A power equipment detection method, device, equipment and medium

Abstract

The application discloses a kind of electric power equipment detection method, device, equipment and medium, the method includes: obtaining the equipment parameter information and equipment image corresponding to the target electric power equipment to be detected;Based on equipment state detection model and the equipment image corresponding to target electric power equipment, determine the equipment state information of target electric power equipment;Based on equipment parameter information, equipment drawing database and visual algorithm model, determine the loop panorama corresponding to target electric power equipment;Based on equipment parameter information and configuration information template library, determine the instantiation configuration test template corresponding to target electric power equipment;Based on equipment state information, standard state database, loop panorama and instantiation configuration test template, the state and function detection of target electric power equipment is carried out, and target electric power equipment detection result is obtained.The technical scheme of the embodiment of the present application is to realize the efficient automatic detection of electric power equipment, so as to reduce the labor cost, improve the detection efficiency and detection quality of electric power equipment.

Description

TECHNICAL FIELD

[0001] The present application relates to the technical field of computer technology, and particularly relates to a power equipment detection method and device, equipment and medium. BACKGROUND

[0002] With the development of the power industry, the number and scale of power equipment are continuously expanding, and the demand for detection work is also increasing.

[0003] At present, power equipment detection is usually performed by manual inspection. However, the traditional power equipment detection method has high labor costs, low detection efficiency and low detection quality, and thus cannot effectively ensure the safety and stability of power equipment operation. SUMMARY

[0004] The present application provides a power equipment detection method, device, equipment and medium to realize efficient and automatic detection of power equipment, thereby reducing labor costs and improving detection efficiency and detection quality of power equipment.

[0005] In a first aspect, the present application provides a power equipment detection method, comprising:

[0006] obtaining device parameter information and a device image corresponding to a target power equipment to be detected;

[0007] determining device state information of the target power equipment based on a device state detection model and the device image corresponding to the target power equipment;

[0008] determining a loop panoramic view corresponding to the target power equipment based on the device parameter information, the device state information, a device drawing database and a visualization algorithm model;

[0009] determining an instantiated configuration test template corresponding to the target power equipment based on the device parameter information and a configuration information template library;

[0010] performing state and function detection on the target power equipment based on the device state information, a standard state database, the loop panoramic view and the instantiated configuration test template, and obtaining a target power equipment detection result.

[0011] In a second aspect, the present application further provides a power equipment detection device, comprising:

[0012] a device image acquisition module configured to obtain device parameter information and a device image corresponding to a target power equipment to be detected;

[0013] The device status acquisition module is used to determine the device status information of the target power equipment based on the device status detection model and the device image corresponding to the target power equipment.

[0014] The panoramic image determination module is used to determine the circuit panoramic image corresponding to the target power equipment based on the equipment parameter information, the equipment status information, the equipment drawing database and the visualization algorithm model.

[0015] The test template determination module is used to determine the instantiated configuration test template corresponding to the target power equipment based on the equipment parameter information and the configuration information template library;

[0016] The detection result determination module is used to perform status and function detection on the target power equipment based on the equipment status information, standard status database, circuit panorama and instantiated configuration test template, and obtain the detection result of the target power equipment.

[0017] Thirdly, embodiments of the present invention also provide an electronic device, characterized in that the electronic device comprises: at least one processor; and

[0018] A memory communicatively connected to the at least one processor; wherein,

[0019] The memory stores a computer program that can be executed by the at least one processor, which enables the at least one processor to perform the power equipment detection method provided in any embodiment of the present invention.

[0020] Fourthly, embodiments of the present invention also provide a computer-readable storage medium, characterized in that the computer-readable storage medium stores computer instructions, which are used to enable a processor to execute the power equipment detection method provided in any embodiment of the present invention.

[0021] The technical scheme of the embodiment of the present application obtains the device parameter information and the device image of the target power equipment to be detected, thereby providing reliable data support for subsequent detection and analysis. Based on the device state detection model and the device image corresponding to the target power equipment, the device state information of the target power equipment is determined, thereby realizing rapid and accurate judgment of the device state. Based on the device parameter information, the device state information, the device drawing database and the visual algorithm model, the loop panoramic view corresponding to the target power equipment is determined, thereby intuitively understanding the electrical connection relationship of the device. Based on the device parameter information and the configuration information template library, the instantiation configuration test template corresponding to the target power equipment is determined, thereby providing a standardized test template for the function detection of the device and ensuring the comprehensiveness and accuracy of the test. Based on the device state information, the standard state database, the loop panoramic view and the instantiation configuration test template, the state and function detection of the target power equipment is performed, the target power equipment detection result is obtained, and comprehensive and accurate detection of the device state and function is realized. The device parameter information and the image are obtained, the image recognition technology and the device state detection model are used to judge the device state, the loop panoramic view is constructed, the instantiation configuration test template is generated, and the state and function detection is performed by comprehensively using multiple information sources, thereby realizing comprehensive and accurate detection of the power equipment, improving the detection efficiency and accuracy, reducing the detection cost and safety risk, and providing strong support for the safe maintenance and management of the power equipment.

