and analyze the failure problem, realize the accumulation of historical data and experience, and improve the ability and efficiency of the enterprise in failure analysis.
[0059] In an optional embodiment of the present application, obtaining a failure problem of a product and failure problem information corresponding to the failure problem includes:
[0060] Obtain historical report files on failure issues of the product;
[0061] Extract failure problem information corresponding to the failure problem from the historical report file.
[0062] When handling failure issues, the failure issues can be either historical or new. For historical failure issues, it is necessary to extract failure information based on the corresponding failure analysis results and store the historical failure issues in the failure analysis system.
[0063] In this application, for failure problems that have occurred in the past, it is necessary to obtain the historical report file of the product failure problem. The historical report file includes product information, failure information and other content. The valid content is extracted from the historical report file through keywords, and the valid content is used as the failure problem information of the failure problem.
[0064] In an embodiment of the present application, by obtaining a historical report file of a product's failure problem and extracting failure problem information corresponding to the failure problem from the historical report file, the storage of failure problems that have been historically handled by the enterprise is achieved.
[0065] In an optional embodiment of the present application, the failure analysis system is connected to a project management system and a quality management system.
[0066] A Project Management System (PMS) is a software system that integrates multiple project management tools, designed to help companies meet project planning, resource management, quality management, risk management, cost management, and other requirements. A Quality Management System (QMS) is an internal system used to manage and control quality-related activities within an organization. It aims to ensure that products or services meet quality standards and customer requirements, and typically includes a series of organizational policies, processes, procedures, resources, and documentation.
[0067] In this application, the failure analysis system is connected to the project management system and the quality management system, and failure problems are obtained from the project management system and the quality management system, making the acquisition of failure problems more comprehensive, improving the company's management capabilities for quality problems and project execution efficiency, reducing quality risks, improving product and service quality, and enhancing customer satisfaction and market competitiveness.
[0068] Reference Figure 2 , shows a flowchart of obtaining product failure problems and failure problem information provided in an embodiment of the present application, obtaining product failure problems and failure problem information corresponding to the failure problems, including:
[0069] Create product failure issues;
[0070] Obtaining a failure problem of the product and first failure problem information corresponding to the failure problem;
[0071] If the first invalidation problem information is reviewed and approved, obtaining second invalidation problem information of the invalidation problem;
[0072] The first failure problem information and the second failure problem information are used as the failure problem information of the failure problem.
[0073] In the process of handling failure problems, the failure problems may be failure problems that have occurred in the past or failure problems that have not occurred in the past. For failure problems that have not occurred in the past, failure analysis needs to be performed on the failure problems.
[0074] In this application, for failure issues that have never occurred in history, a failure issue for the product is created on the system, and the failure issue and the first failure issue information corresponding to the failure issue are obtained. The first failure issue information may include information such as the creator of the failure issue, the creator's affiliated unit, the project to which the product belongs, the product name, the product supplier, and the product model. The first failure issue information is checked and audited. If the audit passes, the second failure issue information of the failure issue is obtained. The second failure issue information includes information such as the failure site investigation, background investigation, failure test, test data, result analysis, and improvement measures. The first failure issue information and the second failure issue information serve as the failure issue information corresponding to the failure issue that has never occurred in history.
[0075] In an embodiment of the present application, a failure problem of a product is created; the failure problem of the product and first failure problem information corresponding to the failure problem are obtained; if the first failure problem information is reviewed and approved, second failure problem information of the failure problem is obtained; the first failure problem information and the second failure problem information are used as the failure problem information of the failure problem, thereby realizing failure analysis of failure problems that have never occurred in history.
[0076] Reference Figure 3 , shows a data processing flow chart provided in an embodiment of the present application, wherein generating a failure analysis report corresponding to the failure problem based on the failure problem information and the data processing flow includes:
[0077] Proofreading the failure problem information;
[0078] If the invalidation problem information passes the proofreading, review the invalidation problem information;
[0079] If the expiration problem information passes the review, approving the expiration problem information;
[0080] If the failure problem information is approved, generating the failure analysis report corresponding to the failure problem according to the failure problem information;
[0081] If the expiration problem information fails to be proofread, or if the expiration problem information fails to be reviewed, or if the expiration problem information fails to be approved, the expiration problem information is acquired again.
