Power equipment detection method and device, equipment and medium

Abstract

The invention discloses a power equipment detection method and device, equipment and a medium. The method comprises the following steps: acquiring equipment parameter information and an equipment image corresponding to target power equipment to be detected; determining equipment state information of the target power equipment based on an equipment state detection model and the equipment image corresponding to the target power equipment; determining a loop panorama corresponding to the target power equipment based on the equipment parameter information, an equipment drawing database and a visualization algorithm model; determining an instantiated configuration test template corresponding to the target power equipment based on the equipment parameter information and a configuration information template library; and performing state and function detection on the target power equipment based on the equipment state information, the standard state database, the loop panorama and the instantiation configuration test template to obtain a detection result of the target power equipment. Through the technical scheme of the embodiment of the invention, efficient automatic detection of the power equipment is realized, so that the labor cost is reduced, and the detection efficiency and the detection quality of the power equipment are improved.

Description

Technical Field

[0001] The present invention relates to the field of computer technology, and in particular to a method, device, equipment and medium for detecting electric power equipment. Background Art

[0002] With the development of the power industry, the number and scale of power equipment have continued to expand, and the demand for testing work has also increased accordingly.

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

[0004] The present invention provides an electric power equipment detection method, device, equipment and medium to achieve efficient automatic detection of electric power equipment, thereby reducing labor costs and improving the detection efficiency and detection quality of electric power equipment.

[0005] In a first aspect, an embodiment of the present invention provides a method for detecting an electric power device, comprising:

[0006] Obtaining device parameter information and device images corresponding to the target power device to be detected;

[0007] Determining device status information of the target power device based on a device status detection model and a device image corresponding to the target power device;

[0008] Determine a 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;

[0009] Determine the instantiation configuration test template corresponding to the target power equipment based on the equipment parameter information and the configuration information template library;

[0010] Based on the device status information, the standard status database, the loop panorama and the instantiated configuration test template, the target power device is tested for status and function to obtain a target power device test result.

[0011] In a second aspect, an embodiment of the present invention further provides an electric power equipment detection device, comprising:

[0012] The device image acquisition module is used to acquire device parameter information and device image corresponding to the target power device to be detected;

[0013] A device status acquisition module, used to determine device status information of the target power device based on a device status detection model and a device image corresponding to the target power device;

[0014] A panoramic view determination module, used to determine a loop 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;

[0015] A test template determination module, used to determine the instantiation configuration test template corresponding to the target power device based on the device 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, the standard status database, the loop panorama and the instantiated configuration test template to obtain the target power equipment detection result.

[0017] In a third aspect, an embodiment of the present invention further provides 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, and the computer program is executed by the at least one processor so that the at least one processor can execute the power equipment detection method provided by any embodiment of the present invention.

[0020] In a fourth aspect, an embodiment of the present invention further provides a computer-readable storage medium, characterized in that the computer-readable storage medium stores computer instructions, and the computer instructions are used to enable a processor to execute the power equipment detection method provided by any embodiment of the present invention when executing the computer instructions.

[0021] The technical solution of the embodiment of the present invention provides reliable data support for subsequent detection and analysis by acquiring the device parameter information and device image corresponding to the target power equipment to be detected. Based on the device status detection model and the device image corresponding to the target power equipment, the device status information of the target power equipment is determined to achieve a quick and accurate judgment of the device status. Based on the device parameter information, the device status information, the device drawing database and the visualization algorithm model, the loop panorama corresponding to the target power equipment is determined, so as to intuitively understand the electrical connection relationship of the equipment. Based on the device parameter information and the configuration information template library, the instantiated configuration test template corresponding to the target power equipment is determined, which can provide a standardized test template for the functional detection of the equipment to ensure the comprehensiveness and accuracy of the test. Based on the device status information, the standard status database, the loop panorama and the instantiated configuration test template, the target power equipment is tested for status and function, and the target power equipment detection result is obtained to achieve comprehensive and accurate detection of the device status and function. By acquiring equipment parameter information and images, using image recognition technology and equipment status detection models to determine equipment status, building a loop panorama, generating instantiated configuration test templates, and integrating multiple information sources for status and function detection, comprehensive and accurate detection of power equipment is achieved, detection efficiency and accuracy are improved, detection costs and safety risks are reduced, and strong support is provided for the safe maintenance and management of power equipment.