[0022] It should be understood that the content described in this part is not intended to identify key or important features of the embodiments of the present application, nor is it used to limit the scope of the present application. Other features of the present application will become apparent from the following description. BRIEF DESCRIPTION OF DRAWINGS

[0023] In order to more clearly illustrate the technical solutions in the embodiments of the present application, the following will briefly introduce the drawings needed in the embodiment description. Obviously, the drawings in the following description are only some embodiments of the present application, and other drawings can also be obtained by those skilled in the art without creative labor.

[0024] Figure 1 is a flow chart of a power equipment detection method provided by the first embodiment of the present application;

[0025] Figure 2 is a flow chart of a power equipment detection method provided by the second embodiment of the present application;

[0026] Figure 3 is a structural schematic diagram of a power equipment detection device provided by the third embodiment of the present application;

[0027] Figure 4Fig. 1 is a structural schematic diagram of an electronic device for implementing a power equipment detection method according to an embodiment of the present application. DETAILED DESCRIPTION

[0028] In order to make the personnel in the technical field better understand the present application scheme, the technical scheme in the embodiment of the present application will be described clearly and completely below in combination with the drawings in the embodiment of the present application. Obviously, the described embodiments are only a part of the embodiments of the present application, not all. Based on the embodiments in the present application, all other embodiments obtained by the person skilled in the art without creative labor should belong to the scope of protection of the present application.

[0029] It should be noted that the terms "target", "current" and the like in the specification and claims of the present application and the above-mentioned drawings are used to distinguish similar objects, and do not necessarily describe a specific order or sequence. It should be understood that the data thus used can be interchanged under appropriate circumstances, so that the embodiments of the present application described herein can be implemented in an order other than those illustrated or described herein. In addition, the terms "include" and "have" and any variations thereof are intended to cover non-exclusive inclusion, for example, a process, method, system, product or device including a series of steps or units does not have to be limited to those steps or units clearly listed, but can include other steps or units not clearly listed or inherent to these processes, methods, products or devices.

[0030] Embodiment one

[0031] Figure 1 A flowchart of a power equipment detection method is provided for the first embodiment of the present application. The present embodiment can be applicable to the case of detecting power equipment. As shown in the figure, the method can be performed by a power equipment detection device, which can be realized in the form of hardware and / or software, and can be configured in an electronic device. As shown in the figure, the method specifically includes the following steps: Figure 1 Figure 1

[0032] S110, obtaining device parameter information and device images corresponding to a target power equipment to be detected.

[0033] Among them, the target power equipment can refer to the power equipment that needs to be detected, evaluated or maintained. These devices are usually important components in the power system, such as generators, transformers, transmission lines, etc., which undertake the tasks of power generation, transmission, distribution and conversion, etc., and are crucial to the stable operation of the power system. The device parameter information can refer to the data describing the basic information of the power equipment, such as model, specification, manufacturer, etc. The device image can refer to the appearance image of the power equipment obtained by photography or videography technology. ​​

[0034] Specifically, by sensors, data collectors and other devices, the model, specifications and other parameter information of the target power equipment are collected in real time. High-definition cameras or other image acquisition devices are used to take real-time or regular appearance images of the target power equipment as equipment images. By obtaining the parameter information and images of the equipment in real time and accurately, reliable data support can be provided for subsequent detection and analysis.

[0035] For example, in S110, "obtaining the equipment parameter information corresponding to the target power equipment to be detected", can include: scanning the equipment parameter two-dimensional code corresponding to the target power equipment to be detected, and obtaining the equipment parameter information corresponding to the target power equipment.

[0036] The equipment parameter two-dimensional code can be a two-dimensional code that encodes and stores the parameter information of the power equipment.

[0037] Specifically, the detection personnel uses a scanning device to scan the equipment parameter two-dimensional code on the target power equipment. The scanning device automatically identifies and analyzes the information in the two-dimensional code and converts it into readable equipment parameter information. After scanning, the detection personnel can view or download the obtained equipment parameter information on the scanning device. These information usually include the model, specifications, production date, manufacturer, technical parameters and other key information of the equipment. By scanning the two-dimensional code to obtain the equipment parameter information, the tedious process of traditional manual input or search is avoided, and the detection efficiency is greatly improved.

[0038] S120, based on the equipment state detection model and the equipment image corresponding to the target power equipment, determining the equipment state information of the target power equipment.

[0039] The equipment state detection model can be a tool or method based on data analysis and technical means for detecting and evaluating the current running state of the equipment. The equipment state information can be various data and parameters describing the current running state of the power equipment. These information usually include the running parameters, performance indicators, fault records and other important basis for evaluating the equipment state, diagnosing faults and formulating maintenance plans.

[0040] Specifically, the preprocessed equipment image is input into the pre-trained equipment state detection model for state detection, and the equipment state information of the target power equipment is obtained according to the output of the equipment state detection model, realizing the automatic, rapid and accurate judgment of the equipment state.

[0041] S130, based on the equipment parameter information, the equipment state information, the equipment drawing database and the visualization algorithm model, determining the loop panoramic view corresponding to the target power equipment.

