Fan blade icing detection and control method, device, equipment and medium
Through the detection method of synergistically acting millimeter-wave radar and laser, the problem of inefficient ice-cover detection of traditional fan blades is solved, and the precise detection of the ice-covered condition and ice-covered thickness of the blades is achieved, supporting the reasonable regulation of the wind farm and reducing ice-covered damage.
Patent Information
- Application Number
- CN202510169644.1
- Authority / Receiving Office
- CN · China
- Patent Type
- Applications(China)
- Current Assignee / Owner
- Filing Date
- 2025-02-17
- Publication Date
- 2025-04-29
- Estimated Expiration
- 2045-02-17
AI Technical Summary
Traditional fan blade ice coating detection methods are inefficient, making it difficult to timely and accurately detect the blade ice coating and ice thickness in severe weather.
The detection method of synergistic interaction between millimeter-wave radar and laser is used to initially detect the blade ice covering through the radar. If there is ice covering, the target sensor and distributed optical fiber will be used to obtain rotation information and deformation information, determine the position of the target measurement point, and accurately measure the ice thickness through the laser detection device.
Accurate detection of the fan blade ice covering condition and ice thickness, and supports wind farm reasonable control of the start and stop of the fan to reduce ice covering damage and economic losses.
Smart Images

Figure CN119900689A_ABST
Abstract
Description
Technical Field
[0001] The present application relates to the field of new energy equipment detection, and in particular to a method, device, equipment and medium for detecting and controlling ice coating on wind turbine blades. Background Art
[0002] In the field of wind power generation, the problem of wind turbine blade icing has always been a key factor affecting the safe and stable operation and power generation efficiency of wind turbines. In cold climates or high humidity environments, ice is easily formed on the surface of wind turbine blades. Blade icing will cause a significant decrease in its aerodynamic performance, increase the load of the wind turbine, and thus affect the output power of the wind turbine. In severe cases, it may even cause wind turbine failure, resulting in huge economic losses.
[0003] Traditional wind turbine blade ice detection methods have many limitations. Some methods rely on manual inspections, which are not only inefficient but also difficult to implement in bad weather conditions and cannot detect ice coverage in a timely and accurate manner. Some detection technologies based on single sensors, such as temperature sensors or strain sensors, are difficult to fully, accurately and reliably detect blade ice coverage and ice thickness. Summary of the invention
[0004] In view of this, the purpose of this application is to provide a wind turbine blade ice detection and control method, device, equipment and medium, which can accurately detect the blade ice coverage and ice thickness through the synergistic effect of radar and laser, and provide strong support for the reasonable control of wind turbine start and stop in wind farms. The specific scheme is as follows:
[0005] In a first aspect, the present application provides a method for detecting and controlling ice coating on wind turbine blades, comprising:
[0006] Determine a first icing detection result based on a detection signal obtained by performing icing detection on a target blade by a millimeter wave radar detection device;
[0007] If the first icing detection result indicates that the target blade is covered with ice, the wind turbine is controlled to stop working, and target rotation information detected by the target sensor and blade deformation information obtained based on the distributed optical fiber on the blade are obtained, and the position of the first target measuring point is determined according to the target rotation information and the blade deformation information; the target rotation information includes the impeller angle information, impeller orientation information and blade angle information of the wind turbine;
[0008] Determine the position of the laser detection device, determine the position of a second target measurement point that is closest to the position of the laser detection device from the positions of the first target measurement points, adjust the laser emission angle of the laser detection device according to the position of the second target measurement point, and obtain the theoretical distance between the laser detection device and the blade surface corresponding to the second target measurement point after adjustment;
[0009] Determine the ice thickness at the target measuring point based on the actual distance obtained by the laser detection device and the theoretical distance, so as to determine whether ice is covered on the wind turbine blades based on the ice thickness at the target measuring point, and obtain a second ice coverage detection result; the actual distance is the distance between the laser detection device and the ice layer surface corresponding to the second target measuring point;
[0010] If the second icing detection result indicates that there is no icing on the target blade, the wind turbine is controlled to start up.
[0011] Optionally, the determining a first icing detection result based on a detection signal obtained by performing icing detection on a target blade by a millimeter wave radar detection device includes:
[0012] Using a millimeter wave radar detection device to detect ice coating on a target blade to obtain a detection signal;
[0013] A signal processing operation is performed on the detection signal, and the processed detection signal is compared with data in a preset database to obtain a first ice coating detection result.
[0014] Optionally, the acquiring target rotation information detected by the target sensor and blade deformation information obtained based on the distributed optical fiber on the blade, and determining the position of the first target measuring point according to the target rotation information and the blade deformation information, includes:
[0015] Determine the impeller rotation angle information and impeller orientation information of the wind turbine based on a first target sensor on the nacelle, and determine the blade rotation angle information of the wind turbine based on a second target sensor on the target blade;
[0016] Determine blade position information of the target blade based on the impeller rotation angle information, the impeller orientation information and the blade rotation angle information;
[0017] Determine blade deformation information based on the distributed optical fiber on the target blade, and obtain target blade shape information according to the blade deformation information and the original size information of the blade;
[0018] The positions of the first target measuring points are determined according to the blade position information and the target blade shape information.
