A remote service system and method for wind turbine spare parts based on AR
By applying AR technology in wind turbines, abnormal working information is detected and real-time scanning model data is generated, and the positioning range is narrowed by user input, the problem of low maintenance efficiency of traditional wind turbines is solved, and fast and accurate fault positioning and processing is achieved.
Patent Information
- Application Number
- CN202210619101.1
- Authority / Receiving Office
- CN · China
- Patent Type
- Patents(China)
- Current Assignee / Owner
- Filing Date
- 2022-06-02
- Publication Date
- 2024-12-10
- Estimated Expiration
- 2042-06-02
AI Technical Summary
During the maintenance of spare parts of traditional wind turbines, AR-based maintenance has poor human-computer interaction, resulting in low efficiency and difficulty in quickly positioning and handling faults.
By detecting abnormal working information in the fan tower, using AR technology to generate real-time scanning model data, locate fault locations, and modify input and operation prompt information through user scanning, narrow and refine the positioning range, enhance scanning display, and superimpose spare parts images Information, realize the interactive comparison between virtual and reality, and quickly find fault points.
It improves the efficiency of spare parts maintenance of wind turbine units, facilitates users to intuitively judge the fault, provides reference for other similar faults, and quickly hits the real fault point.
Smart Images

Figure CN114841386B_ABST
Abstract
Description
Technical Field
[0001] The present invention belongs to the field of computers, and in particular relates to an AR-based remote service system and method for using spare parts of a wind turbine generator set. Background Art
[0002] As one of the main forces of new energy in my country, wind power generation has developed at a speed far beyond imagination. The wind power industry has always been one of the fastest growing industries in the world, with a growth rate maintained at 30% for a long time. It is expected that the scale of wind power installed capacity will continue to expand in the future, and the size of the wind power aftermarket related to operation and maintenance services will also increase accordingly.
[0003] With the development of the wind power industry, the types of equipment in wind power stations are becoming more and more complex, the space occupied is getting larger and larger, and the requirements for personnel safety are getting higher and higher. When there is a fault in the use of traditional wind farm spare parts, they are often manually shut down and disassembled for maintenance. AR (Augmented-Reality, AR for short, also known as augmented reality or mixed reality, is a new technology developed on the basis of computer virtual reality) is also used in some technologies. However, the inventors have noticed that this type of AR-based maintenance has poor human-computer interaction and its efficiency is still relatively low when faced with many locations to be repaired. Summary of the invention
[0004] The purpose of the embodiments of the present invention is to provide an AR-based remote service system and method for wind turbine spare parts use, aiming to solve the problems raised in the above background technology.
[0005] The embodiment of the present invention is implemented as follows: on the one hand, a remote service method for wind turbine spare parts based on AR, the method comprising the following steps:
[0006] After detecting that abnormal maximum working information exists in one of the wind turbine towers, locating a first position where the abnormal maximum working information is located;
[0007] Scan the first position where the abnormal maximum value work information is located, generate real-time scanning model data, and display the real-time scanning model data on the AR device where the first user is located;
[0008] receiving a scan modification input of a first position by a first user, and locating a second position where the abnormal maximum value work information is located, wherein an area where the second position is located is smaller than an area where the first position is located;
[0009] The area where the second position is located is enhanced scanned and displayed, and the corresponding spare parts image information is superimposed and displayed.
[0010] As a further solution of the present invention, after detecting that abnormal maximum working information exists in one of the wind turbine towers, locating the first position where the abnormal maximum working information is located specifically includes:
[0011] Detecting abnormal operation information in all wind turbine towers, wherein the abnormal operation information includes at least temperature information and noise information;
[0012] When it is determined according to the abnormal operation information that at least one of the abnormal operation information is not within the normal operation information threshold range, it is determined that the wind tower is operating abnormally;
[0013] Locate the wind turbine tower where the abnormal maximum value working information in the abnormal working information is located, and locate the first position where the abnormal maximum value working information is located in the wind turbine tower.
[0014] As a further solution of the present invention, the normal working information threshold range is a working information range consisting of the maximum values of the historical working information range and the calibrated working information range.