[0042] The device drawing database can refer to a database system specially storing and managing power device drawings. These drawings usually include structural diagrams, schematic diagrams, wiring diagrams, etc. of the device, which are important basis for understanding the internal structure, working principle and maintenance method of the device. The visualization algorithm model can refer to an algorithm model that displays and analyzes complex data through visual elements such as graphics and images. The loop panoramic view can refer to a graphical tool that displays the internal electrical connection relationship and running state of the power device. It usually includes elements such as loops, nodes, and connection lines of the device, and marks the corresponding electrical parameters and state information.

[0043] Specifically, according to the device parameter information, the device number is obtained, the device drawing database is accessed according to the device parameter information, and the electrical connection relationship diagram of the device is constructed. Using the visualization algorithm model, the electrical connection relationship diagram and the device state information are converted into the loop panoramic view, thereby intuitively displaying the overall running state and electrical connection of the power device.

[0044] Illustratively, S130 can include: based on the device parameter information and the device drawing database, determining the drawing information and the virtual-real loop wiring information corresponding to the target power device; based on the visualization algorithm model, fusing the drawing information, the device state information and the virtual-real loop wiring information to generate the loop panoramic view corresponding to the target power device.

[0045] The drawing information can refer to the drawing content describing the structure, layout, electrical connection relationship, etc. of the power device. The virtual-real loop wiring information can refer to the wiring information of the actual existing electrical loop and the virtual electrical loop (such as control loop, protection loop, etc.) in the power device.

[0046] Specifically, according to the device parameter information, the most matched drawing in the drawing database is found. This may involve accurate matching of device model, rated voltage and other parameters. In the matched device drawing, the virtual-real loop wiring information related to the target power device is extracted. This includes the electrical connection relationship between devices, the path of the loop, the configuration of the protection device, etc. The extracted drawing information, device state information and virtual-real loop wiring information are formatted and standardized for subsequent algorithm processing. The pre-trained visualization algorithm model is used to input the preprocessed data into the model for processing, and the algorithm model generates the loop panoramic view of the target power device according to the input data, thereby displaying the electrical connection and running state of the power device in an intuitive way, which helps the operation and maintenance personnel to quickly understand and analyze.

[0047] S140, based on the device parameter information and the configuration information template library, determining the instantiation configuration test template corresponding to the target power device.

[0048] The configuration information template library can be a database that stores and manages various device or system configuration information templates, which usually contain key information such as configuration parameters, setting options, etc. of the device or system under certain conditions. The instantiated configuration test template can be a template used to test and verify the correctness of the device or system configuration. It usually contains instantiation parameters, test steps and expected results of the device or system under certain conditions.

[0049] Specifically, according to the device parameter information, combined with the basic principles of automatic testing of power equipment, the criteria and signal quantities corresponding to the target power equipment in the configuration information template library are instantiated and mapped, and the instantiated configuration test template corresponding to the target power equipment is generated, so as to provide a standardized test template for the function detection of power equipment and ensure the comprehensiveness and accuracy of the test.

[0050] For example, S140 can include: determining the device type corresponding to the target power equipment based on the device parameter information; determining the original configuration test template corresponding to the device type based on the device type and the configuration information template library, and performing data mapping on the original configuration test template to generate the instantiated configuration test template corresponding to the target power equipment.

[0051] The original configuration test template can be a basic template used to test and verify the correctness of the device or system configuration in power equipment detection and maintenance.

[0052] Specifically, the collected device parameter information is matched with known device types. For example, the device parameter information can be parsed and compared to determine which device type the target power equipment belongs to. According to the matching result, the specific device type of the target power equipment is determined. After determining the device type, the configuration information template library is accessed to build the original configuration test template corresponding to the device type. The instantiation data of the target power equipment is mapped to the corresponding position in the original configuration test template. This usually involves replacing or adjusting the parameters in the template to ensure that the template can accurately reflect the actual working condition of the target power equipment. After completing the data mapping, the instantiated configuration test template corresponding to the target power equipment is generated. This template contains all the key parameter information of the target power equipment and has been mapped according to the actual situation of the device. Through the process of data mapping and template generation, an instantiated configuration test template that meets the actual situation of the target power equipment can be quickly generated, thereby greatly improving the test efficiency.

[0053] S150, based on the device state information, the standard state database, the loop panoramic map and the instantiated configuration test template, performing state and function detection on the target power equipment to obtain the detection result of the target power equipment.

[0054] The standard state database can be a database for storing and managing standard state information of the device or system.

[0055] Specifically, according to the device state information and the standard state database, it is determined whether the state of the device meets the expectation, and the state detection result of the target power device is determined. The instantiated configuration test template is used to perform a function test on the device, and the electrical connection relationship and the running state of the device are analyzed in combination with the loop panoramic view to record the function detection result of the target power device. The state detection result and the function detection result of the target power device are jointly used as the target power device detection result, and comprehensive and accurate detection of the state and function of the device is realized.