[0019] Optionally, the determining the position of the laser detection device, determining the position of a second target measurement point that is closest to the position of the laser detection device from the positions of the first target measurement points, and adjusting the laser emission angle of the laser detection device according to the position of the second target measurement point, and obtaining the adjusted theoretical distance between the laser detection device and the blade surface corresponding to the second target measurement point, includes:
[0020] Determine the current position of the laser detection device, and determine a preset number of second target measurement point positions that are closest to the current position of the laser detection device from the first target measurement point positions;
[0021] For any second target measuring point position, adjusting the laser emission angle of the current laser detection device according to the second target measuring point position;
[0022] The adjusted theoretical distance between the current laser detection device and the blade surface corresponding to the second target measuring point is obtained.
[0023] Optionally, adjusting the laser emission angle of the current laser detection device according to the position of the second target measurement point includes:
[0024] The target relative direction vector is determined based on the position of the second target measuring point and the position of the current laser detection device, and the variable bracket is controlled to rotate according to the target relative direction vector to adjust the laser emission angle of the current laser detection device; the variable bracket is used to control the rotation of the laser detection device.
[0025] Optionally, the determining the ice thickness at the target measuring point based on the actual distance obtained by the laser detection device and the theoretical distance includes:
[0026] For any second target measuring point corresponding to the position of the second target measuring point, determining an actual distance detected by the adjusted laser detection device corresponding to the second target measuring point;
[0027] The target measuring point ice thickness corresponding to the second target measuring point is determined based on the actual distance and the theoretical distance corresponding to the second target measuring point, so as to obtain the target measuring point ice thickness corresponding to each of the second target measuring points.
[0028] Optionally, the wind turbine blade icing detection and control method further includes:
[0029] Determine whether the wind turbine blades are covered with ice based on the ice thickness at the target measuring point to obtain a target detection result;
[0030] If the target detection result indicates that the blade is covered with ice, continue to use the laser detection device to detect whether the blade of the wind turbine is covered with ice until the target detection result indicates that the blade is not covered with ice;
[0031] If the target detection result indicates that the blades are not covered with ice, a wind turbine start signal is output to control the wind turbine to start up.
[0032] In a second aspect, the present application provides a wind turbine blade icing detection and control device, comprising:
[0033] A first result determination module, configured to determine a first ice coating detection result based on a detection signal obtained by a millimeter wave radar detection device for performing ice coating detection on a target blade;
[0034] a position determination module, configured to control the wind turbine to stop working if the first icing detection result indicates that the target blade is covered with ice, and obtain target rotation information detected by the target sensor and blade deformation information obtained based on the distributed optical fiber on the blade, and determine the position of the first target measuring point according to the target rotation information and the blade deformation information; the target rotation information includes the impeller angle information, impeller orientation information and blade angle information of the wind turbine;
[0035] a distance determination module, used to determine the position of the laser detection device, determine the position of a second target measurement point that is closest to the position of the laser detection device from the positions of the first target measurement points, adjust the laser emission angle of the laser detection device according to the position of the second target measurement point, and obtain a theoretical distance between the laser detection device and the blade surface corresponding to the second target measurement point after adjustment;
[0036] a second result determination module, configured to determine the ice thickness at the target measuring point based on the actual distance obtained by the laser detection device and the theoretical distance, so as to determine whether ice is applied to the wind turbine blades based on the ice thickness at the target measuring point, and obtain a second ice application detection result; the actual distance is the distance between the laser detection device and the ice surface corresponding to the second target measuring point;
[0037] The control module is configured to control the wind turbine to start up if the second icing detection result indicates that the target blade is not iced.
[0038] In a third aspect, the present application provides an electronic device, including:
[0039] Memory, used to store computer programs;
[0040] The processor is used to execute the computer program to implement the above-mentioned wind turbine blade icing detection and control method.
[0041] In a fourth aspect, the present application provides a computer-readable storage medium for storing a computer program, wherein the computer program, when executed by a processor, implements the aforementioned wind turbine blade icing detection and control method.