[0015] As a further solution of the present invention, scanning the first position where the abnormal maximum value work information is located, generating real-time scanning model data, and displaying the real-time scanning model data on the AR device where the first user is located specifically includes:
[0016] After detecting that the first user is wearing the corresponding AR device, a real-time scan is performed on the location where the abnormal maximum value work information is located;
[0017] The real-time scanning model data generated by the real-time scanning is displayed in real time on the AR device where the first user is located.
[0018] As a further solution of the present invention, the receiving of the scan modification input of the first user on the first position, locating the second position where the abnormal maximum value work information is located, wherein the area where the second position is located is smaller than the area where the first position is located specifically includes:
[0019] Sending operation prompt information, where the operation prompt information is used to indicate a uniform rotation and movement action of the scan model at the first position based on the scan operation input of the first user;
[0020] Detecting changes in first abnormal operation information during uniform rotation and movement of the scanning model, wherein the first abnormal operation information is obtained through determination;
[0021] If and only if the rate of change of the first abnormal working information with time first increases and then decreases or first decreases and then increases, locate the time node where the first abnormal working information suddenly changes, and trace the source and locate the second position based on the time node.
[0022] As a further solution of the present invention, the scanning operation input by the first user includes the first user operating by gazing with eyes or pointing with gestures.
[0023] As a further solution of the present invention, the step of obtaining the first abnormal operation information through determination includes:
[0024] The largest ratio among the ratios of abnormal working information exceeding the threshold range of normal working information is obtained;
[0025] The maximum value is determined as the first abnormal operation information, and the value other than the maximum value in the abnormal operation information is determined as the second abnormal operation information value.
[0026] As a further solution of the present invention, the step of performing enhanced scanning and displaying of the area where the second position is located, and superimposing and displaying the corresponding spare part image information specifically includes:
[0027] When the second abnormal operation information is temperature information, a sub-region where the highest temperature is located in the region where the second position is located is detected, the sub-region is enlarged and displayed in the scanning model, and components in the sub-region are captured;
[0028] When the second abnormal operation information is noise information, the radiation source direction of the highest noise sound wave in the area where the second position is located is detected, the radiation source direction is projected into the positioning sub-area in the scanning model, and the components in the sub-area are captured;
[0029] The captured parts are identified, and the corresponding spare parts images in the spare parts material information library are retrieved according to the size and shape of the identified parts, and the spare parts images are superimposed on the scan model according to the preset positioning points.
[0030] As a further solution of the present invention, on the other hand, a remote service system for wind turbine spare parts based on AR is provided, the system comprising:
[0031] A detection module, configured to locate a first position where the abnormal maximum working information is located after detecting that abnormal maximum working information exists in one of the wind turbine towers;
[0032] A scanning and display module, used for scanning the first position where the abnormal maximum value work information is located, generating real-time scanning model data, and displaying the real-time scanning model data on the AR device where the first user is located;
[0033] A precise positioning module, configured to receive a scan modification input of a first position by a first user, and locate a second position where the abnormal maximum value work information is located, wherein an area where the second position is located is smaller than an area where the first position is located;
[0034] The enhanced display module is used to perform enhanced scanning and display on the area where the second position is located, and to overlay and display the corresponding spare part image information.
[0035] An embodiment of the present invention provides an AR-based remote service system and method for using spare parts of a wind turbine generator set. After detecting that abnormal maximum working information exists in one of the wind turbine towers, the first position where the abnormal maximum working information is located is located, and the first position where the abnormal maximum working information is located in the wind turbine tower is located, so as to facilitate and quickly find the location of the typical fault; the first position where the abnormal maximum working information is located is scanned to generate real-time scanning model data, and the real-time scanning model data is displayed on an AR device where a first user is located, and the first user's scan modification input for the first position is received, and the second position where the abnormal maximum working information is located is located, wherein the area where the second position is located is smaller than the area where the first position is located, and the second position where the abnormal sub-area is located is preliminarily located by using the abnormal working information, and then the first position is reduced and refined, and the area where the second position is located is enhanced scanned and displayed, and the corresponding spare parts image information is superimposed and displayed, and compared based on virtual and real interaction, so as to facilitate the first user to intuitively judge the typical location of the fault, find a reference basis for other similar faults, quickly hit the real fault point, and improve the maintenance efficiency. BRIEF DESCRIPTION OF THE DRAWINGS
[0036] Figure 1 It is a main flow chart of a remote service method for wind turbine spare parts based on AR.
