Wind turbine generator safety monitoring system based on audio and video abnormity monitoring algorithm
Through the wind turbine safety monitoring system based on audio and video abnormality monitoring algorithm, the problem that traditional monitoring systems are difficult to accurately reflect the causes of abnormalities is solved, and accurate monitoring of wind turbine speed and vibration frequency and timely handling of safety hazards is realized, ensuring the wind turbine's Safe and efficient operation.
Patent Information
- Application Number
- CN202411380781.1
- Authority / Receiving Office
- CN · China
- Patent Type
- Applications(China)
- Current Assignee / Owner
- Filing Date
- 2024-09-30
- Publication Date
- 2025-02-18
AI Technical Summary
It is difficult for traditional wind turbine monitoring systems to accurately reflect the causes of abnormalities, affecting wind energy conversion efficiency and safety.
A wind turbine safety monitoring system based on audio and video abnormality monitoring algorithm is designed. Through audio and video data acquisition, data analysis and data feedback modules, the speed and vibration frequency data of the wind turbine are collected and analyzed in real time, and safety hazards are judged and the speed is adjusted.
It realizes accurate monitoring of the speed and vibration frequency of the wind turbine unit, timely discovers and deals with safety hazards, and ensures the safety and efficient operation of the wind turbine unit.
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Figure CN119467234A_ABST
Abstract
Description
Technical Field
[0001] The present invention relates to the technical field of wind turbine safety monitoring, and in particular to a wind turbine safety monitoring system based on an audio and video abnormality monitoring algorithm. Background Art
[0002] A wind turbine is a system that converts the kinetic energy of wind into electrical energy. A wind turbine includes a wind rotor and a generator. The wind rotor contains blades, a hub, and reinforcements. It has the functions of generating electricity by rotating the blades under wind power and rotating the generator head. A wind power source consists of a wind turbine, a tower supporting the turbine, a battery charge controller, an inverter, a load unloader, a grid-connected controller, and a battery pack.
[0003] When a wind turbine is generating electricity, the output frequency must be kept constant. This is very necessary for both wind turbine grid-connected power generation and wind-solar complementary power generation. To ensure the constant frequency of wind power, one way is to ensure the constant speed of the generator, that is, the constant speed and constant frequency operation mode. Because the generator is driven by the wind turbine through the transmission device, this method undoubtedly requires a constant speed of the wind turbine, which will affect the conversion efficiency of wind energy; another way is that the generator speed changes with the wind speed, and other means are used to ensure the constant frequency of the output power, that is, variable speed constant frequency operation. Therefore, a new monitoring system is very necessary. Traditional monitoring systems mostly use resistance changes for monitoring, and cannot accurately reflect the specific causes of abnormalities. Therefore, based on this, a wind turbine safety monitoring system based on audio and video abnormality monitoring algorithm is designed. Summary of the invention
[0004] In order to make up for the deficiencies of the prior art and solve the technical problems raised in the background technology.
[0005] The present invention is implemented by the following technical scheme: A wind turbine safety monitoring system based on an audio and video abnormality monitoring algorithm comprises:
[0006] Audio and video data acquisition module, used to collect and summarize the speed and vibration frequency data of wind turbines;
[0007] The data storage module receives the data collected by the audio and video data collection module and makes a data storage table according to the date;
[0008] The data analysis module receives the data collected by the audio and video data collection module and derives the rationality range of the data based on the safety calculation;
[0009] The data feedback module receives the rationality range data from the data analysis module and sends an adjustment signal to the controller based on the current rotation speed and vibration frequency. The controller controls the rotation speed of the wind turbine.
[0010] The audio and video data acquisition module is connected to the data acquisition device through electrical signals, and is connected to the counter installed on the main shaft of the wind turbine through electrical signals. The counter is installed on multiple main and auxiliary shafts respectively.
[0011] Among them, the data feedback module is connected to the monitoring equipment, and the monitoring equipment is installed on each main and auxiliary shaft. When the speed is abnormal, an alarm signal is sent to the data feedback module through the signal device, and the data feedback module controls the speaker of the production line to sound.
[0012] There are multiple nodes on the monitoring node corresponding to the wind turbine, and each node is equipped with a loudspeaker for reminder.
[0013] Among them, the data storage module includes a data storage hard disk and a memory detection module. The data storage hard disk is used to record and store data related to rotation speed and vibration frequency, and the memory detection module detects the remaining memory of the data storage hard disk and automatically deletes it when the remaining memory of the data storage hard disk is insufficient.
[0014] When the memory detection module deletes data stored in the data storage hard disk, the data stored with the earliest date is deleted first.
[0015] The present invention provides a wind turbine safety monitoring system based on an audio and video abnormality monitoring algorithm. It has the following beneficial effects:
[0016] 1. The wind turbine safety monitoring system based on the audio and video abnormality monitoring algorithm installs counters and other information collectors on the main and secondary shafts of the wind turbine, and then collects information through the audio and video data acquisition module in conjunction with the data acquisition equipment. The data analysis module analyzes and compares the current speed and vibration frequency, calculates a reasonable value range, and determines whether there are safety hazards based on the speed and vibration frequency of each wind turbine. Then, an adjustment signal is sent to the controller, and the controller controls the drive motor to change the speed of the wind turbine to ensure the safety of the wind turbine.