[0022] It should be understood that the contents described in this section are not intended to identify the key or important features of the embodiments of the present invention, nor are they intended to limit the scope of the present invention. Other features of the present invention will become easily understood through the following description. BRIEF DESCRIPTION OF THE DRAWINGS

[0023] In order to more clearly illustrate the technical solutions in the embodiments of the present invention, the following briefly introduces the drawings required for use in the description of the embodiments. Obviously, the drawings described below are only some embodiments of the present invention. For ordinary technicians in this field, other drawings can be obtained based on these drawings without creative work.

[0024] Figure 1 is a flow chart of a method for detecting electric power equipment provided according to Embodiment 1 of the present invention;

[0025] Figure 2 is a flow chart of a method for detecting electric power equipment provided according to Embodiment 2 of the present invention;

[0026] Figure 3 is a structural schematic diagram of an electric power equipment detection device provided according to Embodiment 3 of the present invention;

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

[0028] In order to enable those skilled in the art to better understand the scheme of the present invention, the technical scheme in the embodiments of the present invention will be clearly and completely described below in conjunction with the drawings in the embodiments of the present invention. Obviously, the described embodiments are only part of the embodiments of the present invention, not all of the embodiments. Based on the embodiments of the present invention, all other embodiments obtained by ordinary technicians in this field without creative work should fall within the scope of protection of the present invention.

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

[0030] Embodiment 1

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

[0032] S110: Acquire device parameter information and device image corresponding to the target power device to be detected.

[0033] Among them, the target power equipment may refer to the power equipment that needs to be inspected, evaluated or maintained. These devices are usually important components of the power system, such as generators, transformers, transmission lines, etc. They undertake the tasks of generating, transmitting, distributing and converting electric energy, which are crucial to the stable operation of the power system. Equipment parameter information may refer to data describing basic information such as the model, specification, manufacturer, etc. of the power equipment. Equipment images may refer to the appearance images of power equipment obtained through photography or video technology.

[0034] Specifically, through sensors, data collectors and other equipment, the model, specifications and other parameter information of the target power equipment are collected in real time, and 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] Exemplarily, "obtaining device parameter information corresponding to the target power device to be detected" in S110 may include: scanning a device parameter QR code corresponding to the target power device to be detected to obtain the device parameter information corresponding to the target power device.

[0036] Among them, the equipment parameter QR code may refer to encoding and storing the parameter information of the power equipment in the form of a QR code.

[0037] Specifically, the inspector uses a scanning device to scan the equipment parameter QR code on the target power equipment. The scanning device will automatically identify and parse the information in the QR code and convert it into readable equipment parameter information. After the scan is completed, the inspector can view or download the acquired equipment parameter information on the scanning device. This information usually includes key information such as the equipment model, specifications, production date, manufacturer, technical parameters, etc. Obtaining equipment parameter information by scanning the QR code avoids the tedious process of traditional manual input or search, greatly improving the detection efficiency.

[0038] S120 . Determine device status information of the target power device based on the device status detection model and the device image corresponding to the target power device.

[0039] Among them, the equipment status detection model can refer to a tool or method based on data analysis and technical means for detecting and evaluating the current operating status of the equipment. Equipment status information can refer to various data and parameters that describe the current operating status of the power equipment. This information usually includes the operating parameters, performance indicators, fault records, etc. of the equipment, which is an important basis for evaluating the equipment status, diagnosing faults and formulating maintenance plans.

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

[0041] S130, determining a circuit panorama corresponding to the target power equipment based on equipment parameter information, equipment status information, equipment drawing database and visualization algorithm model.

[0042] Among them, the equipment drawing database may refer to a database system that specifically stores and manages drawings of power equipment. These drawings usually include structural diagrams, schematic diagrams, wiring diagrams, etc. of the equipment, which are important bases for understanding the internal structure, working principles and maintenance methods of the equipment. The visualization algorithm model may refer to an algorithm model that displays and analyzes complex data through visual elements such as graphics and images. The circuit panorama may refer to a graphical tool that displays the internal electrical connection relationship and operating status of power equipment. It usually includes elements such as various circuits, nodes, connecting lines, etc. of the equipment, and annotates the corresponding electrical parameters and status information.

[0043] Specifically, the device number is obtained based on the device parameter information, and the device drawing database is accessed based on the device parameter information to build the device electrical connection diagram. Using the visualization algorithm model, the electrical connection diagram and device status information are converted into a circuit panorama, thereby intuitively displaying the overall operating status and electrical connection status of the power equipment.