[0037] Figure 2 It is a flow chart for locating the first position where the abnormal maximum working information is located after detecting that abnormal maximum working information exists in one of the wind turbine towers.
[0038] Figure 3 It is a flow chart for receiving a first user's scan modification input on a first position and locating a second position where abnormal maximum value work information is located.
[0039] Figure 4 It is a flow chart for performing enhanced scanning and display on the area where the second position is located, and superimposing and displaying the corresponding spare part image information.
[0040] Figure 5 It is a main structure diagram of a remote service system for wind turbine spare parts based on AR. DETAILED DESCRIPTION
[0041] In order to make the purpose, technical solution and advantages of the present invention more clearly understood, the present invention is further described in detail below in conjunction with the accompanying drawings and embodiments. It should be understood that the specific embodiments described herein are only used to explain the present invention and are not intended to limit the present invention.
[0042] The specific implementation of the present invention is described in detail below in conjunction with specific embodiments.
[0043] The present invention provides an AR-based remote service system and method for wind turbine spare parts, which solves the technical problems in the background technology.
[0044] like Figure 1 As shown, it is a main flow chart of a remote service method for using wind turbine spare parts based on AR provided by an embodiment of the present invention, and the remote service method for using wind turbine spare parts based on AR includes:
[0045] Step S10: after detecting that there is abnormal maximum value working information in one of the wind turbine towers, locating a first position where the abnormal maximum value working information is located;
[0046] Step S11: Scan the first position where the abnormal maximum value work information is located, generate real-time scanning model data, and display the real-time scanning model data on the AR device where the first user is located;
[0047] Step S12: receiving a scan modification input of the first position by the first user, and locating a second position where the abnormal maximum value work information is located, wherein the area where the second position is located is smaller than the area where the first position is located;
[0048] Step S13: Enhanced scanning and display of the area where the second position is located, and superimposed display of corresponding spare part image information.
[0049] AR technology uses computers to generate a realistic virtual environment with visual, auditory, force, touch and motion senses, and uses various sensor devices to "immerse" users in the environment, enabling direct and natural interaction between users and the environment. This technology uses computers to superimpose daily life environments and virtual objects into the same space, giving users an immersive feeling. It is more convenient to use than VR, easier to achieve the desired effect, and more easily accepted in daily life. Using AR technology, for example, attention is paid to the location of various components in the wind turbine, such as the location of the generator, variable pitch machine, main control system, etc. in the wind turbine tower.
[0050] When this embodiment is applied, after detecting that there is abnormal maximum working information in one of the wind turbine towers, the first position where the abnormal maximum working information is located is located, and the first position where the abnormal maximum working information is located in the wind turbine tower is located, so as to quickly find the location of the typical fault; the first position where the abnormal maximum working information is located is scanned to generate real-time scanning model data, and the real-time scanning model data is displayed on the AR device where the first user is located, and the first user's scan modification input for the first position is received, and the second position where the abnormal maximum working information is located is located, wherein the area where the second position is located is smaller than the area where the first position is located, and the second position where the abnormal sub-area is located is preliminarily located through the abnormal working information, and then the first position is reduced and refined, and the area where the second position is located is enhanced scanned and displayed, and the corresponding spare parts image information is superimposed and displayed, and compared based on virtual and real interaction, so as to facilitate the first user to intuitively judge the typical location of the fault, find a reference basis for other similar faults, quickly hit the real fault point, and improve the maintenance efficiency.
