Fault reminding method, device and equipment for new energy station, medium and program

Abstract

The invention relates to the technical field of holographic projection, in particular to a fault reminding method, device, equipment, medium and program for a new energy station, and the method comprises the steps: obtaining image data and operation data of power generation equipment in the new energy station; positioning a fault position of the new energy station according to the operation data; and generating a holographic projection of the fault position according to the image data, and performing fault reminding by using the holographic projection of the fault position. Therefore, the problems that the fault of the power generation equipment in the new energy station is difficult to quickly locate, the fault position cannot be visually determined, and the processing efficiency is influenced in the related technology are solved.

Description

Technical Field

[0001] The present application relates to the field of holographic projection technology, and in particular to a fault reminder method, device, equipment, medium and program for a new energy station. Background Art

[0002] With the continuous development of science and technology and the rapid consumption of energy, new energy has become an important part of modern economic development and energy structure optimization. In the process of using new energy, the research on the operation monitoring and analysis methods of new energy stations is also extremely important.

[0003] Due to the harsh environment of new energy stations, coupled with long-term operation of equipment and improper maintenance by personnel, equipment failures occur frequently.

[0004] In related technologies, sensor technology is used to monitor the operating status and parameters of various equipment in real time. Once a fault occurs, an alarm can be automatically sounded. The alarm is mostly in the form of acoustic or optical reminders, but it is impossible to locate quickly and accurately, affecting processing efficiency. Summary of the invention

[0005] The present application provides a fault reminder method, device, equipment, medium and program for a new energy station to solve the problems in the related art that it is difficult to quickly locate the fault of the power generation equipment in the new energy station, the fault location cannot be intuitively determined, and the processing efficiency is affected.

[0006] The first aspect of the present application provides a fault warning method for a new energy station, comprising the following steps: acquiring image data and operation data of power generation equipment in the new energy station; locating the fault position of the new energy station according to the operation data; generating a holographic projection of the fault position according to the image data, and using the holographic projection of the fault position for fault warning.

[0007] Optionally, generating a holographic projection of the fault location based on the image data includes: filtering data corresponding to the fault location from the image data; and generating a holographic projection of the fault location based on the data corresponding to the fault location.

[0008] Optionally, generating a holographic projection of the fault location according to the data corresponding to the fault location includes: identifying data corresponding to a fault direction in the data corresponding to the fault location; and generating a holographic projection of the fault location according to the data corresponding to the fault direction.

[0009] Optionally, using the holographic projection of the fault location for fault reminder includes: identifying the fault type and fault time of the fault location; and superimposing the corresponding fault type and fault time in the holographic projection of the fault location.

[0010] Optionally, locating the fault position of the new energy station according to the operating data includes: identifying target status data and real-time status data corresponding to the operating status of the wind turbine in the operating data; if the target status data does not match the real-time status data, identifying the power generation equipment corresponding to the inconsistent data, and locating the fault position of the new energy station according to the identification of the power generation equipment.

[0011] Optionally, determining the fault location of the new energy station according to the identifier of the power generation equipment includes: querying a global view of the new energy station using the identifier of the power generation equipment as an index to determine the fault location of the new energy station.

[0012] The second aspect of the present application provides a fault reminder device for a new energy station, including: an acquisition module for acquiring image data and operation data of power generation equipment in the new energy station; a positioning module for locating the fault position of the new energy station according to the operation data; a generation module for generating a holographic projection of the fault position according to the image data, and using the holographic projection of the fault position for fault reminder.

[0013] The third aspect of the present application provides an electronic device, comprising: a memory, a processor, and a computer program stored in the memory and executable on the processor, wherein the processor executes the program to execute the fault reminder method for the new energy station as described in the above embodiment.

[0014] The fourth aspect of the present application provides a computer-readable storage medium having a computer program stored thereon, which is executed by a processor to execute the fault reminder method for the new energy station as described in the above embodiment.

[0015] The fifth aspect of the present application provides a computer program product, including a computer program or instructions, characterized in that when the computer program or instructions are executed, the fault reminder method of the new energy station as described in the above embodiment is implemented.

[0016] Therefore, this application has at least the following beneficial effects:

[0017] The embodiments of the present application can obtain image data and operation data of power generation equipment in a new energy station, and locate the fault position of the new energy station according to the difference between real-time data and target data in the operation data; generate a holographic projection of the fault position according to the image data, and use the holographic projection of the fault position to provide fault reminders, thereby generating a three-dimensional real-life status of the power generation equipment, which can intuitively see the actual condition of the equipment, highlight abnormal conditions, make the fault point more obvious, and facilitate rapid positioning and processing.