[0042] In the present application, a first ice detection result is determined based on a detection signal obtained by performing ice detection on a target blade by a millimeter-wave radar detection device; if the first ice detection result indicates that ice is present on the target blade, the wind turbine is controlled to stop working, and target rotation information detected by a target sensor and blade deformation information obtained based on a distributed optical fiber on the blade are obtained, and a first target measuring point position is determined based on the target rotation information and the blade deformation information; the target rotation information includes the impeller angle information, impeller orientation information and blade angle information of the wind turbine; the position of a laser detection device is determined, and a position corresponding to the laser detection point is determined from each of the first target measuring point positions. The position of the laser detection device is determined by adjusting the laser emission angle of the laser detection device according to the position of the second target measurement point to obtain a theoretical distance between the laser detection device and the blade surface corresponding to the second target measurement point after adjustment; the ice thickness of the target measurement point is determined based on the actual distance obtained by the laser detection device and the theoretical distance, so as to determine whether the wind turbine blade is covered with ice based on the ice thickness of the target measurement point, and obtain a second ice coverage detection result; the actual distance is the distance between the laser detection device and the ice layer surface corresponding to the second target measurement point; if the second ice coverage detection result indicates that there is no ice coverage on the target blade, the wind turbine is controlled to start. As can be seen from the above, the present application firstly detects ice coating on the target blade based on the millimeter wave radar detection device. If the detection result indicates that the target blade is covered with ice, the wind turbine is controlled to stop working. At the same time, the target rotation information and blade deformation information are obtained by using the target sensor and the distributed optical fiber on the wind turbine blade, and then the position of the first target measuring point is determined; further, the position of the laser detection device is determined, and the laser emission angle of the laser detection device is adjusted according to the position of the second target measuring point closest to the position of the laser detection device, so as to obtain the theoretical distance and actual distance corresponding to the adjusted laser detection device and the second target measuring point, and the ice thickness of the target measuring point is determined based on the theoretical distance and the actual distance, and the second ice coating detection result is obtained according to the ice thickness of the target measuring point, so as to determine whether to control the wind turbine to start according to the second ice coating detection result. In this way, the present application can accurately detect the blade ice coating and ice thickness through the synergistic effect of the millimeter wave radar detection device and the laser detection device, so that the wind farm can reasonably control the start and stop of the wind turbine to reduce ice coating damage and economic losses. BRIEF DESCRIPTION OF THE DRAWINGS
[0043] In order to more clearly illustrate the embodiments of the present application or the technical solutions in the prior art, the drawings required for use in the embodiments or the description of the prior art will be briefly introduced below. Obviously, the drawings described below are only embodiments of the present application. For ordinary technicians in this field, other drawings can be obtained based on the provided drawings without paying any creative work.
[0044] Figure 1 A flow chart of a wind turbine blade icing detection and control method disclosed in the present application;
[0045] Figure 2 A schematic diagram of a method for positioning a target measuring point of a wind turbine blade disclosed in the present application;
[0046] Figure 3 A schematic diagram of a method for tracking target measurement points and obtaining theoretical distances of a wind turbine blade disclosed in the present application;
[0047] Figure 4 This is a schematic diagram of a laser reflected along an ice surface disclosed in the present application;
[0048] Figure 5 A schematic diagram of a method for obtaining ice thickness at a target measuring point disclosed in this application;
[0049] Figure 6 A schematic diagram of a laser reflection process in an ice layer disclosed in the present application;
[0050] Figure 7 A schematic diagram of a device used in a wind turbine blade icing detection and control method disclosed in the present application;
[0051] Figure 8 A schematic diagram of a device structure disclosed in this application;
[0052] Fig. 9 This is a schematic diagram of the structure of an electronic device disclosed in this application. DETAILED DESCRIPTION
[0053] The following will be combined with the drawings in the embodiments of the present application to clearly and completely describe the technical solutions in the embodiments of the present application. Obviously, the described embodiments are only part of the embodiments of the present application, not all of the embodiments. Based on the embodiments in the present application, all other embodiments obtained by ordinary technicians in this field without creative work are within the scope of protection of this application.
[0054] Traditional wind turbine blade icing detection methods have many limitations. Some methods rely on manual inspections, which are not only inefficient but also difficult to implement in severe weather conditions, and cannot detect icing in a timely and accurate manner. Some detection technologies based on a single sensor, such as only using temperature sensors or strain sensors, are difficult to comprehensively, accurately and reliably detect the blade icing condition and ice thickness. To this end, the present application provides a wind turbine blade icing detection and control method, which can accurately detect the blade icing condition and ice thickness through the synergistic effect of a millimeter-wave radar detection device and a laser detection device, so that the wind farm can reasonably control the start and stop of wind turbines to reduce icing damage and economic losses.
[0055] See also Figure 1As shown, the embodiment of the present application discloses a method for detecting and controlling ice coating on wind turbine blades, comprising:
[0056] Step S11: determining a first icing detection result based on a detection signal obtained by performing icing detection on a target blade by a millimeter wave radar detection device.
[0057] In this embodiment, a millimeter-wave radar detection device is first used to detect ice coating on a target blade among wind turbine blades to obtain a detection signal. Then, a signal processing operation is performed on the detection signal, and the processed detection signal is compared with data in a preset database to obtain a first ice coating detection result.
[0058] Specifically, a millimeter wave radar signal processing program may be written to filter the signal received by the radar, and compare it with a preset database to preliminarily determine whether the blade is covered with ice, so as to obtain a first ice detection result.
[0059] Among them, the above-mentioned preset database is a database established through a large number of experiments and actual data accumulation, which contains the characteristic data of radar waves reflected by wind turbine blades under different degrees of icing. The characteristic parameters of the processed detection signal, such as signal strength, frequency change, phase difference, etc., are compared one by one with the data in the database, and then a pattern recognition algorithm, such as a classification algorithm based on a neural network or a support vector machine algorithm, can be used to judge the icing condition of the target blade, and then obtain the first icing detection result.
[0060] Step S12: If the first icing detection result indicates that there is icing on the target blade, the wind turbine is controlled to stop working, and target rotation information detected by the target sensor and blade deformation information obtained based on the distributed optical fiber on the blade are obtained, and the position of the first target measuring point is determined according to the target rotation information and the blade deformation information; the target rotation information includes the impeller angle information, impeller orientation information and blade angle information of the wind turbine.