[0051] like Figure 2 As shown, as a preferred embodiment of the present invention, after detecting that abnormal maximum working information exists in one of the wind turbine towers, locating the first position where the abnormal maximum working information is located specifically includes:
[0052] Step S101: Detecting abnormal operation information in all wind turbine towers, wherein the abnormal operation information at least includes temperature information and noise information;
[0053] Step S102: when it is determined according to the abnormal operation information that at least one of the abnormal operation information is not within the normal operation information threshold range, it is determined that the wind tower is operating abnormally;
[0054] Step S103: locating the wind turbine tower where the abnormal maximum value working information in the abnormal working information is located, and locating the first position where the abnormal maximum value working information is located in the wind turbine tower.
[0055] When this embodiment is applied, temperature and noise anomalies are the main manifestations of abnormalities in the wind turbine tower. By locating the first position of the abnormal maximum working information in the wind turbine tower, the wind turbine tower where the abnormal maximum working information is located is used to facilitate rapid locating of typical faults.
[0056] As a preferred embodiment of the present invention, the normal working information threshold range is a working information range composed of the maximum values in the historical working information range and the calibrated working information range, that is, the minimum value is taken from the smallest of the two, and the maximum value is taken from the largest of the two.
[0057] As a preferred embodiment of the present invention, scanning the first position where the abnormal maximum value work information is located, generating real-time scanning model data, and displaying the real-time scanning model data on the AR device where the first user is located specifically includes:
[0058] Step S111: after detecting that the first user is wearing the corresponding AR device, performing real-time scanning on the location where the abnormal maximum value work information is located;
[0059] Step S112: Displaying the real-time scanning model data generated by the real-time scanning in real time on the AR device where the first user is located.
[0060] When this embodiment is applied, it is detected that the first user is wearing the corresponding AR device, and then the position where the abnormal maximum value working information is located is scanned in real time. That is to say, the display is interrupted when the AR device is taken off, which reflects the characteristics of intelligence.
[0061] like Figure 3 As shown, as a preferred embodiment of the present invention, the receiving of the scan modification input of the first position by the first user, locating the second position where the abnormal maximum value work information is located, wherein the area where the second position is located is smaller than the area where the first position is located specifically includes:
[0062] Step S121: issuing operation prompt information, wherein the operation prompt information is used to represent the uniform rotation and movement of the scan model at the first position based on the scan operation input of the first user; since the rotation and movement are uniform, it is convenient to subsequently locate the time node at which the first abnormal working information suddenly changes; even if the input is not uniform, uniform changes can be achieved through input filtering and linear function conversion;
[0063] Step S122: detecting changes in first abnormal operation information during the uniform rotation and movement of the scanning model, wherein the first abnormal operation information is obtained through determination;
[0064] Step S123: When and only when the rate of change of the first abnormal working information with time first increases and then decreases or first decreases and then increases, locate the time node where the first abnormal working information suddenly changes, and trace the source and locate the second position based on the time node; it can be understood that when the rate of change of temperature or noise with time first increases and then decreases or first decreases and then increases, it means that the second-order derivative of temperature or noise with respect to time is not 0, that is, the change of temperature or noise with respect to time is manifested as alternating concave and convex changes in the corresponding image, and the alternating concave and convex changes indicate that there may be an abnormal working point, because if the workpiece breaks or deforms, it will cause uneven force on the surface of the workpiece, resulting in abnormal temperature conduction, etc. For noise, its essence is also a manifestation of energy. When the workpiece fails, its propagation will also be abnormal, such as at the surface position close to the workpiece.
[0065] When this embodiment is applied, in AR technology, the user operates by gazing with eyes or pointing with gestures, so that the three-dimensional object can interactively change its shape and appearance in the user's panoramic field of view according to the current task or need. Specifically, it is reflected in the uniform rotation and movement of the scanning model at the first position, so as to locate the time node where the first abnormal working information suddenly occurs, and trace the source and locate the second position based on the time node.
[0066] As a preferred embodiment of the present invention, the scanning operation input by the first user includes the first user operating by gazing with eyes or pointing with gestures.
[0067] It should be understood that virtual reality fusion display can expand the display screen to the real environment, so that computer windows and icons are superimposed on real objects, and then the user can operate them by gazing with the eyes or pointing with gestures.