[0056] The technical scheme of the embodiment of the present application provides reliable data support for subsequent detection and analysis by obtaining the device parameter information and the device image corresponding to the target power device to be detected. Based on the device state detection model and the device image corresponding to the target power device, the device state information of the target power device is determined, and rapid and accurate judgment of the device state is realized. Based on the device parameter information, the device state information, the device drawing database and the visual algorithm model, the loop panoramic view corresponding to the target power device is determined, so that the electrical connection relationship of the device can be intuitively understood. Based on the device parameter information and the configuration information template library, the instantiated configuration test template corresponding to the target power device is determined, which can provide a standardized test template for the function detection of the device, and ensure the comprehensiveness and accuracy of the test. Based on the device state information, the standard state database, the loop panoramic view and the instantiated configuration test template, the state and function detection of the target power device are performed, and the target power device detection result is obtained, so that comprehensive and accurate detection of the state and function of the device is realized. By obtaining the device parameter information and the image, using the image recognition technology and the device state detection model to judge the device state, constructing the loop panoramic view, generating the instantiated configuration test template and comprehensively detecting the state and function based on multiple information sources, comprehensive and accurate detection of the power device is realized, the detection efficiency and accuracy are improved, the detection cost and safety risk are reduced, and strong support is provided for the safe maintenance and management of the power device.

[0057] For example, on the basis of the above-mentioned scheme, after S150, it further includes: based on the fault prediction model and the target power device detection result, performing fault prediction on the target power device, determining at least one device debugging scheme, and visually displaying the device debugging scheme.

[0058] The fault prediction model can be a neural network model that uses data and algorithms to predict potential faults or abnormal conditions of a device or system.

[0059] Specifically, the target power device detection result is input into the pre-trained fault prediction model for fault detection, and based on the fault prediction result, the potential fault of the device is analyzed in depth to determine the cause of the fault and the possible impact range. According to the results of fault analysis, a targeted device debugging scheme is developed. The scheme should include the target, steps, required tools and equipment, division of labor of the debugging personnel, and safety precautions. The key operating data of the target power device, fault prediction results, and device debugging scheme can be visualized in the form of charts, curves, animations, etc. to help the operation and maintenance personnel more intuitively understand the operating status and debugging requirements of the device.

[0060] For example, the process of constructing the instantiation configuration test template can be as follows. The target power device can be a relay protection device. According to the device parameter information, the relay protection device configuration information template library can be used in combination with the basic principles of automatic testing of intelligent substation relay protection to use a configuration-based substation secondary device debugging method. The specific criteria in the template and the signal quantity applied are mapped to the signal definition in the actual engineering (Substation Configuration Description, SCD) file to form an instantiation configuration test template, and automatic closed-loop testing is achieved.

[0061] Embodiment Two

[0062] Figure 2 A flowchart of a power device detection method provided by Embodiment Two of the present application is provided. Based on the above-mentioned embodiments, the step of "detecting the target power device based on the device state information, the standard state database, the loop panoramic diagram, and the instantiation configuration test template to obtain the target power device detection result" is optimized. The explanations of the same or corresponding terms in the above-mentioned embodiments are not repeated here.

[0063] Referring to Figure 2 Another power device detection method provided by the present embodiment specifically includes the following steps:

[0064] S210, obtaining device parameter information and device images corresponding to the target power device to be detected.

[0065] S220, determining the device state information of the target power device based on the device state detection model and the device images corresponding to the target power device.

[0066] S230, determine the loop panorama corresponding to the target power equipment based on the equipment parameter information, the equipment state information, the equipment drawing database and the visualization algorithm model.

[0067] S240, determine the instantiation configuration test template corresponding to the target power equipment based on the equipment parameter information and the configuration information template library.

[0068] S250, compare the equipment state information corresponding to the target power equipment with the standard equipment state information corresponding to the target power equipment in the standard state database to determine the equipment state detection result corresponding to the target power equipment.

[0069] The standard equipment state information can refer to the state of the power equipment in normal operation. The equipment state detection result can refer to a result indicating whether the power equipment is in a normal working state.

[0070] Specifically, the equipment state information corresponding to the target power equipment is compared with the standard equipment state information of the corresponding target power equipment in the standard state database. The standard state database can generally include the parameter range or standard value of the equipment in normal operation. By comparison, it is judged whether the current state of the target power equipment is within the normal range. If there is a large deviation between the equipment state information and the standard value, it may indicate that the equipment has an abnormality or failure, and the equipment state detection result corresponding to the target power equipment is determined. By comparing the standard state database, it can be quickly judged whether the state of the equipment is normal without manual checking one by one.

[0071] S260, perform function detection on the target power equipment based on the loop panorama and the instantiation configuration test template to determine the equipment function detection result corresponding to the target power equipment.

[0072] The equipment function detection result can refer to a detection result indicating whether the power equipment has a functional abnormality.

[0073] Specifically, according to the loop panorama, the position of the target power equipment and its connection relationship with other equipment are determined. According to the test steps defined in the instantiation configuration test template, the test is performed one by one. The actual detection result is compared with the expected result defined in the instantiation configuration test template to determine the equipment function detection result corresponding to the target power equipment, so that the functional state of the target power equipment can be accurately determined, providing a reliable basis for subsequent maintenance, repair or replacement decisions.