[0061] In this embodiment, Figure 2As shown, first determine whether the first ice detection result indicates that the target blade has ice. If the first ice detection result indicates that the target blade has ice, in order to prevent ice from causing further damage to the wind turbine, such as damage to wind turbine components or serious reduction in power generation efficiency due to increased load, the wind turbine is controlled to stop working; further, first determine the impeller angle information and impeller orientation information of the wind turbine based on the first target sensor on the nacelle, and determine the blade angle information of the wind turbine based on the second target sensor on the target blade; then, based on the impeller angle information, impeller orientation information and blade angle information, the position information of the target blade in space can be calculated according to the matlab calculation program to obtain the blade position information; determine the blade deformation information based on the distributed optical fiber on the target blade, and obtain the target blade shape information based on the blade deformation information and the original blade size information; finally, determine the position of each first target measurement point based on the blade position information and the target blade shape information. It should be noted that since the blade may swing when the wind turbine is stopped, it is impossible to accurately locate the measurement point position, so a distributed optical fiber can be installed on the blade.
[0062] Among them, the positions of the first target measuring points can be determined based on the obtained blade position information and target blade shape information, and in accordance with pre-set measuring point selection rules (such as equal spacing distribution, priority of key stress-bearing parts, etc.). These first target measuring point positions can be used as key parts for subsequent further detection and analysis, providing important data collection points for accurately evaluating the blade icing condition and taking corresponding treatment measures, ensuring that the entire detection system can comprehensively and accurately grasp the actual situation of the blade and ensure the safe and stable operation of the wind turbine.
[0063] Step S13, determine the position of the laser detection device, determine the second target measurement point position that is closest to the position of the laser detection device from the first target measurement point positions, and adjust the laser emission angle of the laser detection device according to the second target measurement point position to obtain the theoretical distance between the laser detection device and the blade surface corresponding to the second target measurement point after adjustment.
[0064] In this embodiment, Figure 3 As shown, first determine the position of the current laser detection device, and determine a preset number of second target measurement point positions that are closest to the position of the current laser detection device from each first target measurement point position; for any second target measurement point position, the laser emission angle of the current laser detection device can be adjusted according to the second target measurement point position; then obtain the adjusted theoretical distance between the current laser detection device and the blade surface corresponding to the second target measurement point.
[0065] In this embodiment, since the base column used to support and fix the laser detection device is prone to deformation in cold weather and may also shake in windy weather, a distributed optical fiber can be installed on the base column, and the current position of the laser detection device can be jointly determined based on the base column deformation information obtained by the distributed optical fiber and the position determination device.
[0066] Among them, the above-mentioned adjustment of the laser emission angle of the current laser detection device according to the second target measuring point position may include: determining the target relative direction vector based on the second target measuring point position and the position of the current laser detection device, and controlling the rotation of the variable bracket according to the target relative direction vector to adjust the laser emission angle of the current laser detection device; the above-mentioned variable bracket is used to control the rotation of the laser detection device.
[0067] It should be noted that in order to improve detection efficiency and enhance detection accuracy, a preset number of second target measurement point positions that are closest to the position of the current laser detection device can be selected from the first target measurement point position; for any second target measurement point position, in actual applications, since the laser emitted by the laser detection device is approximately perpendicular to the section corresponding to the second target measurement point, the position of the current laser detection device can be adjusted according to the second target measurement point position, and the laser emission angle of the current laser detection device can be adjusted. For example Figure 4 In the schematic diagram of laser reflection along the ice surface, The degree of is approximately zero degrees;
[0068] The laser detection device consists of Figure 4 The laser transmitter and laser receiver shown in the figure are composed of orange light, which are the incident light of the laser entering the ice surface and the reflected light reflected by the ice surface; the yellow light is the refracted light after the laser enters the ice layer, which is reflected in the ice layer and then emitted from the ice layer; the blue area in the figure is the ice layer; the gray area is the wind turbine blade part.
[0069] Step S14, determining the ice thickness at the target measuring point based on the actual distance obtained by the laser detection device and the theoretical distance, so as to determine whether the wind turbine blades are covered with ice based on the ice thickness at the target measuring point, and obtaining a second ice detection result; the actual distance is the distance between the laser detection device and the ice surface corresponding to the second target measuring point.
[0070] In this embodiment, Figure 5As shown, determining the ice thickness of the target measuring point based on the actual distance and theoretical distance obtained by the laser detection device can include: for the second target measuring point corresponding to any second target measuring point position, determining the actual distance detected by the adjusted laser detection device corresponding to the second target measuring point; and then determining the ice thickness of the target measuring point corresponding to the second target measuring point based on the actual distance and the theoretical distance corresponding to the second target measuring point, so as to obtain the ice thickness of the target measuring point corresponding to each second target measuring point.
[0071] In a specific embodiment, if the position of the laser detection device is , the second target measuring point position is , then the theoretical distance for:
[0072] ;
[0073] Assume that the speed of light in air is , the time from emitting laser to receiving laser by the laser detection device is , then the actual distance for:
[0074] ;
[0075] When calculating the actual distance using the above formula, the value in step S13 is not considered. .
[0076] So the ice thickness for:
[0077] ;
[0078] The ice thickness corresponding to each second target measuring point is calculated through the above calculation process, so as to determine whether the wind turbine blades are covered with ice.