[0082] In this application, after obtaining failure information, a series of processing steps are followed to generate a corresponding failure analysis report. First, the failure information is proofread to verify its accuracy and compliance with pre-set formats and specifications. For example, the descriptions of the failure site investigation and background check are verified to ensure they are correct, the failure testing methods are verified to ensure they comply with specifications, and the test data is verified to ensure they conform to pre-set formats. If the proofreading fails, the failure information is retrieved again. If the proofreading passes, personnel with appropriate authority and expertise review the failure information to verify its logical consistency and compliance with the company's quality management system and project management specifications. If the review fails, the failure information is retrieved again. If the review passes, the failure information is approved by a higher-level manager or the person with final decision-making authority. If approved, the failure information is deemed valid and authoritative, and the failure data is entered into the failure analysis report template to generate a corresponding failure analysis report. The failure analysis report can include the person who handled each process node and the feedback provided by each process node regarding the failure data. The failure issue creator can configure the processing flow, such as assigning handlers and processing times for each node. For urgent failure issues, assigning higher-level handlers to handle them improves efficiency. For highly confidential failure issues, assigning specific handlers to handle them individually reduces the risk of leaks.
[0083] In the embodiment of the present application, through a series of processing procedures for proofreading, reviewing and approving failure problem information, problems in failure problem data can be quickly identified, the quality and reliability of failure analysis reports can be ensured, the efficiency of failure analysis report generation can be improved, and strong support can be provided for the company's production management.
[0084] In an optional embodiment of the present application, a measure verification is performed on the failure analysis report to determine the failure cause of the failure problem; wherein the measure verification includes at least one of laboratory testing, field verification and simulation experiment.
[0085] Measure verification refers to the process of verifying the effectiveness of these measures through a series of methods and means after determining the cause of failure and proposing corresponding improvement measures, to ensure that the measures taken can truly solve the failure problem and prevent similar problems from happening again, thereby improving product reliability and quality.
[0086] In this application, measures are verified against failure analysis reports to determine the cause of the failure. The failure report includes the failure analysis and corrective measures, which are then verified. Measure verification can include laboratory testing, field verification, and simulation experiments. The laboratory testing process involves determining the necessary test items and indicators based on the analysis and corrective measures. Using specialized equipment and scientific methods, a series of experiments and tests are conducted on the failed product or related components. The results of these experiments and tests are used to verify the assumptions made in the analysis and evaluate the effectiveness of the corrective measures. The field verification process involves determining, based on the analysis, the necessary conditions and environment at the verification site. The failed product is then observed on-site, its status information recorded, and compared with the description in the failure analysis report to determine whether the failure occurs. Functional testing is then performed on the improved equipment or product after the corrective measures have been implemented to determine whether the failure occurs. The simulation experiment process involves simulating the actual environment in which the failure occurred, simulating actual product usage, and observing the experimental results to evaluate whether the experimental results support the conclusions of the analysis and whether the corrective measures are effective. In practice, different measure verification methods are selected based on the different characteristics of the failed product.
[0087] In the embodiment of the present application, by verifying the measures of the failure analysis report and determining the failure cause of the failure problem, the root cause of the failure problem can be effectively determined, and the effectiveness of the improvement measures can be verified, thereby improving product quality and reliability.
[0088] In an optional embodiment of the present application, after storing the failure analysis report corresponding to the failure problem in the failure analysis system according to the classification information, the method further includes:
[0089] receiving query requests;
[0090] The corresponding failure analysis report is obtained in the failure analysis system according to the query request as a target failure analysis report.
[0091] In this application, after storing the failure analysis report in the failure analysis system, users can obtain relevant information about a specific failure analysis report. The user sends a query request, and the system searches and matches the stored failure analysis reports based on the received query request to find a report that meets the query criteria.
[0092] In practical applications, when designing new products or improving existing ones, R&D personnel can consult failure analysis reports of similar products, learn from their experiences and lessons, and avoid recurring problems. Quality department personnel can consult failure analysis reports for specific products to understand common failure causes and develop targeted quality improvement measures. After-sales department personnel can consult relevant failure analysis reports based on customer feedback and provide solutions and repair recommendations.
[0093] In an embodiment of the present invention, by receiving a query request, the corresponding failure analysis report is obtained in the failure analysis system according to the query request as a target failure analysis report, thereby achieving efficient management and retrieval of failure analysis reports, providing a basis for subsequent quality improvement, decision support and risk prevention, and promoting product quality improvement.
[0094] In an optional embodiment of the present application, the number of failure issues at each node of the data processing flow is counted; the nodes of the data processing flow at least include nodes corresponding to proofreading, nodes corresponding to review, and nodes corresponding to approval;
[0095] The number of failures at each node in the data processing flow is displayed.
[0096] In the data processing process, the number of failure issues at nodes such as proofreading, review, and approval can be counted. In this application, the number of failure issues at each node can be displayed using numbers, tables, or visual charts. If the number of failure issues at a certain node is high, it is necessary to increase the number of handlers for that node or remind the handlers to handle the tasks of that node as soon as possible.
[0097] In an embodiment of the present application, by counting the number of failure problems in each node of the data processing process; the nodes of the data processing process include at least nodes corresponding to proofreading, nodes corresponding to review, and nodes corresponding to approval, the number of failure problems in each node of the data processing process is displayed, which helps to discover problems in a timely manner, optimize processes and improve efficiency.
[0098] In an optional embodiment of the present application, the failure analysis reports of the same classification information in different time periods are obtained as the failure analysis reports to be processed;
[0099] The pending failure analysis report is analyzed according to specified requirements to obtain analysis results of failure problems of each classification information.
[0100] In this application, failure analysis reports of the same classification information in different time periods are obtained as pending failure analysis reports, and the pending failure analysis reports are analyzed according to specified requirements to obtain analysis results of failure problems of each classification information. The specified requirements may include the failure type of the failure problem, product attributes, time from the start of use to the occurrence of the failure problem, cause of failure, etc.
[0101] In an embodiment of the present application, by obtaining the failure analysis reports of the same classification information in different time periods as the failure analysis reports to be processed, the failure analysis reports to be processed are analyzed according to specified requirements to obtain analysis results of the failure problems of each classification information, and the failure problems can be analyzed and summarized from different aspects to identify products with serious failures.
[0102] It should be noted that for the method embodiments, for the sake of simplicity, they are all expressed as a series of action combinations, but those skilled in the art should be aware that the embodiments of the present application are not limited by the order of the actions described, because according to the embodiments of the present application, certain steps can be performed in other orders or simultaneously. Secondly, those skilled in the art should also be aware that the embodiments described in the specification are all preferred embodiments, and the actions involved are not necessarily required by the embodiments of the present application.
[0103] Based on the above embodiment, this embodiment also provides a data processing flow device.
[0104] Reference Figure 4 , shows a data processing flow device provided in an embodiment of the present application, which is applied to a failure analysis system. The failure analysis system is pre-set with a data processing flow, which may specifically include the following modules:
[0105] An acquisition module 401 is used to acquire failure problems of a product and failure problem information corresponding to the failure problems;
[0106] A generating module 402 is configured to generate a failure analysis report corresponding to the failure problem according to the failure problem information and the data processing flow;
[0107] A classification module 403 is used to determine classification information corresponding to the failure problem;
[0108] The storage module 404 is configured to store the failure analysis report corresponding to the failure problem in the failure analysis system according to the classification information corresponding to the failure problem.
[0109] In an exemplary embodiment, the acquisition module 401 includes a failure problem creation submodule, which is used to create a failure problem of a product; obtain the failure problem of the product and first failure problem information corresponding to the failure problem; if the first failure problem information is reviewed and approved, obtain second failure problem information of the failure problem; and use the first failure problem information and the second failure problem information as the failure problem information of the failure problem.
[0110] In an exemplary embodiment, the acquisition module 401 further includes a history report acquisition submodule, configured to acquire a history report file of the failure problem of the product; and extract failure problem information corresponding to the failure problem from the history report file.
[0111] In an exemplary embodiment, the generation module 402 includes a data processing flow sub-module, which is used to proofread the failure problem information; if the failure problem information passes the proofreading, the failure problem information is reviewed; if the failure problem information passes the review, the failure problem information is approved; if the failure problem information is approved, the failure analysis report corresponding to the failure problem is generated according to the above.
[0112] In an exemplary embodiment, the data processing flow submodule includes a data processing flow subunit, which is used to re-acquire the invalidation problem information when the invalidation problem information fails to be proofread, or when the invalidation problem information fails to be reviewed, or when the invalidation problem information fails to be approved.
[0113] In an exemplary embodiment, the device further includes a measure verification module for performing measure verification on the failure analysis report to determine the failure cause of the failure problem; wherein the measure verification includes at least one of laboratory testing, field verification and simulation experiments.