[0044] Exemplarily, S130 may include: determining the drawing information and virtual-real loop wiring information corresponding to the target power equipment based on the equipment parameter information and the equipment drawing database; fusing the drawing information, equipment status information and virtual-real loop wiring information based on a visualization algorithm model to generate a loop panoramic view corresponding to the target power equipment.

[0045] The drawing information may refer to the drawing content describing the structure, layout, electrical connection relationship of the power equipment, etc. The virtual circuit wiring information may refer to the wiring information of the actual electrical circuit and the virtual electrical circuit (such as the control circuit, the protection circuit, etc.) in the power equipment.

[0046] Specifically, based on the equipment parameter information, search the drawing database for the drawing that best matches the target power equipment. This may involve precise matching of parameters such as equipment model and rated voltage. In the matched equipment drawings, extract the virtual and real loop wiring information related to the target power equipment. This includes the electrical connection relationship between devices, the path of the loop, the configuration of the protection device, etc. The extracted drawing information, equipment status information, and virtual and real loop wiring information are formatted and standardized for subsequent algorithm processing. Using a pre-trained visualization algorithm model, the preprocessed data is input into the model for processing. The algorithm model generates a panoramic view of the loop of the target power equipment based on the input data, thereby displaying the electrical connection and operating status of the power equipment in an intuitive way, which helps operation and maintenance personnel to quickly understand and analyze.

[0047] S140: Determine an instantiation configuration test template corresponding to the target power equipment based on the equipment parameter information and the configuration information template library.

[0048] The configuration information template library may refer to a database that stores and manages various device or system configuration information templates. These templates usually contain key information such as configuration parameters and setting options required by the device or system under specific conditions. The instantiation configuration test template may refer to a template used to test and verify the correctness of the device or system configuration. It usually contains information such as instantiation parameters, test steps, and expected results required by the device or system under specific conditions.

[0049] Specifically, based on the equipment parameter information and combined with the basic principles of automatic testing of power equipment, the judgment criteria and applied signal quantities corresponding to the target power equipment in the configuration information template library are instantiated and mapped, and an instantiated configuration test template corresponding to the target power equipment is generated, thereby providing a standardized test template for the functional detection of power equipment and ensuring the comprehensiveness and accuracy of the test.

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

[0051] The original configuration test template may refer to a basic template used to test and verify the correctness of equipment or system configuration during detection and maintenance of power equipment.

[0052] Specifically, the collected device parameter information is matched with the known device types. For example, the device parameter information can be parsed and compared to determine which device type the target power device belongs to. Based on the matching results, the specific device type of the target power device is determined. After the device type is determined, the configuration information template library is accessed to build an original configuration test template corresponding to the device type. The instantiation data of the target power device 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 conditions of the target power device. After completing the data mapping, an instantiation configuration test template corresponding to the target power device is generated. This template contains all the key parameter information of the target power device and has been mapped according to the actual conditions of the device. Through the process of data mapping and template generation, an instantiation configuration test template that conforms to its actual conditions can be quickly generated for the target power device, thereby greatly improving the test efficiency.

[0053] S150, based on the device status information, the standard status database, the loop panorama and the instantiated configuration test template, perform status and function detection on the target power device to obtain the target power device detection result.

[0054] The standard state database may refer to a database for storing and managing standard state information of equipment or systems. The target power equipment detection result may refer to the result obtained after the target power equipment is detected, which usually includes the equipment's operating status, performance indicators, fault conditions and other information, reflecting the actual situation of the equipment at the time of detection.

[0055] Specifically, based on the device status information and the standard status database, determine whether the device status meets expectations and determine the status detection results of the target power device. Use the instantiated configuration test template to perform functional tests on the device, analyze the electrical connection relationship and operating status of the device in combination with the loop panorama, and record the functional detection results of the target power device. The status detection results and functional detection results of the target power device are used together as the target power device detection results to achieve comprehensive and accurate detection of the device status and function.