[0079] In another specific embodiment, assuming that the refractive index of air is The refractive index of ice is , the speed of light in ice is , the propagation time of the laser signal in the ice layer is , where the laser transmitter emits a laser pulse, which will be reflected and refracted once on the ice surface. The refracted signal will be reflected twice when it reaches the blade surface, so the receiver will receive two signals and then get the signal time difference, that is, , is the time when the receiver receives the first signal, is the time when the receiver receives the second signal, such as Figure 6 As shown, the incident angle is , the refraction angle is , and it is known that:
[0080] ;
[0081] So the ice thickness for:
[0082] ;
[0083] In summary, ;
[0084] Step S15: If the second icing detection result indicates that there is no icing on the target blade, the wind turbine is controlled to start up.
[0085] In this embodiment, whether the blades of the wind turbine are covered with ice is determined based on the ice thickness at the target measuring point to obtain a target detection result, i.e., a second ice detection result; if the target detection result indicates that the blades are covered with ice, the laser detection device is continued to be used to detect whether the blades of the wind turbine are covered with ice until the target detection result indicates that the blades are not covered with ice; if the target detection result indicates that the blades are not covered with ice, a wind turbine start signal is output to control the start of the wind turbine. In this way, making a start-up decision in a timely manner based on accurate ice detection results helps maintain the stable operation of the wind turbine, reduce fatigue damage to the equipment, and extend the service life of the equipment. At the same time, it can also optimize the overall operating cost of the wind farm and ensure the sustainable development of the wind power industry.
[0086] As can be seen from the above, this embodiment first performs ice coverage detection on the target blades based on the millimeter wave radar detection device. If the detection result indicates that the target blades are covered with ice, the wind turbine is controlled to stop working. At the same time, the target rotation information and blade deformation information are obtained by using the target sensor and the distributed optical fiber on the wind turbine blades, and then the position of the first target measuring point is determined; further, the position of the laser detection device is determined, and the laser emission angle of the laser detection device is adjusted according to the position of the second target measuring point closest to the position of the laser detection device, so as to obtain the theoretical distance and actual distance corresponding to the adjusted laser detection device and the second target measuring point, and the ice thickness of the target measuring point is determined based on the theoretical distance and the actual distance, and the second ice coverage detection result is obtained according to the ice thickness of the target measuring point, so as to determine whether to control the wind turbine to start up according to the second ice coverage detection result. In this way, the present application uses the synergistic effect of the millimeter-wave radar detection device and the laser detection device. The millimeter-wave radar is less affected by weather, and the laser detection accuracy is higher. The combination of the two can complement each other's advantages and enhance the feasibility of the system. It can accurately detect the blade icing condition and ice thickness. At the same time, through target measurement point positioning, target measurement point tracking and theoretical distance acquisition, the blade icing condition and ice thickness can be detected, so that the wind farm can reasonably control the start and stop of the wind turbine to reduce icing damage and economic losses.
[0087] See also Figure 7As shown, the device in this application is described below.
[0088] Among them, 1 is the nacelle of the wind turbine, 2 is the tower of the wind turbine, 3 is the sensor distributed in the wind turbine, and the sensor is located on the nacelle and blades of the wind turbine, 4 is the blades of the wind turbine, 5 is the distributed optical fiber, 6 is the variable bracket, 7 is the laser transmitter, 8 is the millimeter wave radar (also known as the millimeter wave radar detection device), and 9 is the laser receiver.
[0089] It should be noted that the laser transmitter, millimeter-wave radar, and laser receiver constitute a radar-laser detection device. The variable bracket can control the rotation of the radar-laser detection device. At the same time, the laser transmitter and laser receiver can also be controlled to rotate separately according to actual conditions. Distributed optical fibers are distributed in the blades of the wind turbine and in the bottom column used to fix and support the radar-laser detection device.
[0090] From the above, it can be seen that in this embodiment, radar and laser work together to form a radar-laser detection device. At the same time, sensors, distributed optical fibers, variable brackets, etc. are used to accurately detect the ice coverage of the blades and the thickness of the ice layer, providing strong support for the wind farm to reasonably control the start and stop of wind turbines.
[0091] See also Figure 8 As shown, the embodiment of the present application also discloses a wind turbine blade icing detection and control device, comprising:
[0092] A first result determination module 11, configured to determine a first ice coating detection result based on a detection signal obtained by a millimeter wave radar detection device for performing ice coating detection on a target blade;
[0093] a position determination module 12, configured to control the wind turbine to stop working if the first icing detection result indicates that the target blade is covered with ice, and obtain target rotation information detected by the target sensor and blade deformation information obtained based on the distributed optical fiber on the blade, and determine the position of the first target measuring point according to the target rotation information and the blade deformation information; the target rotation information includes the impeller angle information, impeller orientation information and blade angle information of the wind turbine;
[0094] a distance determination module 13, configured to determine the position of the laser detection device, determine the position of a second target measurement point that is closest to the position of the laser detection device from the positions of the first target measurement points, adjust the laser emission angle of the laser detection device according to the position of the second target measurement point, and obtain a theoretical distance between the laser detection device and the blade surface corresponding to the second target measurement point after adjustment;
[0095] A second result determination module 14 is used to determine the ice thickness at the target measuring point based on the actual distance obtained by the laser detection device and the theoretical distance, so as to determine whether ice is covered on the wind turbine blades based on the ice thickness at the target measuring point, and obtain a second ice coverage detection result; the actual distance is the distance between the laser detection device and the ice layer surface corresponding to the second target measuring point;
[0096] The control module 15 is configured to control the wind turbine to start up if the second icing detection result indicates that there is no icing on the target blade.