[0074] S260, matching the instantiation configuration test template based on the loop panoramic diagram, initializing the instantiation configuration test template after successful matching, obtaining the preprocessed instantiation configuration test template; performing functional response detection on the target power equipment based on the detection items in the preprocessed instantiation configuration test template, obtaining at least one functional response result; comparing the functional response result with the preset response result in the preprocessed instantiation configuration test template, determining the device function detection result corresponding to the target power equipment.

[0075] Specifically, according to the loop panoramic diagram, the position, connection mode and association with other devices of the target power equipment in the power system are determined. By comparing the device connection information in the loop panoramic diagram with the device connection requirements in the test template, it is ensured that the instantiation configuration test template is consistent with the actual connection of the target power equipment. The initialization setting of the instantiation configuration test template after successful matching can include test parameters, test steps, expected results, etc. According to the detection items in the preprocessed instantiation configuration test template, the functional response detection is performed on the target power equipment one by one. During the detection process, the actual response of the device is recorded, which can include response time, response amplitude, stability and other key indicators. The functional response result is compared with the preset response result in the preprocessed instantiation configuration test template. According to the comparison result, the device function detection result corresponding to the target power equipment is determined. If the actual response of all detection items meets the preset response requirement, it is determined that the device function is normal; if there is an abnormality or non-compliance, it is determined that the device function is abnormal. Through automatic functional test, the test efficiency can be greatly improved, and the test time and cost can be reduced.

[0076] S270, determining the target power equipment detection result based on the device state detection result and the device function detection result.

[0077] Specifically, based on the device state detection result and the device function detection result, the overall state of the target power equipment is comprehensively judged. If the device state is normal and the function test is passed, it is determined that the device is in normal state; if the device state is abnormal or the function test is not passed, it is determined that the device is in abnormal state, and then the detection result is output in the form of report or data, and the target power equipment detection result is generated, which can more comprehensively evaluate the overall state of the device.

[0078] The technical scheme of the embodiment of the present application compares the device state information corresponding to the target power equipment with the standard device state information corresponding to the target power equipment in the standard state database, determines the device state detection result corresponding to the target power equipment, and realizes automatic detection of the device state. The function of the target power equipment is detected based on the loop panoramic view and the instantiated configuration test template, the device function detection result corresponding to the target power equipment is determined, and all functions of the device can be comprehensively detected to avoid omission. The target power equipment detection result is determined based on the device state detection result and the device function detection result, and the overall state of the device can be more comprehensively evaluated. The target power equipment is detected through the device state information, the standard state database, the loop panoramic view and the instantiated configuration test template, the device state can be quickly and automatically judged, and the detection efficiency and accuracy are improved.

[0079] Embodiment three

[0080] Figure 3 A structural schematic diagram of a power equipment detection device provided by the third embodiment of the present application is shown in FIG. 3. Figure 3 As shown in the figure, the device comprises a device image acquisition module 310, a device state acquisition module 320, a panoramic view determination module 330, a test template determination module 340 and a detection result determination module 350.

[0081] The device image acquisition module 310 is configured to acquire device parameter information and a device image corresponding to a target power equipment to be detected.

[0082] The device state acquisition module 320 is configured to determine device state information of the target power equipment based on a device state detection model and the device image corresponding to the target power equipment.

[0083] The panoramic view determination module 330 is configured to determine a loop panoramic view corresponding to the target power equipment based on the device parameter information, a device drawing database and a visualization algorithm model.

[0084] The test template determination module 340 is configured to determine an instantiated configuration test template corresponding to the target power equipment based on the device parameter information and a configuration information template library.

[0085] The detection result determination module 350 is configured to perform state and function detection on the target power equipment based on the device state information, a standard state database, the loop panoramic view and the instantiated configuration test template, and obtain a target power equipment detection result.

[0086] The technical scheme of the embodiment provides reliable data support for subsequent detection and analysis by acquiring device parameter information and a device image corresponding to a target power equipment to be detected. The device state information of the target power equipment is determined based on a device state detection model and the device image corresponding to the target power equipment, so that rapid and accurate judgment of the device state is realized. The loop panoramic view corresponding to the target power equipment is determined based on the device parameter information, the device state information, a device drawing database and a visual algorithm model, so that the electrical connection relationship of the device is intuitively understood. The instantiation configuration test template corresponding to the target power equipment is determined based on the device parameter information and a configuration information template library, so that a standardized test template can be provided for function detection of the device, and the comprehensiveness and accuracy of the test are ensured. The target power equipment is subjected to state and function detection based on the device state information, a standard state database, the loop panoramic view and the instantiation configuration test template, so that a target power equipment detection result is obtained, and comprehensive and accurate detection of the device state and function is realized. The device parameter information and the image are acquired, the image recognition technology and the device state detection model are used to judge the device state, the loop panoramic view is constructed, the instantiation configuration test template is generated, and the state and function detection is performed by comprehensively using multiple information sources, so that comprehensive and accurate detection of the power equipment is realized, the detection efficiency and accuracy are improved, the detection cost and safety risk are reduced, and powerful support is provided for safe maintenance and management of the power equipment.

[0087] Optionally, the device image acquisition module 310 is specifically configured to scan a device parameter two-dimensional code corresponding to the target power equipment to be detected, and obtain device parameter information corresponding to the target power equipment.