[0056] The technical solution of the embodiment of the present invention provides reliable data support for subsequent detection and analysis by acquiring the device parameter information and device image corresponding to the target power equipment to be detected. Based on the device status detection model and the device image corresponding to the target power equipment, the device status information of the target power equipment is determined to achieve a quick and accurate judgment of the device status. Based on the device parameter information, device status information, device drawing database and visualization algorithm model, the loop panorama corresponding to the target power equipment is determined, so as to intuitively understand the electrical connection relationship of the equipment. Based on the device parameter information and configuration information template library, the instantiated configuration test template corresponding to the target power equipment is determined, which can provide a standardized test template for the functional detection of the equipment to ensure the comprehensiveness and accuracy of the test. Based on the device status information, standard status database, loop panorama and instantiated configuration test template, the target power equipment is tested for status and function, and the target power equipment detection result is obtained, so as to achieve comprehensive and accurate detection of the device status and function. By acquiring equipment parameter information and images, using image recognition technology and equipment status detection models to determine equipment status, building a loop panorama, generating instantiated configuration test templates, and integrating multiple information sources for status and function detection, comprehensive and accurate detection of power equipment is achieved, detection efficiency and accuracy are improved, detection costs and safety risks are reduced, and strong support is provided for the safe maintenance and management of power equipment.

[0057] Exemplarily, based on the above scheme, after S150, it also includes: based on the fault prediction model and the detection results of the target power equipment, predicting faults of the target power equipment, determining at least one equipment debugging scheme, and visually displaying the equipment debugging scheme.

[0058] Among them, the fault prediction model can refer to a neural network model that uses data and algorithms to predict possible faults or abnormal conditions of equipment or systems. The equipment debugging solution can refer to an electric power equipment parameter adjustment solution used to achieve the performance and functional requirements of the equipment more efficiently and accurately.

[0059] Specifically, the detection results of the target power equipment are input into the pre-trained fault prediction model for fault detection, and based on the fault prediction results, the potential faults of the equipment are deeply analyzed to determine the cause of the fault and the possible scope of impact. According to the results of the fault analysis, a targeted equipment debugging plan is formulated. The plan should include the goals, steps, required tools and equipment, division of labor of debugging personnel, and safety precautions for debugging. The key operating data of the target power equipment, fault prediction results, equipment debugging plans and other information can be visualized in the form of charts, curves, animations, etc., which helps operation and maintenance personnel to more intuitively understand the operating status and debugging requirements of the equipment.

[0060] Exemplarily, the process of constructing the instantiated configuration test template can be as follows: the target power equipment can be a relay protection device. According to the equipment parameter information, the relay protection device configuration information template library can be used, combined with the basic principle of automatic testing of relay protection in smart substations. A configuration-based substation secondary equipment debugging method is used to map the specific criteria and applied signal quantities in the template with the signal definitions in the actual project (Substation Configuration Description, SCD) file to form an instantiated configuration test template and realize automatic closed-loop testing.

[0061] Embodiment 2

[0062] Figure 2 This is a flow chart of a method for detecting electric power equipment provided in the second embodiment of the present invention. Based on the above embodiments, this embodiment optimizes the step of "detecting the target electric power equipment to be detected based on the equipment status information, the standard status database, the loop panorama and the instantiated configuration test template to obtain the target electric power equipment detection result". The explanations of the terms that are the same or corresponding to the above embodiments are not repeated here.

[0063] See also Figure 2 Another power equipment detection method provided in this embodiment specifically includes the following steps:

[0064] S210: Obtain device parameter information and device image corresponding to the target power device to be detected.

[0065] S220 . Determine device status information of the target power device based on the device status detection model and the device image corresponding to the target power device.

[0066] S230: Determine a circuit panorama corresponding to the target power equipment based on equipment parameter information, equipment status information, equipment drawing database and visualization algorithm model.

[0067] S240: Determine an instantiation configuration test template corresponding to the target power device based on the device parameter information and the configuration information template library.

[0068] S250: Compare the device status information corresponding to the target power device with the standard device status information corresponding to the target power device in the standard status database to determine the device status detection result corresponding to the target power device.

[0069] The standard device status information may refer to the status of the power device during normal operation. The device status detection result may refer to the result indicating whether the power device is in a normal operating state.

[0070] Specifically, the device status information corresponding to the target power device is compared with the standard device status information of the corresponding target power device in the standard status database. The standard status database can usually include the parameter ranges or standard values ​​of the equipment during normal operation. By comparison, it is determined whether the current state of the target power device is within the normal range. If the device status information deviates greatly from the standard value, it may indicate that the device is abnormal or faulty, and the device status detection result corresponding to the target power device is determined. By comparing the standard status database, it is possible to quickly determine whether the status of the device is normal without manual inspection one by one.

[0071] S260: Based on the loop panorama and the instantiated configuration test template, perform a function test on the target power equipment to determine a device function test result corresponding to the target power equipment.