[0097] As can be seen from the above, the present application firstly detects ice coating on the target blade based on the millimeter wave radar detection device. If the detection result indicates that the target blade is covered with ice, the wind turbine is controlled to stop working. At the same time, the target rotation information and blade deformation information are obtained by using the target sensor and the distributed optical fiber on the wind turbine blade, and then the position of the first target measuring point is determined; further, the position of the laser detection device is determined, and the laser emission angle of the laser detection device is adjusted according to the position of the second target measuring point closest to the position of the laser detection device, so as to obtain the theoretical distance and actual distance corresponding to the adjusted laser detection device and the second target measuring point, and the ice thickness of the target measuring point is determined based on the theoretical distance and the actual distance, and the second ice coating detection result is obtained according to the ice thickness of the target measuring point, so as to determine whether to control the wind turbine to start according to the second ice coating detection result. In this way, the present application can accurately detect the blade ice coating and ice thickness through the synergistic effect of the millimeter wave radar detection device and the laser detection device, so that the wind farm can reasonably control the start and stop of the wind turbine to reduce ice coating damage and economic losses.
[0098] In some specific implementations, the first result determination module 11 includes:
[0099] A signal acquisition unit, used to detect ice coating on a target blade using a millimeter wave radar detection device to obtain a detection signal;
[0100] The result determination unit is used to perform a signal processing operation on the detection signal, and compare the processed detection signal with data in a preset database to obtain a first ice coating detection result.
[0101] In some specific implementations, the location determination module 12 includes:
[0102] a first information determination unit, configured to determine the impeller rotation angle information and the impeller orientation information of the wind turbine based on a first target sensor on the nacelle, and to determine the blade rotation angle information of the wind turbine based on a second target sensor on the target blade;
[0103] a second information determining unit, configured to determine blade position information of the target blade based on the impeller rotation angle information, the impeller orientation information and the blade rotation angle information;
[0104] a third information determination unit, configured to determine blade deformation information based on the distributed optical fiber on the target blade, and obtain target blade shape information according to the blade deformation information and the original size information of the blade;
[0105] The first position determining unit is used to determine the position of each first target measuring point according to the blade position information and the target blade shape information.
[0106] In some specific implementations, the distance determination module 13 includes:
[0107] A first position determination unit, used to determine the current position of the laser detection device, and determine a preset number of second target measurement point positions closest to the current position of the laser detection device from each of the first target measurement point positions;
[0108] An angle adjustment submodule, used for adjusting the laser emission angle of the current laser detection device according to the second target measurement point position for any second target measurement point position;
[0109] The first distance acquisition unit is used to acquire the adjusted theoretical distance between the current laser detection device and the blade surface corresponding to the second target measuring point.
[0110] In some specific implementations, the angle adjustment submodule includes:
[0111] An angle adjustment unit is used to determine the target relative direction vector based on the position of the second target measuring point and the position of the current laser detection device, and control the rotation of the variable bracket according to the target relative direction vector to adjust the laser emission angle of the current laser detection device; the variable bracket is used to control the rotation of the laser detection device.
[0112] In some specific implementations, the second result determination module 14 includes:
[0113] A second distance acquisition unit, used for determining, for any second target measuring point corresponding to the position of the second target measuring point, an actual distance detected by the adjusted laser detection device corresponding to the second target measuring point;
[0114] The thickness determination unit is used to determine the target measuring point ice thickness corresponding to the second target measuring point based on the actual distance and the theoretical distance corresponding to the second target measuring point, so as to obtain the target measuring point ice thickness corresponding to each of the second target measuring points.
[0115] In some specific embodiments, the wind turbine blade icing detection and control device further includes:
[0116] A result determination unit, used to determine whether ice is applied to the blades of the wind turbine generator based on the ice thickness at the target measuring point to obtain a target detection result;
[0117] A first processing unit is configured to continue to use a laser detection device to detect whether ice is covered on the blade of the wind turbine generator if the target detection result indicates that the blade is covered with ice, until the target detection result indicates that the blade is not covered with ice;
[0118] The second processing unit is used to output a wind turbine start signal to control the wind turbine to start if the target detection result indicates that the blades are not covered with ice.
[0119] Furthermore, the present application also discloses an electronic device. Fig. 9 This is a structural diagram of an electronic device 20 according to an exemplary embodiment. The content in the diagram cannot be regarded as any limitation on the scope of use of the present application.
[0120] Fig. 9 A schematic diagram of the structure of an electronic device 20 provided in an embodiment of the present application. The electronic device 20 may specifically include: at least one processor 21, at least one memory 22, a power supply 23, a communication interface 24, an input / output interface 25, and a communication bus 26. The memory 22 is used to store a computer program, which is loaded and executed by the processor 21 to implement the relevant steps in the wind turbine blade icing detection and control method disclosed in any of the aforementioned embodiments. In addition, the electronic device 20 in this embodiment may specifically be an electronic computer.