[0068] As a preferred embodiment of the present invention, the step of obtaining the first abnormal operation information through determination includes:
[0069] Step S1221: obtaining the maximum ratio of abnormal working information exceeding the threshold range of normal working information;
[0070] Step S1222: determining the maximum value as the first abnormal operation information, and determining the value other than the maximum value in the abnormal operation information as the second abnormal operation information value.
[0071] When this embodiment is applied, the first abnormal working information and the second working information are distinguished here. On the one hand, it is convenient for the subsequent step-by-step finding of the abnormal sub-area. On the other hand, because under normal circumstances, the largest proportion of the normal working information threshold range is exceeded, it means that the abnormal information characteristics are more obvious. Therefore, the second position where the abnormal sub-area is located is preliminarily located through the first abnormal working information, which is also a reduction and refinement of the first position, so it is reasonable.
[0072] like Figure 4 As shown, as a preferred embodiment of the present invention, the enhanced scanning and display of the area where the second position is located, and the superimposed display of the corresponding spare part image information specifically include:
[0073] Step S131: when the second abnormal operation information is temperature information, a sub-region where the highest temperature is located in the region where the second position is located is detected, the sub-region is enlarged and displayed in the scanning model, and components in the sub-region are captured, and the sub-region is an abnormal sub-region;
[0074] Step S132: when the second abnormal working information is noise information, the radiation source direction of the highest noise sound wave in the area where the second position is located is detected, the radiation source direction is projected into a positioning sub-area in the scanning model, and the components in the sub-area are captured. The sub-area is an abnormal sub-area. The projected positioning sub-area means that when approaching the physical sub-area, since the propagation of sound will change with the propagation medium, the sub-area can be positioned according to the change of the propagation of sound;
[0075] Step S133: Identify the captured parts, and retrieve the corresponding spare parts images in the spare parts material information library according to the size and shape of the identified parts, and superimpose the spare parts images on the scan model according to the preset positioning points.
[0076] It can be understood that this embodiment is a further expansion of the aforementioned embodiment. After the second position of the first abnormal working information is captured, the sub-area is further located in combination with the highest temperature or the strongest noise in the second abnormal working information. Generally speaking, the highest temperature or the strongest noise is caused by a suitable component failure or abnormality. Therefore, by capturing the components in the sub-area, and then retrieving the corresponding spare parts image in the spare parts material information library according to the identified size and shape of the components, the spare parts image is superimposed on the scanning model according to the preset positioning point, and compared based on the virtual and real interaction, it is convenient for the first user to intuitively determine the real fault point.
[0077] like Figure 5 As shown, as another preferred embodiment of the present invention, on the other hand, a remote service system for wind turbine spare parts based on AR is provided, the system comprising:
[0078] The detection module 100 is used to locate a first position where the abnormal maximum working information is located after detecting that there is abnormal maximum working information in one of the wind turbine towers;
[0079] The scanning and display module 200 is used to scan the first position where the abnormal maximum value working information is located, generate real-time scanning model data, and display the real-time scanning model data on the AR device where the first user is located;
[0080] The precise positioning module 300 is used to receive a scan modification input of a first position by a first user, and locate a second position where the abnormal maximum value work information is located, wherein the area where the second position is located is smaller than the area where the first position is located;
[0081] The enhanced display module 400 is used to perform enhanced scanning and display on the area where the second position is located, and to overlay and display the corresponding spare part image information.
[0082] In the above embodiment of the present invention, a remote service method for using spare parts of a wind turbine generator system based on AR is provided, and based on the remote service method for using spare parts of a wind turbine generator system based on AR, a remote service system for using spare parts of a wind turbine generator system based on AR is provided. After detecting that there is abnormal maximum working information in one of the wind turbine towers, the first position where the abnormal maximum working information is located is located, and the first position where the abnormal maximum working information is located in the wind tower is located, so as to quickly find the location of the typical fault; the first position where the abnormal maximum working information is located is scanned to generate real-time scanning model data, and the real-time scanning model data is displayed on the AR device where the first user is located, and the first user's scan modification input for the first position is received, and the second position where the abnormal maximum working information is located is located, wherein the area where the second position is located is smaller than the area where the first position is located, and the second position where the abnormal sub-area is preliminarily located by using the abnormal working information, and then the first position is reduced and refined, and the area where the second position is located is enhanced scanned and displayed, and the corresponding spare parts image information is superimposed and displayed, and compared based on virtual and real interaction, so as to facilitate the first user to intuitively determine the location of the real fault point.