[0072] The equipment function test result may refer to a test result used to indicate whether there is a functional abnormality in the power equipment.

[0073] Specifically, according to the loop panorama, determine the location of the target power equipment and its connection relationship with other equipment. Perform the test one by one according to the test steps defined in the instantiated configuration test template. Compare the actual test results with the expected results defined in the instantiated configuration test template to determine the device function test results corresponding to the target power equipment, so that the functional status of the target power equipment can be accurately determined, providing a reliable basis for subsequent maintenance, repair or replacement decisions.

[0074] Exemplarily, S260 may include: matching the instantiated configuration test template based on the loop panorama, and initializing the instantiated configuration test template after the match is successful, to obtain a preprocessed instantiated configuration test template; based on the detection items in the preprocessed instantiated configuration test template, performing functional response detection on the target power equipment to obtain at least one functional response result; comparing the functional response result with the preset response result in the preprocessed instantiated configuration test template to determine the device function detection result corresponding to the target power equipment.

[0075] Specifically, according to the loop panorama, the position, connection mode and association of the target power equipment with other equipment in the power system are clarified. By comparing the device connection information in the loop panorama with the device connection requirements in the test template, ensure that the instantiated configuration test template is consistent with the actual connection status of the target power equipment. Initialize the settings of the successfully matched instantiated configuration test template, which may include test parameters, test steps, expected results, etc. According to the detection items in the preprocessed instantiated configuration test template, perform functional response detection on the target power equipment one by one. During the detection process, record the actual response of the equipment, which may include key indicators such as response time, response amplitude, and stability. Compare the functional response results with the preset response results in the preprocessed instantiated configuration test template. According to the comparison results, determine the device function detection results corresponding to the target power equipment. If the actual responses of all detection items meet the preset response requirements, it is determined that the device function is normal; if there is an abnormality or non-compliance with the requirements, it is determined that the device function is abnormal. Through automated functional testing, the test efficiency can be greatly improved and the test time and cost can be reduced.

[0076] S270: Determine the target power equipment detection result based on the equipment status detection result and the equipment function detection result.

[0077] Specifically, based on the equipment status test results and equipment function test results, a comprehensive judgment is made on the overall status of the target power equipment. If the equipment status is normal and the function test passes, the equipment is judged to be in a normal state; if the equipment status is abnormal or the function test fails, the equipment is judged to be in an abnormal state, and then the test results are output in the form of reports or data to generate the target power equipment test results, which can more comprehensively evaluate the overall status of the equipment.

[0078] The technical solution of the embodiment of the present invention compares the device status information corresponding to the target power equipment with the standard device status information corresponding to the target power equipment in the standard status database, determines the device status detection result corresponding to the target power equipment, and realizes automatic detection of the device status. Based on the loop panorama and the instantiated configuration test template, the target power equipment is functionally tested to determine the device function detection result corresponding to the target power equipment, which can ensure that all functions of the equipment are fully tested to avoid omissions. Based on the device status detection result and the device function detection result, the target power equipment detection result is determined, which can more comprehensively evaluate the overall status of the equipment. By detecting the target power equipment through the device status information, the standard status database, the loop panorama and the instantiated configuration test template, the device status can be quickly and automatically determined, and the detection efficiency and accuracy can be improved.

[0079] Embodiment 3

[0080] Figure 3 This is a schematic diagram of the structure of a power equipment detection device provided by the third embodiment of the present invention. Figure 3 As shown, the apparatus includes: a device image acquisition module 310 , a device state acquisition module 320 , a panoramic image determination module 330 , a test template determination module 340 and a detection result determination module 350 .

[0081] The device image acquisition module 310 is used to acquire device parameter information and device images corresponding to the target power device to be detected;

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

[0083] A panoramic view determination module 330, for determining a circuit panoramic view corresponding to the target power equipment based on the equipment parameter information, the equipment drawing database and the visualization algorithm model;

[0084] A test template determination module 340, configured to determine an instantiated configuration test template corresponding to the target power device based on the device parameter information and the configuration information template library;

[0085] The detection result determination module 350 is used to perform status and function detection on the target power equipment based on the equipment status information, the standard status database, the loop panorama and the instantiated configuration test template to obtain the target power equipment detection result.