[0018] Additional aspects and advantages of the present application will be given in part in the description below, and in part will become apparent from the description below, or will be learned through the practice of the present application. BRIEF DESCRIPTION OF THE DRAWINGS

[0019] The above and / or additional aspects and advantages of the present application will become apparent and easily understood from the following description of the embodiments in conjunction with the accompanying drawings, in which:

[0020] Figure 1 A flowchart of a fault reminder method for a new energy station provided according to an embodiment of the present application;

[0021] Figure 2 This is a block diagram of a fault reminder device for a new energy station provided according to an embodiment of the present application;

[0022] Figure 3 It is a schematic diagram of the structure of an electronic device provided according to an embodiment of the present application. DETAILED DESCRIPTION

[0023] Embodiments of the present application are described in detail below, and examples of the embodiments are shown in the accompanying drawings, wherein the same or similar reference numerals throughout represent the same or similar elements or elements having the same or similar functions. The embodiments described below with reference to the accompanying drawings are exemplary and are intended to be used to explain the present application, and should not be construed as limiting the present application.

[0024] The following describes the fault reminder method, device, electronic device, storage medium and program of the new energy station of the embodiment of the present application with reference to the accompanying drawings. In view of the problem that it is difficult to quickly locate the fault of the power generation equipment in the new energy station mentioned in the related technology mentioned in the background technology center, and the fault location cannot be determined intuitively, which affects the processing efficiency, the present application provides a fault reminder method for a new energy station, in which the image data and operation data of the power generation equipment in the new energy station are obtained, and the fault location of the new energy station is located according to the difference between the real-time data and the target data in the operation data; a holographic projection of the fault location is generated according to the image data, and a fault reminder is performed using the holographic projection of the fault location, thereby generating a three-dimensional real-life state of the power generation equipment, which can intuitively see the actual condition of the equipment, highlight the abnormal state, make the fault point more obvious, and facilitate rapid positioning and processing. As a result, the problems of the difficulty in quickly locating the fault of the power generation equipment in the new energy station in the related technology, the inability to intuitively determine the fault location, and the impact on the processing efficiency are solved.

[0025] Specifically, Figure 1 A flowchart of a fault reminder method for a new energy station provided in an embodiment of the present application.

[0026] like Figure 1 As shown, the fault reminder method of the new energy station includes the following steps:

[0027] In step S101, image data and operation data of power generation equipment in a new energy station are obtained.

[0028] It is understandable that the embodiments of the present application can obtain image data and operation data of power generation equipment in a new energy station, so as to facilitate the subsequent positioning of the fault position of the new energy station based on the operation data.

[0029] It should be noted that the present application installs multiple high-definition cameras and sensors at different angles and directions at multiple locations of the new energy station. The high-definition cameras ensure that a complete view of the power generation equipment can be captured from different angles, and various sensors can monitor the operating data of the power generation equipment, such as: operating temperature, vibration, wind speed, current, voltage and power output of the fan, etc.

[0030] In step S102, the fault location of the new energy station is located according to the operation data.

[0031] It can be understood that the embodiments of the present application can locate the fault location of the new energy station based on the operating data, so as to subsequently generate a holographic projection of the fault location based on the image data.

[0032] In an embodiment of the present application, the fault position of the new energy station is located according to the operating data, including: identifying the target status data and real-time status data corresponding to the operating status of the wind turbine in the operating data; if the target status data does not match the real-time status data, then identifying the power generation equipment corresponding to the inconsistent data, and locating the fault position of the new energy station according to the identification of the power generation equipment.

[0033] It can be understood that the embodiments of the present application can identify the target status data and real-time status data corresponding to the operating status of the wind turbine in the operating data; if the target status data does not match the real-time status data, the power generation equipment corresponding to the inconsistent data is identified, and the fault location of the new energy station identified by the power generation equipment can be accurately determined in real time to improve processing efficiency.

[0034] Specifically, the target status data is compared with the real-time status data: (1) Setting the benchmark value: Set the normal working range or benchmark value for each monitoring parameter (for example, the expected speed of the fan at a specific wind speed). (2) Real-time data comparison: Compare the real-time collected data with the benchmark value to identify inconsistent data points. (3) Threshold setting: Set a reasonable threshold value. When the actual data exceeds the threshold, anomaly detection is triggered.