[0017] 2. The wind turbine safety monitoring system based on the audio and video anomaly monitoring algorithm, the data storage module includes a data storage hard disk and a memory detection module, wherein the data storage hard disk is used to record and store relevant data, and the memory detection module detects the remaining memory of the data storage hard disk, and automatically deletes the data when the remaining memory of the data storage hard disk is insufficient. When the memory detection module deletes the data stored in the data storage hard disk, the data stored in the earliest date is deleted first, thereby reducing the risk of deleting important data and avoiding the storage process affected by insufficient data storage capacity. BRIEF DESCRIPTION OF THE DRAWINGS
[0018] Figure 1 This is a schematic diagram of modules in the structural server of the present invention;
[0019] Figure 2 This is a schematic diagram of data collection for the structure of the present invention;
[0020] Figure 3 This is a schematic diagram of structural data feedback of the present invention;
[0021] Figure 4 A schematic diagram of the hardware included in the system of the present invention;
[0022] Figure 5 This is a schematic diagram of structural data deletion according to the present invention. DETAILED DESCRIPTION
[0023] The following will be combined with the drawings in the embodiments of the present invention to clearly and completely describe the technical solutions in the embodiments of the present invention. Obviously, the described embodiments are only part of the embodiments of the present invention, not all of the embodiments. Based on the embodiments of the present invention, all other embodiments obtained by ordinary technicians in this field without creative work are within the scope of protection of the present invention.
[0024] Combined with Figure 1-5 In one embodiment of the present invention, a wind turbine safety monitoring system based on an audio and video abnormality monitoring algorithm includes:
[0025] The audio and video data acquisition module is used to collect and summarize the speed and vibration frequency data of the wind turbine, and can use remote monitoring equipment and sound wave transmitting devices;
[0026] The data storage module receives the data collected by the audio and video data collection module and makes a data storage table according to the date;
[0027] The data analysis module receives the data collected by the audio and video data collection module and derives the rationality range of the data based on the safety calculation;
[0028] The data feedback module receives the rationality range data from the data analysis module and sends an adjustment signal to the controller based on the current rotation speed and vibration frequency. The controller controls the rotation speed of the wind turbine.
[0029] Specifically, when the wind turbine is working, the data acquisition device collects the data recorded by the counter through electrical signals and uploads it to the audio and video data acquisition module. The audio and video data acquisition module collects and summarizes the speed and vibration frequency data of the wind turbine, and then uploads the data information to the data analysis module and the data storage module. The data analysis module receives the data collected by the audio and video data acquisition module, and derives the rationality range of the data based on safety calculations. The data feedback module receives the rationality range data of the data analysis module, and sends an adjustment signal to the controller based on the current speed and vibration frequency. The controller controls the rotation speed of the wind turbine, and determines whether there are safety hazards according to the speed and vibration frequency of each wind turbine. Then, by sending an adjustment signal to the controller, the controller controls the drive motor and changes the speed of the wind turbine to ensure the safety of the wind turbine.
[0030] In addition, the data storage module includes a data storage hard disk and a memory detection module, wherein the data storage hard disk is used to record and store relevant data, and the memory detection module detects the remaining memory of the data storage hard disk, and automatically deletes the data when the remaining memory of the data storage hard disk is insufficient. When the memory detection module deletes the data stored in the data storage hard disk, the data stored in the earliest date is deleted first, thereby reducing the risk of deleting important data and avoiding the storage process being affected by insufficient data storage capacity.
[0031] Among them, the data feedback module is connected to the monitoring equipment, and the monitoring equipment is installed on the main and secondary shafts of each wind turbine set. When the speed abnormality is found, an alarm signal is sent to the data feedback module through the signaler, and the data feedback module controls the speaker of the production line to sound.
[0032] The above is only a preferred embodiment of the present invention, and the protection scope of the present invention is not limited to the above embodiments. All technical solutions under the concept of the present invention belong to the protection scope of the present invention. It should be pointed out that for ordinary technicians in this technical field, some improvements and modifications without departing from the principle of the present invention should also be regarded as the protection scope of the present invention.
Claims
1. A wind turbine safety monitoring system based on an audio and video abnormality monitoring algorithm, characterized in that: include: Audio and video data acquisition module, used to collect and summarize the speed and vibration frequency data of wind turbines; The data storage module receives the data collected by the audio and video data collection module and makes a data storage table according to the date; The data analysis module receives the data collected by the audio and video data collection module and derives the rationality range of the data based on the safety calculation; The data feedback module receives the rationality range data from the data analysis module and sends an adjustment signal to the controller based on the current rotation speed and vibration frequency. The controller controls the rotation speed of the wind turbine.
2. The wind turbine safety monitoring system based on the audio and video abnormality monitoring algorithm according to claim 1 is characterized in that: The audio and video data acquisition module is connected to the data acquisition device through electrical signals, and is connected to the counter installed on the main shaft of the wind turbine generator set through electrical signals. The counter is installed on multiple main and auxiliary rotating shafts respectively.
3. The wind turbine safety monitoring system based on the audio and video abnormality monitoring algorithm according to claim 1 is characterized in that: The data feedback module is connected to the monitoring device, which is installed on each main and auxiliary shaft. When abnormal speed is detected, an alarm signal is sent to the data feedback module through the signaler, and the data feedback module controls the speaker of the production line to sound.
4. The wind turbine safety monitoring system based on the audio and video abnormality monitoring algorithm according to claim 1 is characterized in that: There are multiple nodes on the monitoring node corresponding to the wind turbine, and a loudspeaker for reminder is installed on each node.
5. The wind turbine safety monitoring system based on the audio and video abnormality monitoring algorithm according to claim 1 is characterized in that: The data storage module includes a data storage hard disk and a memory detection module. The data storage hard disk is used to record and store data related to rotation speed and vibration frequency, while the memory detection module detects the remaining memory of the data storage hard disk and automatically deletes it when the remaining memory of the data storage hard disk is insufficient.
6. The wind turbine safety monitoring system based on the audio and video abnormality monitoring algorithm according to claim 5 is characterized in that: When the memory detection module deletes data stored in the data storage hard disk, the data stored with the earliest date is deleted first.