Wind power system

CN116146433BActive Publication Date: 2026-08-18SHANGHAI ELECTRIC WIND POWER GRP CO LTD
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Patent Information

Application Number
CN202111397101.3
Authority / Receiving Office
CN · China
Patent Type
Patents(China)
Current Assignee / Owner
Filing Date
2021-11-23
Publication Date
2026-08-18
Estimated Expiration
2041-11-23

AI Technical Summary

Technical Problem

现有的主控系统需要进行大量的数据存储及数据处理,因此,主控系统具有较大的数据存储压力和运算压力

Benefits of technology

[0006] The wind power system of this invention adds an edge computing terminal to share some of the data storage and data processing functions of the main control system, thereby reducing the data storage pressure and computing load of the main control system.

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Abstract

The embodiment of the application provides a wind power system. The wind power system comprises a master control system, a plurality of monitoring systems and an edge computing terminal. The plurality of monitoring systems are used for collecting first data signals of wind turbines. The plurality of monitoring systems are respectively in communication connection with the master control system and the edge computing terminal. The plurality of monitoring systems are used for respectively sending at least part of the collected first data signals to the master control system and the edge computing terminal. The master control system and the edge computing terminal are in bidirectional communication connection. The master control system is used for sending second data signals of the wind turbines to the edge computing terminal. The edge computing terminal generates a control signal based on at least part of the received first data signals and the second data signals and returns the control signal to the master control system. Thus, the data storage pressure and the calculation load of the master control system can be effectively reduced.
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Description

Technical Field

[0001] The present invention relates to the field of wind power generation technology, and more particularly to a wind power system. Background Technology

[0002] With the gradual depletion of energy sources such as coal and oil, humanity is increasingly emphasizing the utilization of renewable energy. Wind energy, as a clean and renewable energy source, is receiving growing attention worldwide. For coastal islands, grassland pastoral areas, mountainous regions, and plateaus lacking water, fuel, and with inconvenient transportation, utilizing wind power in a way that is tailored to local conditions is highly suitable and has great potential. Wind power generation refers to using wind turbines to convert the kinetic energy of wind into electrical energy.

[0003] The control system of a wind turbine is a crucial component, undertaking important tasks such as monitoring, automatic adjustment, maximizing wind energy capture, and ensuring good grid compatibility. It mainly consists of a monitoring system, a main control system, a pitch control system, and a frequency converter system (inverter). The main control system is the core control component of the wind turbine, directly affecting its performance and safety. It needs to collect various sensor signals and operational data to monitor and protect the turbine, ensuring stable and safe power output through power and frequency regulation, and providing comprehensive turbine data support. Existing main control systems require extensive data storage and processing, thus placing significant data storage and computational demands on them. Summary of the Invention

[0004] The purpose of this invention is to provide a wind power system that can effectively reduce the data storage pressure and computing load of the main control system.

[0005] One aspect of this invention provides a wind power system. The wind power system includes a main control system, a multi-monitoring system, and an edge computing terminal. The multi-monitoring system is used to collect first data signals from a wind turbine. The multi-monitoring system is communicatively connected to both the main control system and the edge computing terminal. The multi-monitoring system is used to send at least a portion of the collected first data signals to both the main control system and the edge computing terminal. The main control system and the edge computing terminal are bidirectionally communicatively connected. The main control system is used to send second data signals from the wind turbine to the edge computing terminal. The edge computing terminal generates control signals based on at least a portion of the received first data signals and the second data signals and returns them to the main control system.

[0006] The wind power system of this invention adds an edge computing terminal to share some of the data storage and data processing functions of the main control system, thereby reducing the data storage pressure and computing load of the main control system. Attached Figure Description

[0007] Figure 1 This is a schematic diagram of a fan.