[0035] Among them, the anomaly detection algorithm: (1) Statistical method: Use statistical methods (such as mean, standard deviation) to detect whether the data deviates from the normal range. (2) Machine learning: Use machine learning algorithms (such as support vector machines, random forests, neural networks) to train historical data, establish anomaly detection models, and automatically identify abnormal situations.

[0036] Equipment identification and indexing: Since each power generation equipment has a unique identifier (such as serial number, location number), the global view of the new energy site can be queried through the equipment identification to determine the specific location of the equipment.

[0037] In an embodiment of the present application, determining the fault location of the new energy station according to the identification of the power generation equipment includes: using the identification of the power generation equipment as an index to query the global view of the new energy station to determine the fault location of the new energy station.

[0038] It is understandable that the embodiment of the present application can use the identification of the power generation equipment as an index to query the global view of the new energy station to determine the fault location of the new energy station, thereby improving processing efficiency.

[0039] Specifically, since each power generation equipment has a unique identifier (such as serial number, location number), the global view of the new energy site is queried through the equipment identification to determine the specific location of the equipment.

[0040] In step S103, a holographic projection of the fault location is generated according to the image data, and the holographic projection of the fault location is used to provide a fault reminder.

[0041] It can be understood that the embodiments of the present application can generate a holographic projection of the fault location based on the image data, and use the holographic projection of the fault location to provide fault reminders, thereby generating a three-dimensional real-life status of the power generation equipment, which can intuitively see the actual condition of the equipment, highlight abnormal conditions, make the fault point more obvious, and facilitate rapid positioning and processing.

[0042] Specifically, fault reminders can include the following: Visual alarm: highlight the fault location in the holographic projection and use color changes or animation effects to highlight it; Auditory alarm: play a preset alarm sound to attract the operator's attention; Text alarm: superimpose a text prompt containing the fault type, timestamp and recommended operation in the holographic projection; Dynamic indication: use dynamic arrows or other indicators to point to the fault location. Voice alarm: provide detailed instructions about abnormal conditions through the voice broadcast system.

[0043] In an embodiment of the present application, generating a holographic projection of a fault location based on image data includes: filtering data corresponding to the fault location from the image data; and generating a holographic projection of the fault location based on the data corresponding to the fault location.

[0044] It can be understood that the embodiments of the present application can filter the data corresponding to the fault location from the image data; generate a holographic projection of the fault location based on the data corresponding to the fault location, highlight the abnormal state, make the fault point more obvious, and facilitate rapid positioning and processing.

[0045] Specifically, holographic projection can create realistic three-dimensional visual effects by recording and reproducing the amplitude and phase information of light waves, integrating the static information (appearance and location layout of equipment) and dynamic information (wind turbine blade rotation speed, solar panel angle adjustment) of new energy stations, using computer vision algorithms to extract key feature points from video images, and extract equipment status information, such as equipment location, posture, etc.; based on the principle of multi-view geometry, extract key feature points from images taken from multiple angles to generate point cloud data, use structured light technology (such as laser scanning, infrared scanning) to obtain depth information, further enrich point cloud data, denoise, filter and smooth the generated point cloud data to generate a smooth three-dimensional surface model, map the color information in the video image to the three-dimensional surface model to make the model realistic, and use Fresnel transform to convert the three-dimensional model into a hologram. Fresnel transform can simulate the propagation process of light waves and generate a hologram containing amplitude and phase information.

[0046] In an embodiment of the present application, a holographic projection of the fault location is generated according to data corresponding to the fault location, including: identifying data corresponding to the fault direction in the data corresponding to the fault location; and generating a holographic projection of the fault location according to the data corresponding to the fault direction.

[0047] It can be understood that the embodiment of the present application can identify the data corresponding to the fault direction in the data corresponding to the fault position; generate a holographic projection of the fault position according to the data corresponding to the fault direction, so as to more accurately display the fault position and locate it more accurately.

[0048] In an embodiment of the present application, a fault reminder is provided by utilizing a holographic projection of the fault location, including: identifying the fault type and fault time of the fault location; and superimposing the corresponding fault type and fault time in the holographic projection of the fault location.

[0049] It can be understood that the embodiments of the present application can identify the fault type and fault time of the fault location; superimpose the corresponding fault type and fault time in the holographic projection of the fault location, thereby improving processing efficiency.

[0050] Specifically, fault classification: Identify the fault type (such as mechanical fault, electrical fault, fault caused by environmental factors, etc.) based on the characteristics of abnormal data. Fault time stamp: Record the time when the fault occurred to facilitate subsequent analysis and maintenance.

