Photovoltaic panel dust detection system and method based on unmanned aerial vehicle
A technology of dust detection and detection method, which is applied in the field of solar power generation, can solve problems such as difficulty in installation, risk of personnel safety, high initial investment cost, etc., and achieve the effects of reducing cost investment, avoiding casualties, and being easy to use and generalizable
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Embodiment 1
[0050] Such as figure 1 As shown, the present invention discloses a preferred embodiment of a photovoltaic panel dust detection system based on an unmanned aerial vehicle, including a carrying platform, the carrying platform is a quadrotor UAV, and the quadrotor UAV is carried out by a tablet device. For communication and control, the carrier platform is equipped with an operation control program, in which the tablet device runs an independent APP, sets and plans the flight route of the drone for a specific photovoltaic station, and collects photovoltaic panel image data. The carrying platform is provided with an image acquisition device, the image acquisition device is a pan-tilt camera; it includes a background server, and the image acquisition device is connected to the background server through a communication network. An image processing model is set in the background server.
[0051] The carrier platform is a multi-rotor drone. The DJI Phantom 4Pro V2.0 quad-rotor UAV ...
Embodiment 2
[0053] Such as Figure 2-Figure 4 , the invention discloses a detection method of a photovoltaic panel dust detection system based on an unmanned aerial vehicle, comprising the following steps:
[0054] S1. According to the planning of the UAV route on the job site, the carrier platform is equipped with an image acquisition device to collect the image data of the solar panel; for a specific photovoltaic field station, plan the UAV flight route on the corresponding tablet APP to determine the follow-up The route path of the UAV's automatic flight every time the image data is collected, so as to realize the regular self-flying of the UAV to collect the image data of the photovoltaic panel and send it to the designated background server.
[0055] S2. The image acquisition device sends the collected image data to the background server, and the background server preprocesses the image; the image preprocessing includes the following steps:
[0056] S2.1. Perform solar panel recogni...
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