[0121] In this embodiment, the power supply 23 is used to provide working voltage for each hardware device on the electronic device 20; the communication interface 24 can create a data transmission channel between the electronic device 20 and the external device, and the communication protocol it follows is any communication protocol that can be applied to the technical solution of the present application, and is not specifically limited here; the input and output interface 25 is used to obtain external input data or output data to the outside world, and its specific interface type can be selected according to specific application needs and is not specifically limited here.
[0122] In addition, the memory 22, as a carrier for storing resources, can be a read-only memory, a random access memory, a disk or an optical disk, etc. The resources stored thereon can include an operating system 221, a computer program 222, etc., and the storage method can be temporary storage or permanent storage.
[0123] The operating system 221 is used to manage and control the hardware devices and computer program 222 on the electronic device 20, and can be Windows Server, Netware, Unix, Linux, etc. In addition to the computer program that can be used to complete the wind turbine blade icing detection and control method performed by the electronic device 20 disclosed in any of the aforementioned embodiments, the computer program 222 can further include computer programs that can be used to complete other specific tasks.
[0124] Furthermore, the present application also discloses a computer-readable storage medium for storing a computer program; wherein, when the computer program is executed by a processor, the aforementioned wind turbine blade ice detection and control method is implemented. The specific steps of the method can be referred to the corresponding contents disclosed in the aforementioned embodiments, and will not be repeated here.
[0125] In this specification, each embodiment is described in a progressive manner, and each embodiment focuses on the differences from other embodiments. The same or similar parts between the embodiments can be referred to each other. For the device disclosed in the embodiment, since it corresponds to the method disclosed in the embodiment, the description is relatively simple, and the relevant parts can be referred to the method part.
[0126] Professionals may further appreciate that the units and algorithm steps of each example described in conjunction with the embodiments disclosed herein can be implemented in electronic hardware, computer software, or a combination of the two. In order to clearly illustrate the interchangeability of hardware and software, the composition and steps of each example have been generally described in the above description according to function. Whether these functions are performed in hardware or software depends on the specific application and design constraints of the technical solution. Professionals and technicians may use different methods to implement the described functions for each specific application, but such implementation should not be considered to be beyond the scope of this application.
[0127] The steps of the method or algorithm described in conjunction with the embodiments disclosed herein may be implemented directly using hardware, a software module executed by a processor, or a combination of the two. The software module may be placed in a random access memory (RAM), a memory, a read-only memory (ROM), an electrically programmable ROM, an electrically erasable programmable ROM, a register, a hard disk, a removable disk, a CD-ROM, or any other form of storage medium known in the art.
[0128] Finally, it should be noted that, in this article, relational terms such as first and second, etc. are only used to distinguish one entity or operation from another entity or operation, and do not necessarily require or imply any such actual relationship or order between these entities or operations. Moreover, the terms "include", "comprise" or any other variants thereof are intended to cover non-exclusive inclusion, so that a process, method, article or device including a series of elements includes not only those elements, but also other elements not explicitly listed, or also includes elements inherent to such process, method, article or device. In the absence of further restrictions, the elements defined by the sentence "comprise a ..." do not exclude the presence of other identical elements in the process, method, article or device including the elements.
[0129] The technical solution provided by the present application is introduced in detail above. Specific examples are used in this article to illustrate the principles and implementation methods of the present application. The description of the above embodiments is only used to help understand the method of the present application and its core idea. At the same time, for general technicians in this field, according to the idea of the present application, there will be changes in the specific implementation methods and application scope. In summary, the content of this specification should not be understood as a limitation on the present application.
Claims
1. A method for detecting and controlling ice coating on fan blades, characterized in that: include: Determine a first icing detection result based on a detection signal obtained by performing icing detection on a target blade by a millimeter wave radar detection device; If the first icing detection result indicates that the target blade is covered with ice, the wind turbine is controlled to stop working, and target rotation information detected by the target sensor and blade deformation information obtained based on the distributed optical fiber on the blade are obtained, and the position of the first target measuring point is determined according to the target rotation information and the blade deformation information; The target rotation information includes the impeller rotation angle information, impeller orientation information and blade rotation angle information of the wind turbine; Determine the position of the laser detection device, determine the position of a second target measurement point that is closest to the position of the laser detection device from the positions of the first target measurement points, adjust the laser emission angle of the laser detection device according to the position of the second target measurement point, and obtain the theoretical distance between the laser detection device and the blade surface corresponding to the second target measurement point after adjustment; Determine the ice thickness at the target measuring point based on the actual distance obtained by the laser detection device and the theoretical distance, so as to determine whether ice is covered on the wind turbine blades based on the ice thickness at the target measuring point, and obtain a second ice coverage detection result; the actual distance is the distance between the laser detection device and the ice layer surface corresponding to the second target measuring point; If the second icing detection result indicates that there is no icing on the target blade, the wind turbine is controlled to start up.
2. The wind turbine blade icing detection and control method according to claim 1, characterized in that: The method of determining a first ice coating detection result based on a detection signal obtained by performing ice coating detection on a target blade by a millimeter wave radar detection device comprises: Using a millimeter wave radar detection device to detect ice coating on a target blade to obtain a detection signal; A signal processing operation is performed on the detection signal, and the processed detection signal is compared with data in a preset database to obtain a first ice coating detection result.
3. The wind turbine blade icing detection and control method according to claim 1, characterized in that: The acquiring of target rotation information detected by a target sensor and blade deformation information obtained based on a distributed optical fiber on the blade, and determining a first target measuring point position according to the target rotation information and the blade deformation information, comprises: Determine the impeller rotation angle information and impeller orientation information of the wind turbine based on a first target sensor on the nacelle, and determine the blade rotation angle information of the wind turbine based on a second target sensor on the target blade; Determine blade position information of the target blade based on the impeller rotation angle information, the impeller orientation information and the blade rotation angle information; Determine blade deformation information based on the distributed optical fiber on the target blade, and obtain target blade shape information according to the blade deformation information and the original size information of the blade; The positions of the first target measuring points are determined according to the blade position information and the target blade shape information.
4. The wind turbine blade icing detection and control method according to any one of claims 1 to 3, characterized in that: The determining of the position of the laser detection device, determining the position of a second target measurement point which is closest to the position of the laser detection device from the positions of the first target measurement points, adjusting the laser emission angle of the laser detection device according to the position of the second target measurement point, and obtaining the theoretical distance between the laser detection device and the blade surface corresponding to the second target measurement point after adjustment, includes: Determine the current position of the laser detection device, and determine a preset number of second target measurement point positions that are closest to the current position of the laser detection device from the first target measurement point positions; For any second target measuring point position, adjusting the laser emission angle of the current laser detection device according to the second target measuring point position; The adjusted theoretical distance between the current laser detection device and the blade surface corresponding to the second target measuring point is obtained.
5. The wind turbine blade icing detection and control method according to claim 4, characterized in that: The step of adjusting the laser emission angle of the current laser detection device according to the position of the second target measurement point includes: The target relative direction vector is determined based on the position of the second target measuring point and the position of the current laser detection device, and the variable bracket is controlled to rotate according to the target relative direction vector to adjust the laser emission angle of the current laser detection device; the variable bracket is used to control the rotation of the laser detection device.
6. The wind turbine blade icing detection and control method according to claim 4, characterized in that: The step of determining the ice thickness at the target measuring point based on the actual distance obtained by the laser detection device and the theoretical distance includes: For any second target measuring point corresponding to the position of the second target measuring point, determining an actual distance detected by the adjusted laser detection device corresponding to the second target measuring point; The target measuring point ice thickness corresponding to the second target measuring point is determined based on the actual distance and the theoretical distance corresponding to the second target measuring point, so as to obtain the target measuring point ice thickness corresponding to each of the second target measuring points.
7. The wind turbine blade icing detection and control method according to claim 1, characterized in that: Also includes: Determine whether the wind turbine blades are covered with ice based on the ice thickness at the target measuring point to obtain a target detection result; If the target detection result indicates that the blade is covered with ice, continue to use the laser detection device to detect whether the blade of the wind turbine is covered with ice until the target detection result indicates that the blade is not covered with ice; If the target detection result indicates that the blades are not covered with ice, a wind turbine start signal is output to control the wind turbine to start up.
8. A wind turbine blade icing detection and control device, characterized in that: include: A first result determination module, configured to determine a first ice coating detection result based on a detection signal obtained by a millimeter wave radar detection device for performing ice coating detection on a target blade; a position determination module, configured to control the wind turbine to stop working if the first icing detection result indicates that the target blade is covered with ice, and obtain target rotation information detected by the target sensor and blade deformation information obtained based on the distributed optical fiber on the blade, and determine the position of the first target measuring point according to the target rotation information and the blade deformation information; The target rotation information includes the impeller rotation angle information, impeller orientation information and blade rotation angle information of the wind turbine; a distance determination module, used to determine the position of the laser detection device, determine the position of a second target measurement point that is closest to the position of the laser detection device from the positions of the first target measurement points, adjust the laser emission angle of the laser detection device according to the position of the second target measurement point, and obtain a theoretical distance between the laser detection device and the blade surface corresponding to the second target measurement point after adjustment; a second result determination module, configured to determine the ice thickness at the target measuring point based on the actual distance obtained by the laser detection device and the theoretical distance, so as to determine whether ice is applied to the wind turbine blades based on the ice thickness at the target measuring point, and obtain a second ice application detection result; the actual distance is the distance between the laser detection device and the ice surface corresponding to the second target measuring point; The control module is configured to control the wind turbine to start up if the second icing detection result indicates that the target blade is not iced.
9. An electronic device, characterized in that: include: Memory, used to store computer programs; A processor is used to execute the computer program to implement the wind turbine blade icing detection and control method according to any one of claims 1 to 7.
10. A computer-readable storage medium, characterized in that: Used to store a computer program, which, when executed by a processor, implements the wind turbine blade icing detection and control method as described in any one of claims 1 to 7.
Citation Information
Patent Citations
Turbulence sensor and blade condition sensor system
CN102282471A
Wind turbine rotor blade de-icing process and wind turbine rotor blade de-icing system
US20150023792A1
Cited By
Remote non-contact photo-thermal deicing method and system for fan blade surface
CN120650151A
A remote, non-contact, photothermal de-icing method and system for the surface of a wind turbine blade
CN120650151B