[0083] In order to load the above-mentioned method and system and enable it to run smoothly, the system, in addition to the various modules mentioned above, may also include more or fewer components than described above, or a combination of certain components, or different components, for example, it may include input and output devices, network access devices, buses, processors and memories, etc.
[0084] The processor may be a central processing unit (CPU), other general-purpose processors, digital signal processors (DSP), application-specific integrated circuits (ASIC), field-programmable gate arrays (FPGA) or other programmable logic devices, discrete gate or transistor logic devices, discrete hardware components, etc. The general-purpose processor may be a microprocessor or any conventional processor, etc. The processor is the control center of the system, and various interfaces and lines are used to connect various parts.
[0085] The above-mentioned memory can be used to store computer and system programs and / or modules. The above-mentioned processor realizes the above-mentioned various functions by running or executing the computer programs and / or modules stored in the memory, and calling the data stored in the memory. The memory can mainly include a program storage area and a data storage area, wherein the program storage area can store an operating system, an application required for at least one function (such as an information collection template display function, a product information release function, etc.). The data storage area can store data created according to the use of the berth status display system (such as product information collection templates corresponding to different product types, product information that needs to be released by different product providers, etc.). In addition, the memory can include a high-speed random access memory, and can also include a non-volatile memory, such as a hard disk, a memory, a plug-in hard disk, a smart memory card (SmartMediaCard, SMC), a secure digital (SecureDigital, SD) card, a flash card (FlashCard), at least one disk storage device, a flash memory device, or other volatile solid-state storage devices.
[0086] It should be understood that, although each step in the flow chart of each embodiment of the present invention is shown in sequence according to the indication of the arrow, these steps are not necessarily performed in sequence according to the order indicated by the arrow. Unless there is a clear explanation in this article, the execution of these steps does not have a strict order restriction, and these steps can be performed in other orders. Moreover, at least a portion of the steps in each embodiment may include a plurality of sub-steps or a plurality of stages, and these sub-steps or stages are not necessarily performed at the same time, but can be performed at different times, and the execution order of these sub-steps or stages is not necessarily performed in sequence, but can be performed in turn or alternately with at least a portion of other steps or sub-steps or stages of other steps.
[0087] The technical features of the above-described embodiments may be arbitrarily combined. To make the description concise, not all possible combinations of the technical features in the above-described embodiments are described. However, as long as there is no contradiction in the combination of these technical features, they should be considered to be within the scope of this specification.
[0088] The above-mentioned embodiments only express several implementation methods of the present invention, and the description thereof is relatively specific and detailed, but it cannot be understood as limiting the scope of the patent of the present invention. It should be pointed out that, for ordinary technicians in this field, several variations and improvements can be made without departing from the concept of the present invention, which all belong to the protection scope of the present invention. Therefore, the protection scope of the patent of the present invention shall be subject to the attached claims.
[0089] The above description is only a preferred embodiment of the present invention and is not intended to limit the present invention. Any modifications, equivalent substitutions and improvements made within the spirit and principles of the present invention should be included in the protection scope of the present invention.