[0008] Figure 2 This is a general schematic block diagram of a wind power system according to an embodiment of the present invention;

[0009] Figure 3 for Figure 2 A schematic block diagram of a specific implementation of the wind power system shown;

[0010] Figure 4 for Figure 2 A schematic block diagram of another specific implementation of the wind power system shown;

[0011] Figure 5 for Figure 2 A schematic block diagram of another specific implementation of the wind power system shown;

[0012] Figure 6 This is a schematic diagram of the communication connection of a wind power system according to an embodiment of the present invention. Detailed Implementation

[0013] Exemplary embodiments will now be described in detail, examples of which are illustrated in the accompanying drawings. When the following description relates to the drawings, unless otherwise indicated, the same numerals in different drawings denote the same or similar elements. The embodiments described in the following exemplary embodiments do not represent all embodiments consistent with the present invention. Rather, they are merely examples of apparatuses consistent with some aspects of the invention as detailed in the appended claims.

[0014] The terminology used in this invention embodiment is for the purpose of describing particular embodiments only and is not intended to limit the invention. Unless otherwise defined, the technical or scientific terms used in this invention embodiment should be understood in their ordinary sense by one of ordinary skill in the art to which this invention pertains. The terms "first," "second," and similar terms used in this specification and claims do not indicate any order, quantity, or importance, but are merely used to distinguish different components. Similarly, "a" or "one," and similar terms do not indicate a quantity limitation, but rather indicate the presence of at least one. "A plurality" or "several" indicates two or more. Unless otherwise stated, "front," "rear," "lower," and / or "upper," and similar terms are for ease of description only and are not limited to a location or spatial orientation. The terms "comprising" or "including," and similar terms mean that the element or object preceding "comprising" covers the element or object listed following "comprising" or "including" and its equivalents, and do not exclude other elements or objects. The terms "connected," "linked," and similar terms are not limited to physical or mechanical connections and can include electrical connections, whether direct or indirect. The singular forms “a,” “the,” and “the” used in this specification and appended claims are also intended to include the plural forms unless the context clearly indicates otherwise. It should also be understood that the term “and / or” as used herein refers to and includes any or all possible combinations of one or more of the associated listed items.

[0015] Figure 1 A three-dimensional schematic diagram of a fan 100 is shown. (For example...) Figure 1 As shown, the wind turbine 100 includes multiple blades 101, a nacelle 102, a hub 103, and a tower 104. The tower 104 extends upward from the foundation (not shown), the nacelle 102 is mounted on the top of the tower 104, the hub 103 is mounted on one end of the nacelle 102, and multiple blades 101 are mounted on the hub 103.

[0016] Figure 2 A general schematic block diagram of a wind power system 1 according to an embodiment of the present invention is shown. Figure 2As shown, a wind power system 1 according to an embodiment of the present invention includes a wind turbine 100, a main control system 10, a multi-monitoring system 20, and an edge computing terminal 30. The multi-monitoring system 20 can collect a first data signal D1 from the wind turbine 100. The multi-monitoring system 20 is communicatively connected to both the main control system 10 and the edge computing terminal 30. The multi-monitoring system 20 can send at least a portion of the collected first data signal D1 to both the main control system 10 and the edge computing terminal 30. The main control system 10 and the edge computing terminal 30 are bidirectionally connected, and the main control system 10 can send a second data signal D2 from the wind turbine 100 to the edge computing terminal 30. The edge computing terminal 30 can collect at least a portion of the first data signal D1 from the multi-monitoring system 20 and the second data signal D2 from the main control system 10, and store these signals. The edge computing terminal 30 can generate a control signal C based on the received at least a portion of the first data signal D1 and the second data signal D2 and return it to the main control system 10.

[0017] The edge computing terminal 30 of this embodiment of the invention can be equipped with one or more algorithm APPs (application programs). Therefore, the edge computing terminal 30 can perform corresponding data processing on at least some of the collected data signals, perform edge computing on some data signals, and perform some more complex calculations. After the calculation is completed, it can generate corresponding control signals C to the main control system 10. In this way, a portion of the computing power of the main control system 10 can be shared, and the computing pressure on the main control system 10 can be effectively reduced.

[0018] In this embodiment of the invention, the wind power system 1 is equipped with an additional edge computing terminal 30. The edge computing terminal 30 can communicate with the multi-monitoring system 20 and the main control system 10. The edge computing terminal 30 can share some of the data storage and data processing functions of the main control system 10, thereby effectively reducing the data storage pressure and computing load of the main control system 10.