[0051] According to the fault reminder method of the new energy station proposed in the embodiment of the present application, the image data and operation data of the power generation equipment in the new energy station are obtained, and the fault position of the new energy station is located according to the difference between the real-time data and the target data in the operation data; a holographic projection of the fault position is generated according to the image data, and a fault reminder is performed using the holographic projection of the fault position, thereby generating a three-dimensional real-life status of the power generation equipment, which can intuitively see the actual condition of the equipment, highlight the abnormal status, make the fault point more obvious, and facilitate rapid positioning and processing.

[0052] Next, the fault reminder device for the new energy station proposed in accordance with the embodiment of the present application will be described with reference to the accompanying drawings.

[0053] Figure 2 It is a block diagram of a fault reminder device for a new energy station according to an embodiment of the present application.

[0054] like Figure 2 As shown, the fault reminder device 10 of the new energy station includes: an acquisition module 100, a positioning module 200 and a generation module 300.

[0055] Among them, the acquisition module 100 is used to obtain the image data and operation data of the power generation equipment in the new energy station; the positioning module 200 is used to locate the fault position of the new energy station according to the operation data; the generation module 300 is used to generate a holographic projection of the fault position according to the image data, and use the holographic projection of the fault position for fault reminder.

[0056] It should be noted that the aforementioned explanation of the embodiment of the fault reminder method for the new energy station is also applicable to the fault reminder device for the new energy station of this embodiment, and will not be repeated here.

[0057] According to the fault reminder device of the new energy station proposed in the embodiment of the present application, the image data and operation data of the power generation equipment in the new energy station are obtained, and the fault position of the new energy station is located according to the difference between the real-time data and the target data in the operation data; a holographic projection of the fault position is generated according to the image data, and a fault reminder is performed using the holographic projection of the fault position, thereby generating a three-dimensional real-life status of the power generation equipment, which can intuitively see the actual condition of the equipment, highlight the abnormal status, make the fault point more obvious, and facilitate rapid positioning and processing.

[0058] Figure 3 A schematic diagram of the structure of an electronic device provided in an embodiment of the present application. The electronic device may include:

[0059] A memory 301 , a processor 302 , and a computer program stored in the memory 301 and executable on the processor 302 .

[0060] When the processor 302 executes the program, the fault reminder method for the new energy station provided in the above embodiment is implemented.

[0061] Furthermore, the electronic device further comprises:

[0062] The communication interface 303 is used for communication between the memory 301 and the processor 302 .

[0063] The memory 301 is used to store computer programs that can be run on the processor 302 .

[0064] The memory 301 may include a high-speed RAM memory, and may also include a non-volatile memory (non-volatile memory), such as at least one disk memory.

[0065] If the memory 301, the processor 302 and the communication interface 303 are implemented independently, the communication interface 303, the memory 301 and the processor 302 can be connected to each other through a bus and communicate with each other. The bus can be an Industry Standard Architecture (ISA) bus, a Peripheral Component Interconnect (PCI) bus or an Extended Industry Standard Architecture (EISA) bus. The bus can be divided into an address bus, a data bus, a control bus, etc. For ease of representation, Figure 3 Only one thick line is used in the diagram, but this does not mean that there is only one bus or only one type of bus.

[0066] Optionally, in a specific implementation, if the memory 301, the processor 302 and the communication interface 303 are integrated on a chip, the memory 301, the processor 302 and the communication interface 303 can communicate with each other through an internal interface.

[0067] The processor 302 may be a central processing unit (CPU), or an application specific integrated circuit (ASIC), or one or more integrated circuits configured to implement the embodiments of the present application.

[0068] An embodiment of the present application also provides a computer-readable storage medium having a computer program or instruction stored thereon. When the computer program or instruction is executed by a processor, the fault reminder method for the new energy station as described above is implemented.

[0069] An embodiment of the present application also provides a computer program product, including a computer program or instructions, characterized in that when the computer program or instructions are executed, the fault reminder method of the new energy station as described above is implemented.

[0070] In the description of this specification, the description with reference to the terms "one embodiment", "some embodiments", "example", "specific example", or "some examples" etc. means that the specific features, structures, materials or characteristics described in conjunction with the embodiment or example are included in at least one embodiment or example of the present application. In this specification, the schematic representations of the above terms do not necessarily refer to the same embodiment or example. Moreover, the specific features, structures, materials or characteristics described may be combined in any one or N embodiments or examples in a suitable manner. In addition, those skilled in the art may combine and combine the different embodiments or examples described in this specification and the features of the different embodiments or examples, without contradiction.