[0088] Optionally, the panoramic view determination module 330 is specifically configured to determine drawing information and virtual-real loop wiring information corresponding to the target power equipment based on the device parameter information and a preset drawing database, and generate a loop panoramic view corresponding to the target power equipment by fusing the drawing information and the virtual-real loop wiring information based on a visual algorithm model.

[0089] Optionally, the test template determination module 340 is specifically configured to determine a device type corresponding to the target power equipment based on the device parameter information, and determine an original configuration test template corresponding to the device type based on the device type and a configuration information template library, and generate an instantiation configuration test template corresponding to the target power equipment by performing data mapping on the original configuration test template.

[0090] Optionally, the detection result determination module 350 comprises:

[0091] The state detection unit is configured to compare the device state information corresponding to the target power equipment with the standard device state information corresponding to the target power equipment in the standard state database, and determine a device state detection result corresponding to the target power equipment.

[0092] The function detection unit is configured to perform function detection on the target power equipment based on the loop panoramic view and the instantiated configuration test template, and determine a device function detection result corresponding to the target power equipment.

[0093] The target detection unit is configured to determine a target power equipment detection result based on the device state detection result and the device function detection result.

[0094] Optionally, the function detection unit is specifically configured to: match the instantiated configuration test template based on the loop panoramic view, and initialize the instantiated configuration test template after the matching is successful, to obtain a preprocessed instantiated configuration test template; perform function response detection on the target power equipment based on a detection item in the preprocessed instantiated configuration test template, to obtain at least one function response result; compare the function response result with a preset response result in the preprocessed instantiated configuration test template, to determine the device function detection result corresponding to the target power equipment.

[0095] Optionally, the apparatus further includes a debugging module,

[0096] The debugging module is specifically configured to: after obtaining the target power equipment detection result, perform fault prediction on the target power equipment based on a fault prediction model and the target power equipment detection result, determine at least one device debugging scheme, and visually display the device debugging scheme.

[0097] The power equipment detection apparatus provided in the embodiments of the present application can execute the power equipment detection method provided in any of the embodiments of the present application, and has the corresponding function modules and beneficial effects of the execution method.

[0098] Figure 4 A structural schematic diagram of an electronic device 12 that can be used to implement embodiments of the present application is shown. The electronic device is intended to represent various forms of digital computers, such as laptops, desktops, tablets, servers, mainframes, and other appropriate computers. The electronic device can also represent various forms of mobile devices, such as personal digital assistants, smart phones, wearable devices (e.g., headsets, glasses, watches, etc.), and other similar computing devices. The components shown here, their connections and relationships, and their functions, are meant to be examples only, and are not intended to limit the implementations of the present application described and / or claimed in this document.

[0099] AsFigure 4 As shown, the electronic device 12 is in the form of a general- purpose computer. Components of the electronic device 12 can include, but are not limited to, one or more processors or processing units 16, a system memory 28, and a bus 18 that couples various system components including the system memory 28 to the processing unit 16.

[0100] The bus 18 represents one or more of several types of bus structures, including a memory bus or memory controller, a peripheral bus, a graphics bus (e.g., an Accelerated Graphics Port, or AGP bus) and a processor or local bus using any of a variety of bus architectures. By way of example, these architectures include Industry Standard Architecture (ISA) bus, Micro Channel Architecture (MCA) bus, Enhanced ISA (EISA) bus, Video Electronics Standards Association (VESA) local bus, and Peripheral Component Interconnect (PCI) bus.

[0101] The electronic device 12 typically includes a variety of computer system readable media. Such media can be any available media that is located either internally or externally to the electronic device 12, including both volatile and nonvolatile media, removable and non-removable media.

[0102] The system memory 28 can include computer system readable media in the form of volatile memory, such as random access memory (RAM) 30 and / or cache memory 32. The electronic device 12 can further include other removable / non-removable, volatile / non-volatile computer system storage media. By way of example only, a storage system 34 can be provided for reading from and writing to non-removable, non-volatile magnetic media (e.g., a "hard drive"). Figure 4 Not shown, a removable / non-removable interface can also be provided and can include interface to one or more devices allowing the electronic device 12 to read from or write to such devices. The storage system 34 can include a non-removable, non-volatile magnetic media implemented with one or more of a disk drive, a floppy disk drive, a hard disk drive, or a flash memory. As such, the storage system 34 can be used to store programs, data and the like for use by the electronic device 12. Figure 4 As shown, the electronic device 12 is in the form of a general- purpose computer. Components of the electronic device 12 can include, but are not limited to, one or more processors or processing units 16, a system memory 28, and a bus 18 that couples various system components including the system memory 28 to the processing unit 16.

[0103] Program / utility 40 having a set (at least one) of program modules 42 can be stored in, for example, system memory 28 by way of example, and can include an operating system, one or more application programs, other program modules, and program data, each of which or a combination can include implementation of the network environment as described herein. Program modules 42 generally carry out the functions and / or methodologies of embodiments of the present application as described herein.

