Indoor achieving method for in-situ micro-sitting selection of wind power plant
A technology for micro-site selection and wind farms, applied in scene recognition, electrical digital data processing, special data processing applications, etc., which can solve the problems of low efficiency of manual identification of sensitive ground objects, inability to understand the whole picture of wind farms, and inability to grasp topography and landforms. , to achieve the effect of improving the owner's investment income, significant technical and economic benefits, and reducing labor and time costs
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Embodiment 1
[0022] A method for realizing indoor microcosmic siting of a wind farm site, characterized in that it comprises the following steps:
[0023] 1) Obtain aerial pictures of the actual wind farm through aerial photography of the actual wind farm;
[0024] 2) Use software to generate coordinates and topographic maps from aerial pictures of actual wind farms, and use image recognition technology to identify sensitive features and construct a three-dimensional topography and sensitive features geographic information system for actual wind farms;
[0025] 3) Input the position and size information of the wind turbine unit, hub height, impeller diameter, collector line, road and hoisting platform into the software for optimized layout, and input the position and size information after the optimized layout into the 3D topography and sensitive The three-dimensional display and inspection of the ground object geographic information system;
[0026] 4) In the three-dimensional topography...
Embodiment 2
[0029] