MES-based equipment inspection method and device, electronic equipment and storage medium

Abstract

The invention belongs to the technical field of equipment inspection, provides an MES-based equipment inspection method and device, electronic equipment and a storage medium, and mainly aims at improving the factory equipment inspection efficiency. The method comprises the following steps: acquiring identification information of target equipment by using an inspection code of the target equipment; based on the identification information, collecting equipment state data in the sensor corresponding to the identification information, and displaying a work reporting interface corresponding to the identification information; receiving equipment operation information input by the inspection personnel by using the work reporting interface; generating inspection information according to the equipment state data and the equipment operation information after a reporting instruction of the inspection personnel is received; and sending the inspection information to a production execution system MES so as to realize equipment inspection of the target equipment.

Description

Technical Field

[0001] The present invention relates to the technical field of equipment inspection, and in particular to an MES-based equipment inspection method, device, electronic device, and storage medium. Background Art

[0002] The Manufacturing Execution System (MES) is a production information management system for the executive layer of the manufacturing plant. MES can achieve comprehensive management of quality, production, equipment and other aspects. Among them, when managing equipment, important data for equipment management will be obtained through equipment inspection. Specifically, the inspection personnel will inspect each device in the plant one by one and record the inspection information. After the inspection is completed, the recorded inspection information will be entered into the MES. MES will manage the corresponding equipment based on the inspection information and adjust each production link accordingly.

[0003] The existing equipment inspection requires inspectors to manually record the equipment status data displayed on the equipment sensors, such as temperature, vibration value, etc., and manually record the equipment operation information, such as whether the equipment is leaking oil, whether the equipment is in operation, or in standby, etc. After all equipment has been inspected, the inspection information of all equipment will be entered in turn in the equipment management interface of MES to complete the reporting of all equipment. This equipment inspection method is inefficient. Summary of the invention

[0004] To solve the above problems, the present disclosure provides an MES-based equipment inspection method, device, electronic device and storage medium, which aims to improve the equipment inspection efficiency.

[0005] In order to achieve the above objectives, the present disclosure mainly provides the following technical solutions:

[0006] In a first aspect, the present disclosure provides an MES-based equipment inspection method, comprising:

[0007] Using the inspection code of the target device to obtain the identification information of the target device;

[0008] Based on the identification information, the device status data in the sensor corresponding to the identification information is collected, and the work report interface corresponding to the identification information is displayed;

[0009] Using the work reporting interface, receiving equipment operation information entered by inspection personnel;

[0010] After receiving the report instruction from the inspection personnel, generating inspection information according to the equipment status data and the equipment operation information;

[0011] The inspection information is sent to the production execution system MES to implement equipment inspection of the target equipment.

[0012] In a second aspect, the present disclosure provides an MES-based equipment inspection device, the device comprising:

[0013] An acquisition unit, configured to acquire identification information of a target device by using an inspection code of the target device;

[0014] A collection unit, used for collecting, based on the identification information, equipment status data in the sensor corresponding to the identification information, and displaying a work report interface corresponding to the identification information;

[0015] A receiving unit, used to receive equipment operation information entered by inspection personnel using the work reporting interface;

[0016] A generating unit, configured to generate inspection information according to the device status data and the device operation information after receiving a reporting instruction from an inspection personnel;

[0017] The sending unit is used to send the inspection information to the production execution system MES so as to implement the equipment inspection of the target equipment.

[0018] On the other hand, the present disclosure further provides a storage medium, which is used to store a computer program, wherein when the computer program is running, it controls the device where the storage medium is located to execute the MES-based equipment inspection method of the first aspect mentioned above.

[0019] On the other hand, the present disclosure also provides an electronic device, comprising at least one processor, and at least one memory and a bus connected to the processor; wherein the processor and the memory communicate with each other through the bus; and the processor is used to call program instructions in the memory to execute the MES-based equipment inspection method of the first aspect as described above.

[0020] Compared with the prior art, the present invention has the following advantages:

[0021] The disclosed embodiment uses the inspection code of the target device to obtain the identification information of the target device, uses the identification information to lock the object to be inspected, and automatically collects the equipment status data in the sensor of the target device through the identification information, and displays the reporting interface of the target device to the inspection personnel, and the inspection personnel enter the equipment operation information of the target device in the reporting interface. After receiving the reporting instruction of the inspection personnel, the inspection information is generated according to the equipment status data and the equipment operation information, and the currently generated inspection information is directly sent to the MES at the factory site. Compared with the existing manual entry of the equipment status data of the sensor, and the manual entry of the inspection information in the MES after leaving the site, the disclosed embodiment improves the inspection efficiency.

[0022] Other features and advantages of the present disclosure will be described in the following description, and partly become apparent from the description, or be understood by implementing the present disclosure. The purpose and other advantages of the present disclosure can be realized and obtained by the structures pointed out in the description, claims and drawings. BRIEF DESCRIPTION OF THE DRAWINGS

[0023] In order to more clearly illustrate the embodiments of the present disclosure or the technical solutions in the prior art, the drawings required for use in the embodiments or the description of the prior art will be briefly introduced below. Obviously, the drawings described below are some embodiments of the present disclosure. For ordinary technicians in this field, other drawings can be obtained based on these drawings without paying any creative work.

[0024] Figure 1 A schematic diagram of a process of an MES-based equipment inspection method according to an embodiment of the present disclosure is shown;

[0025] Figure 2 A partial display interface of a mobile inspection terminal according to an embodiment of the present disclosure is shown;

[0026] Figure 3 A schematic diagram of a process of another MES-based equipment inspection method according to an embodiment of the present disclosure is shown;

[0027] Figure 4 Another part of the display interface of the mobile inspection terminal according to an embodiment of the present disclosure is shown;

[0028] Figure 5 A schematic structural diagram of an MES-based equipment inspection device according to an embodiment of the present disclosure is shown;

[0029] Figure 6 A schematic diagram of the structure of an electronic device according to an embodiment of the present disclosure is shown. DETAILED DESCRIPTION

[0030] In order to make the purpose, technical solution and advantages of the embodiments of the present disclosure clearer, the technical solution in the embodiments of the present disclosure will be clearly and completely described below in conjunction with the drawings in the embodiments of the present disclosure. Obviously, the described embodiments are part of the embodiments of the present disclosure, not all of the embodiments. Based on the embodiments in the present disclosure, all other embodiments obtained by ordinary technicians in this field without creative work are within the scope of protection of the present disclosure.

[0031] Figure 1 A schematic diagram of a process of an MES-based equipment inspection method according to an embodiment of the present disclosure is shown, as shown in FIG. Figure 1As shown, the equipment inspection method based on MES in the embodiment of the present disclosure includes:

[0032] 101. Use the inspection code of the target device to obtain identification information of the target device.

[0033] The inspection code is set on or near the target device, and the target device is the inspection object in the factory. The identification information is the unique identification of the target device. The mobile inspection terminal in the embodiment of the present disclosure can be a handheld inspection device integrated with a 5G module, and the mobile inspection terminal can transmit data with the EMS through the 5G communication network.

[0034] In this step, when inspecting equipment, the inspection personnel can use the mobile inspection terminal to scan the inspection code of the target equipment, obtain the identification information of the target equipment through the inspection code, and use the identification information to determine the current inspection object.

[0035] 102. Based on the identification information, collect the equipment status data in the sensor corresponding to the identification information, and display the work report interface corresponding to the identification information.

[0036] Among them, the equipment status data is the data displayed in real time by the sensor, which can be a temperature sensor, a vibration sensor, a pressure sensor, etc. Equipment status data, for example: motor shaft end temperature, non-shaft end temperature, shaft end vibration value, non-shaft end vibration value, etc. The work reporting interface is the interface displayed on the display screen of the mobile inspection terminal, which is used by the inspection personnel to enter the equipment operation information.

[0037] In this step, after the target device for inspection is determined by the identification information, a sensor connection request with the target device is triggered based on the identification information. After the connection with the sensor of the target device is established, the device status data in the sensor is automatically collected. The mobile inspection terminal can be connected to the sensor of the target device via Bluetooth. And the mobile inspection terminal can also pop up the work reporting interface of the target device on the display screen of the mobile inspection terminal based on the identification information, so that the inspection personnel can enter the equipment operation information.

[0038] It should be noted that if Figure 2 As shown, the disclosed embodiment can also display a work report list on the display screen of the mobile inspection terminal. The inspection personnel can enter the device number of the target device in the input box, filter out the target device work report link from the work report list, and then enter the work report interface of the target device by clicking the link.

[0039] In addition, it should be noted that when generating a work report list for the first time, the equipment that needs to be inspected and patrolled can be added to the equipment plan list in the point inspection management module in the EMS equipment management, and the inspection items, corresponding value ranges, time periods, etc. are selected. Based on the information in the plan list, a work report list containing the information of each device is generated on the mobile inspection terminal.

[0040] 103. Use the work reporting interface to receive equipment operation information entered by inspection personnel.

[0041] Among them, equipment operation information includes manual observation information, such as whether the transformer has oil leakage, transformer winding temperature, and dynamic and static sealing point conditions. Manual observation information can be performed by supplementing text information, uploading attachments and pictures, etc. Equipment operation information also includes inspection process information, which includes inspectors, reviewers, inspection time, equipment operation status, final inspection results, etc. Equipment operation status includes running, standby, and faulty; the final inspection results include passed and failed.

[0042] 104. After receiving the report instruction from the inspection personnel, generate inspection information according to the equipment status data and equipment operation information.

[0043] In the disclosed embodiment, buttons such as submit and start process may be displayed in the reporting interface so that the mobile inspection terminal can receive the reporting instructions of the inspection personnel. After receiving the reporting instructions of the inspection personnel, the mobile inspection terminal can directly send the equipment status data and equipment operation information to the MES as inspection data. The equipment status data and equipment operation information may also be pre-processed by data cleaning, formatting, normalization, etc. before being sent to the EMS, or only the core data may be extracted to generate inspection information.

[0044] 105. Send inspection information to MES.

[0045] In this step, after the mobile inspection terminal generates the inspection information, it sends the inspection information to MES to complete the reporting of the target equipment, so as to realize the equipment inspection of the target equipment. After receiving the inspection information, MES updates the corresponding data in the equipment management based on the inspection information, and adjusts the production plan accordingly through data analysis of the inspection information.

[0046] The disclosed embodiment uses the inspection code of the target device to obtain the identification information of the target device, uses the identification information to lock the object to be inspected, and automatically collects the equipment status data in the sensor of the target device through the identification information, and displays the work reporting interface of the target device to the inspection personnel, and the inspection personnel enter the equipment operation information of the target device in the work reporting interface. After receiving the reporting instruction of the inspection personnel, the inspection information is generated according to the equipment status data and the equipment operation information, and the currently generated inspection information is directly sent to the MES at the factory site. Compared with the existing manual entry of the equipment status data of the sensor, and the manual entry of the inspection information in the MES after leaving the site, the disclosed embodiment improves the inspection efficiency. In addition, after the disclosed embodiment processes the equipment status data and the equipment operation information, the inspection information is obtained. Since the core data is screened and extracted during data processing, the amount of transmitted data is reduced, and data transmission resources are saved.

[0047] In order to explain in more detail the MES-based equipment inspection method proposed by the present invention, the present disclosure proposes another embodiment of the MES-based equipment inspection method. The specific implementation steps of the embodiment of the present invention are as follows: Figure 3 As shown, including:

[0048] 201. Obtain identification information of the target device using the inspection code of the target device.

[0049] In this step, the mobile terminal device scans the inspection code of the target device, and uses the inspection code to obtain the identification information and related information of the target device from the EMS database. The related information may be attribute information and historical inspection information of the target device.

[0050] 202. Based on the identification information, collect the device status data in the sensor corresponding to the identification information, and display the work report interface corresponding to the identification information.

[0051] This step is performed in the same way as Figure 1 The specific content of step 102 of the illustrated embodiment will not be repeated any more.

[0052] 203. Use the work reporting interface to receive equipment operation information entered by inspection personnel.

[0053] This step is performed in the same way as Figure 1 The specific content of step 103 of the illustrated embodiment will not be repeated any more.

[0054] 204. After receiving the reporting instruction from the inspection personnel, pre-process the equipment status data and equipment operation information to obtain the data to be reported.

[0055] In this step, after the inspection personnel enter the equipment operation information, they will click the start process button on the reporting interface to trigger the reporting instruction. After receiving the reporting instruction, the mobile inspection terminal will perform preliminary processing on the equipment status data and equipment operation information, so that the data can be used for on-site early warning analysis and sensitive information analysis.

[0056] 205. Perform on-site early warning processing on the target equipment based on the data to be reported.

[0057] Among them, the on-site warning is a preventive alarm output on-site when the inspection personnel inspect the target equipment in the factory area. Usually, after receiving the inspection information of the target equipment, the EMS will conduct an in-depth analysis of the inspection information, predict whether the target equipment will fail in the future, and generate fault warning information to provide to maintenance personnel for equipment maintenance. The use of EMS for fault warning has a long warning response time and is not suitable for scenarios where equipment maintenance is urgently needed. In order to avoid the impact of equipment maintenance on production, the embodiment of the present disclosure will conduct a warning analysis on the target equipment as soon as possible after obtaining the data to be reported, so as to issue a warning message when it is found that the target equipment is in urgent need of maintenance, and immediately maintain the target equipment.

[0058] In one achievable method, the on-site warning processing steps are as follows:

[0059] Step 1: Obtain the fault warning rules of the target device according to the identification information.

[0060] In this step, the device type of the target device can be determined according to the identification information, and the fault warning rule corresponding to the device type is obtained by using the device type.

[0061] Step 2: Extract key feature data of the target device from the data to be reported.

[0062] Among them, key feature data is data used to characterize the current core status and performance of the target device, such as temperature, pressure, etc.

[0063] In this step, based on the fault warning rules, key feature data matching the fault warning rules are extracted from the data to be reported, which is used to determine on-site whether the target equipment urgently needs fault preventive maintenance to avoid missing the optimal maintenance time.

[0064] Step 3: Use key feature data and fault warning rules to determine whether the target device has the first fault risk.

[0065] The first failure risk is used to indicate that the target device is a device that needs emergency maintenance.

[0066] In this step, the key feature data and fault warning rules are used to determine whether the target device has the first fault risk. If so, execute step 4; if not, execute step 5.

[0067] Step 4: Display the first fault warning information.

[0068] In this step, the mobile inspection terminal displays the first fault warning information to the inspection personnel, so that the inspection personnel can immediately perform fault preventive maintenance on the target equipment based on the first fault warning information.

[0069] It should be noted that the inspection personnel may also use the mobile inspection terminal to send the first fault warning information to the maintenance team so as to resolve the target equipment fault.

[0070] Step 5: Determine whether the data to be reported contains sensitive information based on preset sensitivity rules.

[0071] In this step, when the mobile inspection terminal determines that the target device is in a normal state, that is, when the inspection result is passed, sensitive information analysis will be performed on the data to be reported.

[0072] The mobile inspection terminal in the disclosed embodiment can realize emergency fault prediction, and can also conduct in-depth analysis on the target equipment, comprehensively predict the fault conditions of the target equipment, and directly send the fault prediction results to the maintenance team after generating them, eliminating the need for EMS forwarding, simplifying the process, and improving equipment maintenance efficiency.

[0073] In another achievable manner, the steps for in-depth analysis of target device failure warning are as follows:

[0074] Step 1: Get reference information of the target device.

[0075] The reference information includes: equipment service life, historical fault information, and historical defect types. The reference information may be information of target equipment related to the fault stored in the EMS database.

[0076] In this step, when scanning the inspection code of the target device, the identification information and reference information of the target device can be obtained from the EMS.

[0077] Step 2: Calculate the device operation cycle of the target device based on the timestamp in the data to be reported.

[0078] In this step, new feature data is constructed using the data in the reported data, and the equipment operation cycle can be calculated using the timestamp.

[0079] Step 3: Use the warning model corresponding to the target device to analyze the reference information, equipment operation cycle, and data to be reported to determine whether the target device has a second fault risk.

[0080] The second failure risk is used to indicate that the target device has a failure risk.

[0081] In this step, the data corresponding to the early warning model is extracted from the data to be reported, and the data, equipment operation cycle, and reference information are used as input data of the early warning model. The early warning model is used to deeply analyze whether the target equipment has a failure risk and the risk level. If there is a failure risk, execute step 4, otherwise, execute step 5.

[0082] Step 4: Display the second fault warning information and send the second fault warning information.

[0083] The second fault warning information includes fault level information.

[0084] In this step, the second fault warning information is displayed and sent to the maintenance team, and at the same time, the second fault warning information is sent to the EMS as a part of the inspection data so that the EMS can store the second fault warning information.

[0085] Step 5: Determine whether the data to be reported contains sensitive information based on preset sensitivity rules.

[0086] In this step, when the mobile inspection terminal determines that the target device is in a normal state, that is, when the inspection result is passed, sensitive information analysis will be performed on the data to be reported.

[0087] 206. Determine whether the data to be reported contains sensitive information based on preset sensitivity rules.

[0088] In this step, after the data to be reported is generated, the preset sensitivity rules are used to determine whether the reported data contains sensitive information. If so, step 207 is executed, and if not, step 208 is executed.

[0089] 207. Desensitize the data to be reported to obtain inspection information, and display sensitive information in the data to be reported.

[0090] In this step, the sensitive information in the data to be reported is deleted or replaced with specific characters to desensitize the data, and the sensitive information needs to be displayed on the display screen of the mobile inspection terminal to prompt the inspection personnel to perform on-site processing on the target device based on the sensitive information.

[0091] In order to reduce the risk of data leakage, the disclosed embodiment intercepts sensitive information and only sends desensitized inspection information to the EMS, and prompts inspection personnel to perform on-site processing on the sensitive information. The disclosed embodiment ensures the security of inspection data and improves the accuracy of equipment maintenance.

[0092] 208. Determine the data to be reported as inspection information.

[0093] 209. Send inspection information to MES, and determine whether there is any abnormality in the target device based on the inspection information.

[0094] In this step, after the inspection personnel report the inspection information, it is determined whether the target device is abnormal based on the inspection information. For example, when the inspection result in the device operation information is failed, the target device is determined to be abnormal.

[0095] 210. If there is an abnormality in the target device, the defect supplement interface will be displayed.

[0096] Among them, the defect supplement interface is used to prompt the inspection personnel to record the abnormal conditions of the target equipment.

[0097] In this step, after completing the work report, if the target equipment has an abnormality, the inspector needs to provide a detailed description of the abnormality. At this time, the mobile inspection terminal will display a defect supplement interface for the inspector to fill in and upload the corresponding defect information. Figure 4 As shown, the defect supplement interface is an interface that displays the button for initiating defects. The inspector clicks the button to fill in the detailed defect information.

[0098] 211. Use the defect supplement interface to receive the defect supplement information entered by the inspection personnel and report the defect supplement information to EMS.

[0099] Among them, the defect supplementary information includes: defect name, equipment name, reporter, handling plan, defect classification, defect reporting time, and defect description. Among them, the handling plans include: self-repair and external repair, and the defect classification includes: emergency defects, major defects and general defects.

[0100] It should be noted that the supplementary information and supplementary attachments in the equipment operation information of the embodiment of the present disclosure can also provide a specific description of the abnormal situation. Compared with the defect supplementary information, the defect supplementary information is used for detailed and comprehensive analysis of the equipment abnormal situation.

[0101] After reporting the target equipment, the disclosed embodiment initiates defect supplementation of the abnormal target equipment, conducts a detailed and comprehensive analysis of the abnormal situation, and provides processing suggestions. The disclosed embodiment improves the quality of equipment inspection.

[0102] Based on the above method, the embodiment of the present disclosure provides an MES-based equipment inspection device, which is used to improve the efficiency of equipment inspection. The embodiment of the device corresponds to the aforementioned method embodiment. For ease of reading, this embodiment will no longer repeat the details of the aforementioned method embodiment one by one, but it should be clear that the device in this embodiment can correspond to all the contents of the aforementioned method embodiment. Specifically, Figure 5As shown, the device comprises:

[0103] An acquisition unit 31 is used to acquire identification information of a target device by using an inspection code of the target device;

[0104] The collecting unit 32 is used to collect the equipment status data in the sensor corresponding to the identification information based on the identification information obtained by the obtaining unit 31, and display the work report interface corresponding to the identification information;

[0105] The receiving unit 33 is used to receive the equipment operation information entered by the inspection personnel using the work reporting interface obtained by the collecting unit 32;

[0106] The generating unit 34 is used to generate inspection information according to the equipment status data obtained by the collecting unit 32 and the equipment operation information obtained by the receiving unit 33 after receiving the reporting instruction of the inspection personnel;

[0107] The sending unit 35 is used to send the inspection information generated by the generating unit 34 to the production execution system MES, so as to implement the equipment inspection of the target equipment.

[0108] Furthermore, the generating unit includes:

[0109] A preprocessing module, used for preprocessing the device status data and the device operation information to obtain data to be reported;

[0110] A judgment module, used to judge whether the data to be reported contains sensitive information based on preset sensitivity rules;

[0111] A desensitization module, for desensitizing the data to be reported to obtain inspection information, and displaying sensitive information in the data to be reported;

[0112] The determination module is used to determine the data to be reported as inspection information if no.

[0113] Furthermore, the generating unit further includes:

[0114] An early warning module is used to perform on-site early warning processing on the target device based on the data to be reported.

[0115] Furthermore, the early warning module is specifically used for:

[0116] According to the identification information, obtaining a fault warning rule of the target device;

[0117] Extracting key feature data of the target device from the data to be reported;

[0118] Using the key feature data and the fault warning rule, determining whether the target device has a first fault risk, where the first fault risk is used to indicate that the target device is a device to be urgently maintained;

[0119] If yes, display the first fault warning information;

[0120] If not, determine whether the data to be reported contains sensitive information based on preset sensitivity rules.

[0121] Furthermore, the early warning module is also specifically used for:

[0122] Acquire reference information of the target device, the reference information including: device service life, historical fault information, and historical defect type;

[0123] Calculating a device operation cycle of the target device based on a timestamp in the data to be reported;

[0124] Using the early warning model corresponding to the target device, analyzing the reference information, the device operation cycle, and the data to be reported, to determine whether the target device has a second failure risk, where the second failure risk is used to indicate that the target device has a failure risk;

[0125] If yes, display the second fault warning information and send the second fault warning information, wherein the second fault warning information includes fault level information;

[0126] If not, determine whether the data to be reported contains sensitive information based on preset sensitivity rules.

[0127] Furthermore, the device also includes:

[0128] A judging unit, configured to judge whether the target device has an abnormality according to the inspection information;

[0129] A display unit, for displaying a defect supplement interface, wherein the defect supplement interface is used to prompt the inspection personnel to record the abnormal situation of the target equipment;

[0130] The supplement unit is used to receive the defect supplement information entered by the inspection personnel using the defect supplement interface so as to report the defect supplement information to the EMS.

[0131] Furthermore, the defect supplementary information includes: defect name, equipment name, reporter, handling plan, defect classification, defect reporting time, and defect description, wherein the handling plan includes: self-repair and external repair, and the defect classification includes: emergency defects, major defects, and general defects.

[0132] Furthermore, the embodiment of the present disclosure also provides a processor, the processor is used to run a program, wherein the program executes the above Figure 1-4 The MES-based equipment inspection method described in.

[0133] Furthermore, the embodiment of the present disclosure also provides a storage medium, wherein the storage medium is used to store a computer program, wherein when the computer program is running, the device where the storage medium is located is controlled to execute the above Figure 1-3 The MES-based equipment inspection method described in.

[0134] Furthermore, the present disclosure provides an electronic device 4, such as Figure 6 As shown, the device includes at least one processor 41, at least one memory 42 and a bus 43 connected to the processor 41; the processor 41 and the memory 42 communicate with each other through the bus 43; the processor 41 is used to call the program instructions in the memory 42 to execute the above-mentioned MES-based equipment inspection method. The device in this article can be a server, PC, PAD, mobile phone, etc.

[0135] Furthermore, the present disclosure also provides a computer program product, which, when executed on a data processing device, is suitable for executing a program that initializes the steps of the inspection method for network devices as described above.

[0136] Although the present disclosure has been described in detail with reference to the aforementioned embodiments, those skilled in the art should understand that they can still modify the technical solutions described in the aforementioned embodiments, or make equivalent replacements for some of the technical features therein; and these modifications or replacements do not make the essence of the corresponding technical solutions deviate from the spirit and scope of the technical solutions of the embodiments of the present disclosure.

Claims

1. A method for equipment inspection based on MES, characterized in that: Applied to a mobile inspection terminal, the method comprises: Using the inspection code of the target device to obtain the identification information of the target device; Based on the identification information, the device status data in the sensor corresponding to the identification information is collected, and the work report interface corresponding to the identification information is displayed; Using the work reporting interface, receiving equipment operation information entered by inspection personnel; After receiving the report instruction from the inspection personnel, generating inspection information according to the equipment status data and the equipment operation information; The inspection information is sent to the production execution system MES to implement equipment inspection of the target equipment.

2. The method according to claim 1, characterized in that Generating inspection information according to the device status data and the device operation information includes: Preprocessing the device status data and the device operation information to obtain data to be reported; Determining whether the data to be reported contains sensitive information based on preset sensitivity rules; If yes, desensitizing the data to be reported to obtain inspection information, and displaying sensitive information in the data to be reported; If not, the data to be reported is determined as inspection information.

3. The method according to claim 2, characterized in that After preprocessing the device status data and the device operation information to obtain the data to be reported, the method further includes: Perform on-site early warning processing on the target device based on the data to be reported.

4. The method according to claim 3, characterized in that Based on the data to be reported, an on-site early warning process is performed on the target device, including: According to the identification information, obtaining a fault warning rule of the target device; Extracting key feature data of the target device from the data to be reported; Using the key feature data and the fault warning rule, determining whether the target device has a first fault risk, where the first fault risk is used to indicate that the target device is a device to be urgently maintained; If yes, display the first fault warning information; If not, determine whether the data to be reported contains sensitive information based on preset sensitivity rules.

5. The method according to claim 3, characterized in that: Based on the data to be reported, an on-site early warning process is performed on the target device, including: Acquire reference information of the target device, the reference information including: device service life, historical fault information, and historical defect type; Calculating a device operation cycle of the target device based on a timestamp in the data to be reported; Using the early warning model corresponding to the target device, analyzing the reference information, the device operation cycle, and the data to be reported, to determine whether the target device has a second failure risk, where the second failure risk is used to indicate that the target device has a failure risk; If yes, display the second fault warning information and send the second fault warning information, wherein the second fault warning information includes fault level information; If not, determine whether the data to be reported contains sensitive information based on preset sensitivity rules.

6. The method according to any one of claims 1 to 5, characterized in that: After sending the inspection information to the production execution system MES, the method further includes: Determine whether the target device has an abnormality according to the inspection information; If yes, a defect supplement interface is displayed, wherein the defect supplement interface is used to prompt the inspection personnel to record the abnormal situation of the target device; The defect supplement interface is used to receive defect supplement information entered by the inspection personnel so as to report the defect supplement information to the EMS.

7. The method according to claim 6, characterized in that The defect supplementary information includes: defect name, equipment name, reporter, handling plan, defect classification, defect reporting time, and defect description, wherein the handling plan includes: self-repair and external repair, and the defect classification includes: emergency defect, major defect and general defect.

8. An equipment inspection device based on MES, characterized in that: The device comprises: An acquisition unit, configured to acquire identification information of a target device by using an inspection code of the target device; A collection unit, used for collecting, based on the identification information, equipment status data in the sensor corresponding to the identification information, and displaying a work report interface corresponding to the identification information; A receiving unit, used to receive equipment operation information entered by inspection personnel using the work reporting interface; A generating unit, configured to generate inspection information according to the device status data and the device operation information after receiving a reporting instruction from an inspection personnel; The sending unit is used to send the inspection information to the production execution system MES so as to implement equipment inspection of the target equipment.

9. An electronic device, characterized in that: The device includes at least one processor, and at least one memory and a bus connected to the processor; wherein the processor and the memory communicate with each other through the bus; the processor is used to call program instructions in the memory to execute the MES-based equipment inspection method as described in any one of claims 1-7.

10. A computer storage medium, characterized in that: The storage medium is used to store a computer program, wherein when the computer program is running, it controls the device where the storage medium is located to execute the MES-based equipment inspection method according to any one of claims 1 to 7.

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