[0019] The wind power system 1 has a turbine side S1 and a wind farm side S2. The main control system 10 and the multi-monitoring system 20 are located on the turbine side S1. Figure 3 Revealed Figure 2 A schematic block diagram of a specific embodiment of the wind power system 1 shown. (See diagram for example.) Figure 3 As shown, in some embodiments, edge computing functionality can be deployed on the wind turbine side S1. Therefore, the edge computing terminal 30 of this embodiment may include a first edge computing terminal 31 located on the wind turbine side S1.

[0020] The multi-monitoring system 20 can send the first part D11 of the acquired first data signal D1 to the main control system 10, and send the second part D12 of the acquired first data signal D1 to the first edge computing terminal 31. The main control system 10 can send the first part D21 of the second data signal D2 to the first edge computing terminal 31. The first edge computing terminal 31 receives the second part D12 of the first data signal D1 from the multi-monitoring system 20 and the first part D21 of the second data signal D2 from the main control system 10, and can generate a first control signal C1 based on the second part D12 of the first data signal D1 and the first part D21 of the second data signal D2 to the main control system 10, thereby sharing some of the computational burden of the main control system 10.

[0021] In some embodiments, at least a portion of the first data signal D1 sent by the multi-monitoring system 20 to the master control system 10, and at least a portion of the data signal D1 sent by the multi-monitoring system 20 to the first edge computing terminal 31, may be different.

[0022] Wind power system 1 also includes server 40 located on the wind farm side S2. (Continue to refer to...) Figure 3 As shown, the first edge computing terminal 31 in this embodiment of the invention can also establish a bidirectional communication connection with the server 40. The first edge computing terminal 31 can upload a third data signal D3 to the server 40, and the server 40 can train an algorithm model based on the third data signal D3 and then distribute the trained first algorithm model M1 to the first edge computing terminal 31. The distributed first algorithm model M1 can be mounted on the first edge computing terminal 31 in the form of an algorithm application, thereby enabling the first edge computing terminal 31 to perform one or more computational functions to support one or more corresponding business requirements.

[0023] The third data signal D3 uploaded by the first edge computing terminal 31 to the server 40 may include at least a portion of the data in the second part D12 of the first data signal D1 from the multi-monitoring system 20 and the first part D21 of the second data signal D2 from the main control system 10, and / or the data obtained by the first edge computing terminal 31 after processing the received at least a portion of the data signals.

[0024] Figure 4 Revealed Figure 2 A schematic block diagram of another specific embodiment of the wind power system 1 shown. (See diagram below.) Figure 4 As shown, in some other embodiments, edge computing functionality can be deployed on the wind farm side S2. Therefore, the edge computing terminal 30 in this embodiment of the invention may include a second edge computing terminal 32 integrated in the server 40 on the wind farm side S2.

[0025] The multi-monitoring system 20 can send the first part D11 of the acquired first data signal D1 to the main control system 10, and send the third part D13 of the acquired first data signal D1 to the second edge computing terminal 32. The main control system 10 can send the second part D22 of the second data signal D2 to the second edge computing terminal 32. The second edge computing terminal 32 receives the third part D13 of the first data signal D1 from the multi-monitoring system 20 and the second part D22 of the second data signal D2 from the main control system 10, and can generate a second control signal C2 based on the third part D13 of the first data signal D1 and the second part D22 of the second data signal D2 to the main control system 10, thereby sharing some of the computational burden of the main control system 10.

[0026] In some embodiments, at least a portion of the first data signal D11 sent by the multi-monitoring system 20 to the master control system 10 and at least a portion of the data signal D13 sent by the multi-monitoring system 20 to the second edge computing terminal 32 may be different.