[0071] In addition, the terms "first" and "second" are used for descriptive purposes only and should not be understood as indicating or implying relative importance or implicitly indicating the number of technical features indicated. Therefore, a feature defined as "first" or "second" may explicitly or implicitly include at least one of the features. In the description of this application, "N" means at least two, such as two, three, etc., unless otherwise clearly and specifically defined.

[0072] Any process or method description in a flowchart or otherwise described herein may be understood to represent a module, fragment or portion of code comprising one or N executable instructions for implementing the steps of a custom logical function or process, and the scope of the preferred embodiments of the present application includes alternative implementations in which functions may not be performed in the order shown or discussed, including performing functions in a substantially simultaneous manner or in reverse order depending on the functions involved, which should be understood by technicians in the technical field to which the embodiments of the present application belong.

[0073] It should be understood that the various parts of the present application can be implemented by hardware, software, firmware or a combination thereof. In the above embodiment, the N steps or methods can be implemented by software or firmware stored in a memory and executed by a suitable instruction execution system. For example, if implemented by hardware, as in another embodiment, it can be implemented by any one or a combination of multiple of the following technologies known in the art: a discrete logic circuit having a logic gate circuit for implementing a logic function for a data signal, a dedicated integrated circuit having a suitable combination of logic gate circuits, a programmable gate array (PGA), a field programmable gate array (FPGA), etc.

[0074] A person skilled in the art may understand that all or part of the steps in the method for implementing the above-mentioned embodiment may be completed by instructing related hardware through a program, and the program may be stored in a computer-readable storage medium, which, when executed, includes one or a combination of the steps of the method embodiment.

Claims

1. A fault reminder method for a new energy station, characterized in that: The following steps are involved: Obtain image data and operation data of power generation equipment in new energy stations; Locating a fault position of the new energy station according to the operation data; A holographic projection of the fault location is generated according to the image data, and a fault reminder is provided using the holographic projection of the fault location.

2. The fault reminder method of the new energy station according to claim 1 is characterized in that: The step of generating a holographic projection of the fault location according to the image data comprises: Filtering data corresponding to the fault location from the image data; A holographic projection of the fault location is generated according to the data corresponding to the fault location.

3. The fault reminder method of the new energy station according to claim 2 is characterized in that: The step of generating a holographic projection of the fault location according to the data corresponding to the fault location comprises: Identify data corresponding to a fault direction in the data corresponding to the fault position; A holographic projection of the fault position is generated according to the data corresponding to the fault direction.

4. The fault reminder method of the new energy station according to claim 1 is characterized in that: Providing a fault reminder by using the holographic projection of the fault location includes: Identify the fault type and fault time of the fault location; The corresponding fault type and fault time are superimposed in the holographic projection of the fault location.

5. The fault reminder method of the new energy station according to claim 1, characterized in that: The locating the fault position of the new energy station according to the operation data includes: Identify target state data and real-time state data corresponding to the wind turbine operation state in the operation data; If the target status data does not match the real-time status data, the power generation equipment corresponding to the inconsistent data is identified, and the fault location of the new energy station is identified according to the power generation equipment.

6. The fault reminder method of the new energy station according to claim 1, characterized in that: The identifying the fault location of the new energy station according to the power generation equipment includes: The global view of the new energy station is queried using the identifier of the power generation equipment as an index to determine the fault location of the new energy station.

7. A fault reminder device for a new energy station, characterized in that: include: An acquisition module is used to acquire image data and operation data of power generation equipment in a new energy station; A positioning module, used to locate the fault position of the new energy station according to the operation data; A generation module is used to generate a holographic projection of the fault location according to the image data, and use the holographic projection of the fault location to provide a fault reminder.

8. An electronic device, characterized in that: include: A memory, a processor, and a computer program stored in the memory and executable on the processor, wherein the processor executes the program to implement the fault reminder method for the new energy station as described in any one of claims 1 to 6.

9. A computer-readable storage medium having a computer program or instruction stored thereon, characterized in that: When the computer program or instruction is executed by a processor, it is used to implement the fault reminder method for the new energy station as described in any one of claims 1-6.

10. A computer program product comprising a computer program or instructions, characterized in that When the computer program or instruction is executed, the fault reminder method for the new energy station as described in any one of claims 1 to 6 is implemented.

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