[0104] The electronic device 12 can also communicate with one or more external devices 14 such as a keyboard, a pointing device, a display 24, etc.; other devices that enable a user to interact with the electronic device 12; and / or any devices (e.g., a networking module, a modem, etc.) that enable the electronic device 12 to communicate with one or more other computing devices. Such communication can occur via the input / output (I / O) interface 22. Still yet, the electronic device 12 can communicate with one or more networks, such as a local area network (LAN), a wide area network (WAN), and / or the Internet, through a network adapter 20. As depicted, the network adapter 20 communicates with the other components of the electronic device 12 via the bus 18. It should be appreciated that the network adapter 20 and / or the other hardware and / or software components depicted in FIG. 1 can be utilized in combination with the electronic device 12, but need not be included as part of the electronic device 12. For example, the electronic device 12 could be a mobile telephone that does not include the network adapter 20, the display 24, or the like. Further, it should be appreciated that the electronic device 12 can include any other suitable hardware and / or software components.

[0105] The processing unit 16 performs various function applications and data processing by running programs stored in the system memory 28, such as implementing steps of a power equipment detection method provided by any embodiment of the present application, which comprises:

[0106] Obtaining device parameter information and a device image corresponding to a target power equipment to be detected;

[0107] Determining device state information of the target power equipment based on a device state detection model and the device image corresponding to the target power equipment;

[0108] Determining a loop panoramic view corresponding to the target power equipment based on the device parameter information, the device state information, a device drawing database, and a visualization algorithm model;

[0109] Determining an instantiated configuration test template corresponding to the target power equipment based on the device parameter information and a configuration information template library;

[0110] Performing state and function detection on the target power equipment based on the device state information, a standard state database, the loop panoramic view, and the instantiated configuration test template, to obtain a target power equipment detection result.

[0111] Of course, those skilled in the art can understand that the processor can also implement the technical solutions of the power equipment detection method provided by any embodiment of the present application.

[0112] The embodiment provides a computer readable storage medium, which stores a computer program, and the program is executed by a processor to implement steps of a power equipment detection method provided by any embodiment of the present application, which comprises:

[0113] obtain device parameter information and a device image corresponding to the target power equipment to be detected;

[0114] determine device state information of the target power equipment based on the device state detection model and the device image corresponding to the target power equipment;

[0115] determine a loop panoramic view corresponding to the target power equipment based on the device parameter information, the device state information, a device drawing database and a visualization algorithm model;

[0116] determine an instantiated configuration test template corresponding to the target power equipment based on the device parameter information and a configuration information template library;

[0117] perform state and function detection on the target power equipment based on the device state information, a standard state database, the loop panoramic view and the instantiated configuration test template, and obtain a target power equipment detection result.

[0118] The computer storage medium of the embodiment of the application can adopt any combination of one or more computer readable media. The computer readable medium can be a computer readable signal medium or a computer readable storage medium. The computer readable storage medium may, for example, but is not limited to, an electrical, magnetic, optical, electromagnetic, infrared, or semiconductor system, device or component, or any combination thereof. More specific examples (non-exhaustive list) of the computer readable storage medium include an electrical connection having one or more wires, a portable computer diskette, a hard disk, a random access memory (RAM), a read-only memory (ROM), an erasable programmable read-only memory (EPROM or flash memory), an optical fiber, a portable compact disk read-only memory (CD-ROM), an optical storage device, a magnetic storage device, or any suitable combination thereof. In this document, the computer readable storage medium can be any tangible medium containing or storing a program that can be used by or in conjunction with an instruction execution system, device or component.

[0119] The computer readable signal medium can include a data signal carried in a baseband or as a part of a carrier wave, in which a computer readable program code is carried. Such a propagated data signal can take multiple forms, including but not limited to an electromagnetic signal, an optical signal or any suitable combination thereof. The computer readable signal medium can also be any computer readable medium other than the computer readable storage medium, which can send, propagate or transmit a program for use by or in conjunction with an instruction execution system, device or component.

[0120] The program code embodied on the computer readable media can be transmitted using any appropriate medium, including but not limited to wireless, wire line, optical fiber cable, RF, etc., or any suitable combination of the foregoing.

[0121] Computer program code for carrying out operations of the present application can be written in any combination of one or more programming languages, including an object oriented programming language such as Java, Smalltalk, C++ or the like and conventional procedural programming languages, such as the "C" programming language or similar programming languages. The program code can execute entirely on the user's computer, partly on the user's computer, as a stand-alone software package, partly on the user's computer and partly on a remote computer or entirely on the remote computer or server. In the latter scenario, the remote computer can be connected to the user's computer through any type of network, including a local area network (LAN) or a wide area network (WAN), or the connection can be made to an external computer (for example, through the Internet using an Internet Service Provider).

[0122] Those skilled in the art will appreciate that the modules or steps of the present application described above can be implemented in a general purpose computer, and they can be centralized in a single computing device or distributed over a network of multiple computing devices. Alternatively, they can be implemented by computer executable program codes, which can be stored in a storage device and executed by a computing device, or they can be implemented by individual integrated circuit modules, or a plurality of modules or steps can be implemented by a single integrated circuit module. Thus, the present application is not limited to any particular combination of hardware and software.