[0027] Continue to refer to Figure 4 As shown, the second edge computing terminal 32 in this embodiment of the invention can also communicate bidirectionally with the cloud 50. The second edge computing terminal 32 can communicate with the cloud 50 via, for example, a network or wireless connection, such as 4G or 5G (depending on the owner's permission). The second edge computing terminal 32 can upload the fourth data signal D4 to the cloud 50. The cloud 50 can train an algorithm model based on the fourth data signal D4 and then distribute the trained second algorithm model M2 to the second edge computing terminal 32. The distributed second algorithm model M2 can be implemented on the second edge computing terminal 32 in the form of an algorithm app, allowing the second edge computing terminal 32 to perform one or more computational functions to support one or more corresponding business requirements.

[0028] The fourth data signal D4 uploaded by the second edge computing terminal 32 to the cloud 50 may include at least part of the third part D13 of the first data signal D1 from the multi-monitoring system 20 and the second part D22 of the second data signal D2 from the main control system 10, and / or the data obtained by the first edge computing terminal 31 after processing the received at least part of the data signal.

[0029] Figure 5 Revealed Figure 2 A schematic block diagram of another specific embodiment of the wind power system 1 shown. For example... Figure 5As shown, in some other embodiments, edge computing functions can be deployed simultaneously on the wind turbine side S1 and the wind farm side S2. Therefore, the edge computing terminal 30 of this embodiment can simultaneously include a first edge computing terminal 31 located on the wind turbine side S1 and a second edge computing terminal 32 located on the wind farm side S2.

[0030] The multi-monitoring system 20 can send the first part D11 of the acquired first data signal D1 to the main control system 10, the second part D12 of the acquired first data signal D1 to the first edge computing terminal 31, and the third part D13 of the acquired first data signal D1 to the second edge computing terminal 32. The main control system 10 can send the first part D21 of the second data signal D2 to the first edge computing terminal 31, and the second part D22 of the second data signal D2 to the second edge computing terminal 32.

[0031] The first edge computing terminal 31 receives a second portion D12 of a first data signal D1 from the multi-monitoring system 20 and a first portion D21 of a second data signal D2 from the main control system 10. It can generate a first control signal C1 for the main control system 10 based on the second portion D12 and the first portion D21, thereby reducing the computational burden on the main control system 10. The second edge computing terminal 32 receives a third portion D13 of a first data signal D1 from the multi-monitoring system 20 and a second portion D22 of a second data signal D2 from the main control system 10. It can generate a second control signal C2 for the main control system 10 based on the third portion D13 and the second portion D22, further reducing the computational burden on the main control system 10.

[0032] The first edge computing terminal 31, deployed on the wind turbine side S1, focuses more on timely data processing and data filtering; while the second edge computing terminal 32, deployed on the wind farm side S2, focuses more on farm-level processing and historical data management. Thus, the first edge computing terminal 31 on the wind turbine side S1 and the second edge computing terminal 32 on the wind farm side S2 can collaborate with each other. Based on the data signals acquired by the multi-monitoring system 20, edge computing is comprehensively considered, and the various applications mounted on the first edge computing terminal 31 and the second edge computing terminal 32 are hierarchically divided, and the corresponding data is also layered, thereby reducing data transmission pressure and improving processing timeliness.

[0033] In some embodiments, at least a portion of the first data signal D11 sent by the multi-monitoring system 20 to the main control system 10, the second portion D12 sent by the multi-monitoring system 20 to the first edge computing terminal 31, and the third portion D13 sent by the multi-monitoring system 20 to the second edge computing terminal 32 can all be different. In one embodiment, the first data signal D1 collected by the multi-monitoring system 20 can be divided into layers according to the time response speed of the data. For example, the first portion D11 of the first data signal D1 sent to the main control system 10 can be very urgent data that needs to be fed back to the main control system 10 in a timely manner so that the main control system 10 can respond promptly. The second portion D12 of the first data signal D1 sent to the first edge computing terminal 31 on the wind turbine side S1 is less urgent and has a slower time response speed than the first portion D11 of the first data signal D1. The third part D13 of the first data signal D1 sent to the second edge computing terminal 32 on the wind farm side S2 is less urgent and immediacy than the second part D12 of the first data signal D1. It usually contains less important data and focuses more on historical data for management.