[0114] In an exemplary embodiment, the apparatus further includes a query module configured to receive a query request; and obtain the corresponding failure analysis report as a target failure analysis report in the failure analysis system according to the query request.
[0115] In an exemplary embodiment, the device also includes a statistical module for counting the number of failure problems at each node of the data processing process; the nodes of the data processing process include at least nodes corresponding to proofreading, nodes corresponding to review, and nodes corresponding to approval; and displaying the number of failure problems at each node of the data processing process.
[0116] In an exemplary embodiment, the device also includes an analysis module for obtaining the failure analysis reports of the same classification information in different time periods as failure analysis reports to be processed; analyzing the failure analysis reports to be processed according to specified requirements to obtain analysis results of failure problems of each classification information.
[0117] A data processing flow device provided in an embodiment of the present application is applied to a failure analysis system. The failure analysis system is pre-set with a data processing flow to obtain failure problems of products and failure problem information corresponding to the failure problems; a failure analysis report corresponding to the failure problems is generated based on the failure problem information and the data processing flow; through the pre-set data processing flow, the failure analysis report can be quickly generated, the failure problem processing flow can be standardized, the uniformity and accuracy of the failure analysis report can be ensured, the efficiency of failure analysis report processing can be improved, and classification information corresponding to the failure problems can be determined; the failure analysis report corresponding to the failure problem is stored in the failure analysis system based on the classification information corresponding to the failure problem. By storing the classification information of the failure problem, it is convenient to query, count and analyze the failure problem, realize the accumulation of historical data and experience, and improve the ability and efficiency of the enterprise in failure analysis.
[0118] As for the device embodiment, since it is basically similar to the method embodiment, the description is relatively simple, and the relevant parts can be referred to the partial description of the method embodiment.
[0119] An embodiment of the present application provides an electronic device, including a processor, a communication interface, a memory, and a communication bus, wherein the processor, the communication interface, and the memory communicate with each other via the communication bus.
[0120] Memory for storing computer programs;
[0121] In one embodiment of the present application, a processor is used to implement the data processing flow method provided by any of the aforementioned method embodiments when executing a program stored in a memory.
[0122] An embodiment of the present application further provides a non-volatile readable storage medium, which stores one or more modules (programs). When the one or more modules are applied to a device, the device can execute instructions (instructions) of each method step in the embodiment of the present application.
[0123] The present application provides one or more machine-readable media having instructions stored thereon, which, when executed by one or more processors, cause an electronic device to perform one or more data processing flow methods as described in the above embodiments. In the present application, the electronic device includes various types of devices such as terminal devices and servers (clusters).
[0124] The embodiments of the present application may be implemented as a device configured as desired using any appropriate hardware, firmware, software, or any combination thereof, which may include electronic devices such as terminal devices, servers (clusters), etc.
[0125] The various embodiments in this specification are described in a progressive manner, and each embodiment focuses on the differences from other embodiments. The same or similar parts between the various embodiments can be referenced to each other.
[0126] The embodiments of the present application are described with reference to the flowcharts and / or block diagrams of the methods, terminal devices (systems), and computer program products according to the embodiments of the present application. It should be understood that each process and / or box in the flowchart and / or block diagram, as well as the combination of the processes and / or boxes in the flowchart and / or block diagram, can be implemented by computer program instructions. These computer program instructions can be provided to a processor of a general-purpose computer, a special-purpose computer, an embedded processor, or other programmable data processing process terminal device to produce a machine, so that the instructions executed by the processor of the computer or other programmable data processing process terminal device generate instructions for implementing the process in the process. Figure 1 a process or multiple processes and / or boxes Figure 1 A device that provides the functions specified in a block or multiple blocks.
[0127] These computer program instructions may also be stored in a computer readable memory capable of directing a computer or other programmable data processing process terminal device to operate in a specific manner, so that the instructions stored in the computer readable memory produce an article of manufacture comprising an instruction device, which implements the process Figure 1 a process or multiple processes and / or boxes Figure 1 The function specified in one or more boxes.
[0128] These computer program instructions can also be loaded onto a computer or other programmable data processing terminal device so that a series of operating steps are executed on the computer or other programmable terminal device to produce a computer-implemented process, thereby providing instructions for implementing the process. Figure 1 a process or multiple processes and / or boxes Figure 1 A step that specifies a function in one or more boxes.