[0086] The technical solution of this embodiment provides reliable data support for subsequent detection and analysis by acquiring the device parameter information and device image corresponding to the target power equipment to be detected. Based on the device status detection model and the device image corresponding to the target power equipment, the device status information of the target power equipment is determined to achieve rapid and accurate judgment of the device status. Based on the device parameter information, the device status information, the device drawing database and the visualization algorithm model, the loop panorama corresponding to the target power equipment is determined, so as to intuitively understand the electrical connection relationship of the equipment. Based on the device parameter information and the configuration information template library, the instantiated configuration test template corresponding to the target power equipment is determined, which can provide a standardized test template for the functional detection of the equipment to ensure the comprehensiveness and accuracy of the test. Based on the device status information, the standard status database, the loop panorama and the instantiated configuration test template, the target power equipment is tested for status and function, and the target power equipment detection result is obtained to achieve comprehensive and accurate detection of the equipment status and function. By acquiring equipment parameter information and images, using image recognition technology and equipment status detection models to determine equipment status, building a loop panorama, generating instantiated configuration test templates, and integrating multiple information sources for status and function detection, comprehensive and accurate detection of power equipment is achieved, detection efficiency and accuracy are improved, detection costs and safety risks are reduced, and strong support is provided for the safe maintenance and management of power equipment.

[0087] Optionally, the device image acquisition module 310 is specifically used to: scan the device parameter QR code corresponding to the target power device to be detected to obtain the device parameter information corresponding to the target power device.

[0088] Optionally, the panoramic view determination module 330 is specifically used to: determine the drawing information and virtual-real loop wiring information corresponding to the target power equipment based on the equipment parameter information and the preset drawing database; fuse the drawing information and the virtual-real loop wiring information based on a visualization algorithm model to generate a loop panoramic view corresponding to the target power equipment.

[0089] Optionally, the test template determination module 340 is specifically used to: determine the device type corresponding to the target power device based on the device parameter information; determine the original configuration test template corresponding to the device type based on the device type and the configuration information template library, and perform data mapping on the original configuration test template to generate an instantiated configuration test template corresponding to the target power device.

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

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

[0092] A function detection unit, configured to perform a function detection on the target power device based on the loop panorama and the instantiated configuration test template, and determine a device function detection result corresponding to the target power device;

[0093] The target detection unit is used to determine the target power equipment detection result based on the equipment status detection result and the equipment function detection result.

[0094] Optionally, the function detection unit is specifically used to: match the instantiated configuration test template based on the loop panorama, and initialize the instantiated configuration test template after the match is successful, to obtain a preprocessed instantiated configuration test template; based on the detection items in the preprocessed instantiated configuration test template, perform a functional response detection on the target power equipment 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 device function detection result corresponding to the target power equipment.

[0095] Optionally, the above device further comprises: a debugging module,

[0096] The debugging module is specifically used to: after obtaining the detection result of the target power equipment, based on the fault prediction model and the detection result of the target power equipment, predict the fault of the target power equipment, determine at least one equipment debugging plan, and visualize the equipment debugging plan.

[0097] The electric power equipment detection device provided in the embodiment of the present invention can execute the electric power equipment detection method provided in any embodiment of the present invention, and has the corresponding functional modules and beneficial effects of the execution method.

[0098] Figure 4 A schematic diagram of the structure of an electronic device 12 that can be used to implement an embodiment of the present invention is shown. The electronic device is intended to represent various forms of digital computers, such as desktop computers, workstations, servers, mainframe computers, and other suitable computers. The electronic device can also represent various forms of mobile devices, such as personal digital processing, smart phones, wearable devices (such as helmets, glasses, watches, etc.) and other similar computing devices. The components shown herein, their connections and relationships, and their functions are merely examples and are not intended to limit the implementation of the present invention described and / or required herein.

[0099] like Figure 4 As shown, the electronic device 12 is in the form of a general purpose computing device. The components of the electronic device 12 may include, but are not limited to: one or more processors or processing units 16, a system memory 28, and a bus 18 that connects various system components (including the system memory 28 and the processing unit 16).

[0100] Bus 18 represents one or more of several types of bus structures, including a memory bus or memory controller, a peripheral bus, an accelerated graphics port, a processor or a local bus using any of a variety of bus architectures. By way of example, these architectures include, but are not limited to, an Industry Standard Architecture (ISA) bus, a Micro Channel Architecture (MAC) bus, an Enhanced ISA bus, a Video Electronics Standards Association (VESA) local bus, and a Peripheral Component Interconnect (PCI) bus.

[0101] The electronic device 12 typically includes a variety of computer system readable media. These media can be any available media that can be accessed by the electronic device 12, including volatile and non-volatile media, removable and non-removable media.