[0034] Continue to refer to Figure 5 As shown, similarly, the first edge computing terminal 31 can upload the third data signal D3 to the server 40. The server 40 can train an algorithm model based on the third data signal D3 and then send the trained first algorithm model M1 back to the first edge computing terminal 31. The second edge computing terminal 32 can upload the fourth data signal D4 to the cloud 50. The cloud 50 can train an algorithm model based on the fourth data signal D4 and then send the trained second algorithm model M2 back to the second edge computing terminal 32.

[0035] Among them, at least some of the signals in the third data signal D3 and the fourth data signal D4 may be different, and the first algorithm model M1 and the second algorithm model M2 may be different. Therefore, the algorithm APPs mounted on the first edge computing terminal 31 and the second edge computing terminal 32 may be different.

[0036] The wind power system 1 in this embodiment of the invention may include a switch, wherein the edge computing terminal 30 can communicate with the main control system 10 and the multi-monitoring system 20 through the switch.

[0037] Figure 6 A schematic diagram of the communication connection of a wind power system 1 according to an embodiment of the present invention is shown. For example... Figure 6As shown, the switches may include ring network switches for forming the wind turbine ring network 60. The ring network switches may include a tower-based ring network switch 61 located on the wind turbine side S1 and a wind farm ring network switch 62 located on the wind farm side S2. The tower-based ring network switch 61 and the wind farm ring network switch 62 can be interconnected, for example, via optical fiber, thereby realizing the communication connection between the wind turbine side S1 and the wind farm side S2. The main control system 10 can be connected to the tower-based ring network switch 61, for example, via a communication cable, thereby connecting the main control system 10 to the wind turbine ring network 60. The server 40 can be connected to the wind farm ring network switch 62, for example, via optical fiber, thereby also connecting the server 40 to the wind turbine ring network 60.

[0038] In the case where the edge computing terminal 30 includes a first edge computing terminal 31 located on the wind turbine side S1, the first edge computing terminal 31 can be connected to the tower base ring network switch 61 via a communication cable, for example. Then the first edge computing terminal 31 can communicate with the main control system 10 and the multi-monitoring system 20 through the tower base ring network switch 61.

[0039] In the case where the edge computing terminal 30 includes a second edge computing terminal 32 integrated in the server 40 on the wind farm side S2, the second edge computing terminal 32 can communicate through the wind farm ring network switch 62.

[0040] The multi-monitoring system 20 described in this embodiment of the invention has a broad concept and may include acquisition devices for collecting various data signals from the wind turbine 100. In some embodiments, the multi-monitoring system 20 may include, for example, at least one of the following: a CMS (Condition Monitoring System) acquisition station 21, a blade acquisition station 22, a bolt monitoring system 23, and a tower yaw platform 24.

[0041] The CMS data acquisition station 21 can be connected to multiple related sensor probes to collect motion measurements of the rotating components of the main drive chain of the wind turbine 100, including data such as displacement, velocity, acceleration, and temperature. Of course, in other embodiments, the CMS data acquisition station 21 may also include other monitoring parameters, such as oil impurity monitoring. The CMS data acquisition station 21 can be located in the nacelle 102.

[0042] The CMS data acquisition station 21 can be connected to the main control system 10 via an industrial bus, thereby enabling communication between the CMS data acquisition station 21 and the main control system 10. The switch in this embodiment also includes a nacelle switch 71 located on the wind turbine side S1. The nacelle switch 71 and the tower base ring network switch 61 can be interconnected via communication cables or optical fibers. The CMS data acquisition station 21 can be connected to the nacelle switch 71 via communication cables or optical fibers. Thus, the CMS data acquisition station 21 can be indirectly connected to the tower base ring network switch 61 and ultimately connected to the wind turbine ring network 60. Furthermore, this achieves communication between the CMS data acquisition station 21 and the first edge computing terminal 31 and / or the second edge computing terminal 32.

[0043] The blade acquisition station 22 can acquire the vibration and flapping information of the blade, for example, by using a three-dimensional gyroscope and a three-dimensional angular acceleration. Furthermore, various attitude information of the blade can be derived from the information of the three-dimensional gyroscope and the three-dimensional angular acceleration.