[0123] Note that the above only describes the preferred embodiments of the present application and the principles of the applied technology. Those skilled in the art will understand that the present application is not limited to the specific embodiments described above, and that various obvious changes, re-adjustments and substitutions can be made by those skilled in the art without departing from the scope of the present application. Therefore, although the present application has been described in detail through the above embodiments, the present application is not limited to the above embodiments, and can include more other equivalent embodiments without departing from the concept of the present application, and the scope of the present application is determined by the appended claims.

Claims

1. A method for testing electrical equipment, characterized in that, include: Acquire the equipment parameter information and equipment image corresponding to the target power equipment to be detected; Based on the equipment status detection model and the equipment image corresponding to the target power equipment, the equipment status information of the target power equipment is determined; Based on the equipment parameter information, the equipment status information, the equipment drawing database, and the visualization algorithm model, a circuit panoramic view corresponding to the target power equipment is determined. The circuit panoramic view includes each circuit, node, and connecting line of the equipment, and is labeled with the corresponding electrical parameters and status information. Based on the equipment parameter information and configuration information template library, determine the instantiated configuration test template corresponding to the target power equipment; The device status information corresponding to the target power equipment is compared with the standard device status information corresponding to the target power equipment in the standard status database to determine the device status detection result corresponding to the target power equipment. The instantiated configuration test template is matched based on the loop panorama, and the instantiated configuration test template after successful matching is initialized to obtain the preprocessed instantiated configuration test template. Based on the detection items in the preprocessed instantiated configuration test template, the target power equipment is subjected to functional response detection to obtain at least one functional response result. The functional response result is compared with the preset response result in the preprocessed instantiated configuration test template to determine the equipment function test result corresponding to the target power equipment. Based on the equipment status detection results and the equipment function detection results, the detection results of the target power equipment are determined.

2. The method according to claim 1, characterized in that, The acquisition of equipment parameter information corresponding to the target power equipment to be detected includes: The device parameter QR code corresponding to the target power equipment to be detected is scanned to obtain the device parameter information corresponding to the target power equipment.

3. The method according to claim 1, characterized in that, The step of determining the circuit panorama corresponding to the target power equipment based on the equipment parameter information, the equipment status information, the equipment drawing database, and the visualization algorithm model includes: Based on the equipment parameter information and the preset drawing database, determine the drawing information and virtual and physical circuit wiring information corresponding to the target power equipment; Based on a visualization algorithm model, the drawing information, the equipment status information, and the virtual and real circuit wiring information are fused to generate a panoramic view of the circuits corresponding to the target power equipment.

4. The method according to claim 1, characterized in that, The step of determining the instantiated configuration test template corresponding to the target power equipment based on the equipment parameter information and configuration information template library includes: Based on the equipment parameter information, the equipment type corresponding to the target power equipment is determined; Based on the device type and configuration information template library, the original configuration test template corresponding to the device type is determined, and the original configuration test template is data mapped to generate the instantiated configuration test template corresponding to the target power equipment.

5. The method according to claim 1, characterized in that, After obtaining the test results of the target power equipment, the following is also included: Based on the fault prediction model and the detection results of the target power equipment, fault prediction is performed on the target power equipment, at least one equipment commissioning scheme is determined, and the equipment commissioning scheme is visualized.

6. A power equipment testing device, characterized in that, include: The equipment image acquisition module is used to acquire equipment parameter information and equipment images corresponding to the target power equipment to be detected; The device status acquisition module is used to determine the device status information of the target power equipment based on the device status detection model and the device image corresponding to the target power equipment. The panoramic view determination module is used to determine the circuit panoramic view corresponding to the target power equipment based on the equipment parameter information, the equipment status information, the equipment drawing database and the visualization algorithm model. The circuit panoramic view includes each circuit, node and connecting line of the equipment, and is labeled with the corresponding electrical parameters and status information. The test template determination module is used to determine the instantiated configuration test template corresponding to the target power equipment based on the equipment parameter information and the configuration information template library; The detection result determination module is used to compare the equipment status information corresponding to the target power equipment with the standard equipment status information corresponding to the target power equipment in the standard status database to determine the equipment status detection result corresponding to the target power equipment; match the instantiated configuration test template based on the loop panorama, and initialize the instantiated configuration test template after successful matching to obtain a preprocessed instantiated configuration test template; perform functional response detection on the target power equipment based on the detection items in the preprocessed instantiated configuration test template to obtain at least one functional response result; compare the functional response result with the preset response result in the preprocessed instantiated configuration test template to determine the equipment function detection result corresponding to the target power equipment; and determine the target power equipment detection result based on the equipment status detection result and the equipment function detection result.

7. An electronic device, characterized in that, The electronic device includes: At least one processor; and A memory communicatively connected to the at least one processor; wherein, The memory stores a computer program that can be executed by the at least one processor, the computer program being executed by the at least one processor to enable the at least one processor to perform the power equipment detection method according to any one of claims 1-5.

8. A computer-readable storage medium, characterized in that, The computer-readable storage medium stores computer instructions that cause a processor to execute the power equipment detection method according to any one of claims 1-5.

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