[0102] The system memory 28 may 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 may further include other removable / non-removable, volatile / non-volatile computer system storage media. By way of example only, the storage system 34 may be used to read and write non-removable, non-volatile magnetic media ( Figure 4 not shown, usually called a "hard drive"). Although Figure 4 Not shown in the figure, a disk drive for reading and writing to a removable non-volatile disk (e.g., a "floppy disk"), and an optical disk drive for reading and writing to a removable non-volatile optical disk (e.g., a CD-ROM, a DVD-ROM, or other optical media) may be provided. In these cases, each drive may be connected to the bus 18 via one or more data medium interfaces. The system memory 28 may include at least one program product having a set (e.g., at least one) of program modules that are configured to perform the functions of the various embodiments of the present invention.

[0103] A program / utility 40 having a set (at least one) of program modules 42 may be stored, for example, in system memory 28, such program modules 42 including, but not limited to, an operating system, one or more application programs, other program modules, and program data, each of which or some combination may include an implementation of a network environment. Program modules 42 generally perform the functions and / or methods of the embodiments described herein.

[0104] The electronic device 12 may also communicate with one or more external devices 14 (e.g., keyboards, pointing devices, displays 24, etc.), may communicate with one or more devices that enable a user to interact with the electronic device 12, and / or may communicate with any device that enables the electronic device 12 to communicate with one or more other computing devices (e.g., network cards, modems, etc.). Such communication may be performed via an input / output (I / O) interface 22. Furthermore, the electronic device 12 may also communicate with one or more networks (e.g., local area networks (LANs), wide area networks (WANs), and / or public networks, such as the Internet) via a network adapter 20. As shown, the network adapter 20 communicates with other modules of the electronic device 12 via a bus 18. It should be understood that, although not shown in the figure, other hardware and / or software modules may be used in conjunction with the electronic device 12, including but not limited to: microcode, device drivers, redundant processing units, external disk drive arrays, RAID systems, tape drives, and data backup storage systems.

[0105] The processing unit 16 executes various functional applications and data processing by running the program stored in the system memory 28, for example, implementing a method for detecting an electric device provided in an embodiment of the present invention, the method comprising:

[0106] Obtaining device parameter information and device images corresponding to the target power device to be detected;

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

[0108] Determine a 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;

[0109] Determine the instantiation configuration test template corresponding to the target power equipment based on the equipment parameter information and the configuration information template library;

[0110] Based on the device status information, the standard status database, the loop panorama and the instantiated configuration test template, the target power device is tested for status and function to obtain a target power device test result.

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

[0112] This embodiment provides a computer-readable storage medium, on which a computer program is stored. When the program is executed by a processor, the steps of the power equipment detection method provided in any embodiment of the present invention are implemented. The method includes:

[0113] Obtaining device parameter information and device images corresponding to the target power device to be detected;

[0114] Determining device status information of the target power device based on a device status detection model and a device image corresponding to the target power device;

[0115] Determine a 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;

[0116] Determine the instantiation configuration test template corresponding to the target power equipment based on the equipment parameter information and the configuration information template library;

[0117] Based on the device status information, the standard status database, the loop panorama and the instantiated configuration test template, the target power device is tested for status and function to obtain a target power device test result.

[0118] The computer storage medium of the embodiment of the present invention 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 can be, for example, but not limited to: an electrical, magnetic, optical, electromagnetic, infrared, or semiconductor system, device or device, or any combination of the above. More specific examples (non-exhaustive list) of computer-readable storage media include: an electrical connection with one or more wires, a portable computer disk, 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 of the above. In this document, a computer-readable storage medium can be any tangible medium containing or storing a program, which can be used by an instruction execution system, device or device or used in combination with it.

[0119] Computer-readable signal media may include data signals propagated in baseband or as part of a carrier wave, which carry computer-readable program code. Such propagated data signals may take a variety of forms, including but not limited to electromagnetic signals, optical signals, or any suitable combination of the above. Computer-readable signal media may also be any computer-readable medium other than a computer-readable storage medium, which may send, propagate, or transmit a program for use by or in conjunction with an instruction execution system, apparatus, or device.

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

[0121] Computer program code for performing the operations of the present invention may be written in one or more programming languages ​​or a combination thereof, including object-oriented programming languages ​​such as Java, Smalltalk, C++, and conventional procedural programming languages ​​such as "C" or similar programming languages. The program code may be executed entirely on the user's computer, partially on the user's computer, as a separate software package, partially on the user's computer and partially on a remote computer, or entirely on a remote computer or server. In the case of a remote computer, the remote computer may 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 may be connected to an external computer (e.g., via the Internet using an Internet service provider).