[0044] The blade acquisition station 22 can be connected to the main control system 10 via an industrial bus, thereby enabling communication between the blade acquisition station 22 and the main control system 10. The wind power system 1 of this embodiment may also include a nacelle wireless AP (Access Point) 72 located on the wind turbine side S1. The blade acquisition station 22 can be wirelessly connected to the nacelle wireless access point 72, which can be connected to the nacelle switch 71 via a communication cable, for example. Since the nacelle switch 71 is interconnected with the tower base ring network switch 61, the blade acquisition station 22 can be indirectly connected to the tower base ring network switch 61, and ultimately connected to the wind turbine ring network 60. This achieves communication between the blade acquisition station 22 and the first edge computing terminal 31 and / or the second edge computing terminal 32.

[0045] The bolt monitoring system 23 can be used to monitor the deformation or fracture information of some critical bolts. It can use displacement sensors, ultrasonic devices, or image recognition devices to collect bolt deformation or fracture information. Critical bolts may include, but are not limited to, tower base bolts and hub blade root connection bolts.

[0046] The bolt monitoring system 23 can be connected to the main control system 10 via an industrial bus, thereby enabling communication between the bolt monitoring system 23 and the main control system 10. The wind power system 1 of this embodiment may also include a tower base gateway 73 located on the wind turbine side S1. The bolt monitoring system 23 can be connected to the tower base gateway 73 via a communication cable, and the tower base gateway 73 can be connected to the tower base ring network switch 61 via a communication cable. Thus, the bolt monitoring system 23 can be indirectly connected to the tower base ring network switch 61, and ultimately connected to the wind turbine ring network 60. Furthermore, this achieves communication between the bolt monitoring system 23 and the first edge computing terminal 31 and / or the second edge computing terminal 32.

[0047] The tower yaw platform 24 can be used to monitor tower sway information. For example, it can be collected using a three-dimensional gyroscope and a three-dimensional angular acceleration. Then, various attitude information of the tower can be derived from the information of the three-dimensional gyroscope and the three-dimensional angular acceleration.

[0048] The tower yaw platform 24 can be connected to the main control system 10 via an industrial bus, for example, to achieve communication between the tower yaw platform 24 and the main control system 10. The tower yaw platform 24 can also be connected to the tower base gateway 73 via a communication cable. Since the tower base gateway 73 is connected to the tower base ring network switch 61, the tower yaw platform 24 can be indirectly connected to the tower base ring network switch 61, and ultimately connected to the wind turbine ring network 60. This, in turn, achieves communication between the tower yaw platform 24 and the first edge computing terminal 31 and / or the second edge computing terminal 32.

[0049] In one or more embodiments of the present invention, the wind power system 1 is provided with an additional edge computing terminal 30, which shares some of the data storage and data processing functions of the main control system 10, thereby reducing the data storage pressure and computing load of the main control system 10.

[0050] The wind farm system provided by the embodiments of the present invention has been described in detail above. Specific examples have been used to illustrate the wind farm system of the embodiments of the present invention. The description of the above embodiments is only for the purpose of helping to understand the core idea of ​​the present invention and is not intended to limit the present invention. It should be noted that those skilled in the art can make several improvements and modifications to the present invention without departing from the spirit and principle of the present invention, and these improvements and modifications should all fall within the protection scope of the appended claims.

Claims

1. A wind power system, characterized in that: It includes a main control system, a multi-monitoring system, and an edge computing terminal. The multi-monitoring system is used to collect first data signals from the wind turbine. The multi-monitoring system is communicatively connected to both the main control system and the edge computing terminal. The multi-monitoring system is used to send at least a portion of the collected first data signals to the main control system and the edge computing terminal respectively. The main control system and the edge computing terminal are bidirectionally connected. The main control system is used to send second data signals from the wind turbine to the edge computing terminal. The edge computing terminal generates control signals based on at least a portion of the received first data signals and the second data signals and returns them to the main control system.