Claims
1. A remote service method for wind turbine spare parts based on AR, characterized in that: The method comprises: After detecting that abnormal maximum working information exists in one of the wind turbine towers, locating a first position where the abnormal maximum working information is located; Scan the first position where the abnormal maximum value work information is located, generate real-time scanning model data, and display the real-time scanning model data on the AR device where the first user is located; receiving a scan modification input of a first position by a first user, and locating a second position where the abnormal maximum value work information is located, wherein an area where the second position is located is smaller than an area where the first position is located; Performing enhanced scanning and display on the area where the second position is located, and superimposing and displaying the corresponding spare part image information; The receiving of a scan modification input of a first user on a first position and locating a second position where the abnormal maximum value work information is located, wherein an area where the second position is located is smaller than an area where the first position is located specifically includes: Sending operation prompt information, where the operation prompt information is used to indicate a uniform rotation and movement action of the scan model at the first position based on the scan operation input of the first user; Detecting changes in first abnormal operation information during uniform rotation and movement of the scanning model, wherein the first abnormal operation information is obtained through determination; If and only if the rate of change of the first abnormal work information over time first increases and then decreases, or first decreases and then increases, locate the time node where the first abnormal work information suddenly changes, and trace back to locate the second position according to the time node; The step of obtaining the first abnormal operation information through determination includes: The largest ratio among the ratios of abnormal working information exceeding the threshold range of normal working information is obtained; The maximum value is determined as the first abnormal operation information, and the value other than the maximum value in the abnormal operation information is determined as the second abnormal operation information value.
2. The remote service method for wind turbine spare parts based on AR according to claim 1, characterized in that: After detecting that abnormal maximum working information exists in one of the wind turbine towers, locating the first position where the abnormal maximum working information is located specifically includes: Detecting abnormal operation information in all wind turbine towers, wherein the abnormal operation information includes at least temperature information and noise information; When it is determined according to the abnormal operation information that at least one of the abnormal operation information is not within the normal operation information threshold range, it is determined that the wind tower is operating abnormally; Locate the wind turbine tower where the abnormal maximum value working information in the abnormal working information is located, and locate the first position where the abnormal maximum value working information is located in the wind turbine tower.
3. The remote service method for wind turbine spare parts based on AR according to claim 2 is characterized in that: The normal working information threshold range is a working information range consisting of the maximum values of the historical working information range and the calibrated working information range.
4. The remote service method for wind turbine spare parts based on AR according to claim 1, characterized in that: The scanning of the first position where the abnormal maximum value work information is located to generate real-time scanning model data, and displaying the real-time scanning model data on the AR device where the first user is located specifically includes: After detecting that the first user is wearing the corresponding AR device, a real-time scan is performed on the location where the abnormal maximum value work information is located; The real-time scanning model data generated by the real-time scanning is displayed in real time on the AR device where the first user is located.
5. The remote service method for wind turbine spare parts based on AR according to claim 1, characterized in that: The scanning operation input by the first user includes the first user operating by gazing with eyes or pointing with gestures.
6. The remote service method for wind turbine spare parts based on AR according to claim 1, characterized in that: The step of performing enhanced scanning and displaying of the area where the second position is located, and superimposing and displaying the corresponding spare part image information specifically includes: When the second abnormal operation information is temperature information, a sub-region where the highest temperature is located in the region where the second position is located is detected, the sub-region is enlarged and displayed in the scanning model, and components in the sub-region are captured; When the second abnormal operation information is noise information, the radiation source direction of the highest noise sound wave in the area where the second position is located is detected, the radiation source direction is projected into the positioning sub-area in the scanning model, and the components in the sub-area are captured; The captured parts are identified, and the corresponding spare parts images in the spare parts material information library are retrieved according to the size and shape of the identified parts, and the spare parts images are superimposed on the scan model according to the preset positioning points.
7. An AR-based remote service system for wind turbine spare parts, used to implement the AR-based remote service method for wind turbine spare parts according to any one of claims 1 to 6, characterized in that: The system comprises: A detection module, configured to locate a first position where the abnormal maximum working information is located after detecting that abnormal maximum working information exists in one of the wind turbine towers; A scanning and display module, used for scanning the first position where the abnormal maximum value work information is located, generating real-time scanning model data, and displaying the real-time scanning model data on the AR device where the first user is located; A precise positioning module, configured to receive a scan modification input of a first position by a first user, and locate a second position where the abnormal maximum value work information is located, wherein an area where the second position is located is smaller than an area where the first position is located; The enhanced display module is used to perform enhanced scanning and display on the area where the second position is located, and to overlay and display the corresponding spare part image information.