[0129] Although preferred embodiments of the present invention have been described, those skilled in the art may make additional changes and modifications to these embodiments once they become aware of the basic inventive concepts. Therefore, the appended claims are intended to be interpreted as including the preferred embodiments and all changes and modifications that fall within the scope of the embodiments of the present invention.
[0130] Finally, it should be noted that, in this document, relational terms such as first and second, etc., are used only to distinguish one entity or operation from another entity or operation, and do not necessarily require or imply any actual relationship or order between these entities or operations. Moreover, the terms "comprises," "comprising," or any other variations thereof are intended to cover non-exclusive inclusion, such that a process, method, article, or terminal device that includes a series of elements includes not only those elements, but also other elements not explicitly listed, or elements inherent to such process, method, article, or terminal device. In the absence of further limitations, an element defined by the phrase "comprising a ..." does not exclude the presence of additional identical elements in the process, method, article, or terminal device that includes the element.
[0131] The above is a detailed introduction to a data processing flow method and device provided by the present application. Specific examples are used in this article to illustrate the principles and implementation methods of the present application. The description of the above embodiments is only used to help understand the method of the present application and its core ideas. At the same time, for general technical personnel in this field, according to the ideas of the present application, there will be changes in the specific implementation methods and application scope. In summary, the content of this specification should not be understood as a limitation on the present application.
Claims
1. A data processing flow method, characterized in that: Applied to a failure analysis system, the failure analysis system is pre-set with a data processing flow, including: Obtaining failure issues of products and failure issue information corresponding to the failure issues; Generate a failure analysis report corresponding to the failure problem according to the failure problem information and the data processing flow; Determining classification information corresponding to the failure problem; The failure analysis report corresponding to the failure problem is stored in the failure analysis system according to the classification information corresponding to the failure problem.
2. The method according to claim 1, characterized in that Obtaining product failure issues and corresponding failure issue information, including: Create product failure issues; Obtaining a failure problem of the product and first failure problem information corresponding to the failure problem; If the first invalidation problem information is reviewed and approved, obtaining second invalidation problem information of the invalidation problem; The first failure problem information and the second failure problem information are used as the failure problem information of the failure problem.
3. The method according to claim 1, characterized in that Obtaining product failure issues and corresponding failure issue information, including: Obtain historical report files on failure issues of the product; Extract failure problem information corresponding to the failure problem from the historical report file.
4. The method according to claim 2 or 3, characterized in that Generating a failure analysis report corresponding to the failure problem according to the failure problem information and the data processing flow includes: Proofreading the failure problem information; If the invalidation problem information passes the proofreading, review the invalidation problem information; If the expiration problem information passes the review, approving the expiration problem information; When the failure problem information is approved, the failure analysis report corresponding to the failure problem is generated according to the failure problem information.
5. The method according to claim 4, characterized in that The method further comprises: If the expiration problem information fails to be proofread, or if the expiration problem information fails to be reviewed, or if the expiration problem information fails to be approved, the expiration problem information is acquired again.
6. The method according to claim 1, characterized in that The method further comprises: Performing measure verification on the failure analysis report to determine the failure cause of the failure problem; wherein the measure verification includes at least one of laboratory testing, on-site verification and simulation experiment.
7. The method according to claim 1, characterized in that After storing the failure analysis report corresponding to the failure problem in the failure analysis system according to the classification information, the method further includes: receiving query requests; The corresponding failure analysis report is obtained in the failure analysis system according to the query request as a target failure analysis report.
8. The method according to claim 4, characterized in that The method further comprises: Counting the number of failure issues at various nodes in the data processing process; the nodes in the data processing process at least include nodes corresponding to proofreading, nodes corresponding to review, and nodes corresponding to approval; The number of failures at each node in the data processing flow is displayed.
9. The method according to claim 1, characterized in that The method further comprises: Obtaining the failure analysis reports with the same classification information in different time periods as failure analysis reports to be processed; The pending failure analysis report is analyzed according to specified requirements to obtain analysis results of failure problems of each classification information.
10. A data processing flow device, characterized in that: Applied to a failure analysis system, the failure analysis system is pre-set with a data processing flow, including: An acquisition module, configured to acquire failure problems of a product and failure problem information corresponding to the failure problems; A generating module, configured to generate a failure analysis report corresponding to the failure problem according to the failure problem information and the data processing flow; A classification module, configured to determine classification information corresponding to the failure problem; A storage module is used to store the failure analysis report corresponding to the failure problem in the failure analysis system according to the classification information corresponding to the failure problem.