[0122] It should be understood by those skilled in the art that the modules or steps of the present invention described above can be implemented by a general-purpose computing device, they can be concentrated on a single computing device, or distributed on a network composed of multiple computing devices, optionally, they can be implemented by a program code executable by a computer device, so that they can be stored in a storage device and executed by the computing device, or they can be made into individual integrated circuit modules, or multiple modules or steps therein can be made into a single integrated circuit module for implementation. Thus, the present invention is not limited to any specific combination of hardware and software.

[0123] Note that the above are only preferred embodiments of the present invention and the technical principles used. Those skilled in the art will understand that the present invention is not limited to the specific embodiments described herein, and that various obvious changes, readjustments and substitutions can be made by those skilled in the art without departing from the scope of protection of the present invention. Therefore, although the present invention has been described in more detail through the above embodiments, the present invention is not limited to the above embodiments, and may include more other equivalent embodiments without departing from the concept of the present invention, and the scope of the present invention is determined by the scope of the appended claims.

Claims

1. A method for detecting electric power equipment, characterized in that: include: Obtaining device parameter information and device images corresponding to the target power device to be detected; Determining device status information of the target power device based on a device status detection model and a device image corresponding to the target power device; Determine a 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; Determine the instantiation configuration test template corresponding to the target power equipment based on the equipment parameter information and the configuration information template library; Based on the device status information, the standard status database, the loop panorama and the instantiated configuration test template, the target power device is tested for status and function to obtain a target power device test result.

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

3. The method according to claim 1, characterized in that The determining of 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 a preset drawing database, determining the drawing information and virtual and real circuit wiring information corresponding to the target power equipment; The drawing information, the equipment status information and the virtual and real circuit wiring information are integrated based on a visualization algorithm model to generate a circuit panoramic view corresponding to the target power equipment.

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

5. The method according to claim 1, characterized in that: The detecting of the target power device to be detected based on the device status information, the standard status database, the loop panorama and the instantiated configuration test template to obtain the target power device detection result includes: Comparing the device status information corresponding to the target power device with the standard device status information corresponding to the target power device in the standard status database to determine the device status detection result corresponding to the target power device; Based on the loop panorama and the instantiated configuration test template, perform a function test on the target power device to determine a device function test result corresponding to the target power device; Based on the device status detection result and the device function detection result, a target power device detection result is determined.

6. The method according to claim 5, characterized in that The performing function detection on the target power equipment based on the loop panorama and the instantiated configuration test template to determine the device function detection result corresponding to the target power equipment includes: Matching the instantiated configuration test template based on the loop panorama, and initializing the instantiated configuration test template after successful matching to obtain a preprocessed instantiated configuration test template; Based on the detection items in the preprocessed instantiated configuration test template, perform functional response detection on the target power equipment 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 device function detection result corresponding to the target power device.

7. The method according to claim 1, characterized in that After obtaining the test results of the target power equipment, it also includes: Based on the fault prediction model and the detection result of the target power equipment, fault prediction is performed on the target power equipment, at least one equipment debugging plan is determined, and the equipment debugging plan is visualized.

8. An electric power equipment detection device, characterized in that: include: The device image acquisition module is used to acquire device parameter information and device image corresponding to the target power device to be detected; A device status acquisition module, used to determine device status information of the target power device based on a device status detection model and a device image corresponding to the target power device; A panoramic view determination module, used to determine a loop 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; A test template determination module, used to determine the instantiation configuration test template corresponding to the target power device based on the device parameter information and the configuration information template library; The detection result determination module is used to perform status and function detection on the target power equipment based on the equipment status information, the standard status database, the loop panorama and the instantiated configuration test template to obtain the target power equipment detection result.

9. An electronic device, characterized in that: The electronic device comprises: at least one processor; and a memory communicatively connected to the at least one processor; wherein, The memory stores a computer program executable by the at least one processor, and the computer program is executed by the at least one processor so that the at least one processor can execute the electric power equipment detection method according to any one of claims 1 to 7.

10. A computer-readable storage medium, characterized in that: The computer-readable storage medium stores computer instructions, and the computer instructions are used to enable a processor to implement the power equipment detection method according to any one of claims 1 to 7 when executed.

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