2. The wind power system as described in claim 1, characterized in that: The wind power system has a turbine side and a wind farm side. The wind power system also includes a server located on the wind farm side. The main control system and the multi-monitoring system are located on the turbine side. The multi-monitoring system is used to send a first part of the first data signal to the main control system.

3. The wind power system as described in claim 2, characterized in that: The edge computing terminal includes a first edge computing terminal located on the wind turbine side. The multi-monitoring system is used to send a second part of the first data signal to the first edge computing terminal. The main control system is used to send a first part of the second data signal to the first edge computing terminal. The first edge computing terminal generates a first control signal for the main control system based on the second part of the first data signal and the first part of the second data signal.

4. The wind power system as described in claim 3, characterized in that: The first edge computing terminal also has a bidirectional communication connection with the server. The first edge computing terminal is used to upload a third data signal to the server. The server trains an algorithm model based on the third data signal and sends the trained first algorithm model to the first edge computing terminal.

5. The wind power system as described in any one of claims 2 to 4, characterized in that: The edge computing terminal includes a second edge computing terminal integrated in the server on the wind farm side. The multi-monitoring system is used to send a third part of the first data signal to the second edge computing terminal. The main control system is used to send a second part of the second data signal to the second edge computing terminal. The second edge computing terminal generates a second control signal for the main control system based on the third part of the first data signal and the second part of the second data signal.

6. The wind power system as described in claim 5, characterized in that: The second edge computing terminal can also communicate bidirectionally with the cloud. The second edge computing terminal is used to upload the fourth data signal to the cloud. The cloud performs algorithm model training based on the fourth data signal and sends the trained second algorithm model to the second edge computing terminal.

7. The wind power system as described in claim 2, characterized in that: It also includes a switch, through which the edge computing terminal communicates with the main control system and the multi-monitoring system respectively.

8. The wind power system as described in claim 7, characterized in that: The switch includes a ring network switch for forming a wind turbine ring network. The ring network switch includes a tower base ring network switch located on the wind turbine side and a wind farm ring network switch located on the wind farm side. The tower base ring network switch and the wind farm ring network switch are interconnected by optical fiber. The main control system is connected to the tower base ring network switch by a communication cable. The server is connected to the wind farm ring network switch by optical fiber.

9. The wind power system as described in claim 8, characterized in that: The edge computing terminal includes a first edge computing terminal located on the wind turbine side. The first edge computing terminal is connected to the tower base ring network switch via a communication cable. The first edge computing terminal communicates with the main control system and the multi-monitoring system through the tower base ring network switch.

10. The wind power system as described in claim 8, characterized in that: The edge computing terminal includes a second edge computing terminal integrated in the server on the wind farm side, and the second edge computing terminal communicates through the wind farm ring network switch.

11. The wind power system as described in any one of claims 8 to 10, characterized in that: The multi-monitoring system includes at least one of the following: a CMS data acquisition station, a blade data acquisition station, a bolt monitoring system, and a tower yaw platform.

12. The wind power system as described in claim 11, characterized in that: The switch also includes a nacelle switch located on the wind turbine side, and the nacelle switch is interconnected with the tower base ring network switch via communication cables or optical fibers.

13. The wind power system as described in claim 12, characterized in that: The CMS data acquisition station is connected to the cabin switch via communication cables or optical fibers.

14. The wind power system as described in claim 12, characterized in that: It also includes a nacelle wireless access point located on the wind turbine side, the blade acquisition station is wirelessly connected to the nacelle wireless access point, and the nacelle wireless access point is connected to the nacelle switch via a communication cable.

15. The wind power system as described in claim 11, characterized in that: It also includes a tower base gateway located on the wind turbine side, which is connected to the tower base ring network switch via a communication cable.

16. The wind power system as described in claim 15, characterized in that: The bolt monitoring system is connected to the tower base gateway via a communication cable.

17. The wind power system as described in claim 15, characterized in that: The tower yaw platform is connected to the tower base gateway via a communication cable.

18. The wind power system as described in claim 1, characterized in that: The edge computing terminal is equipped with one or more algorithm applications.

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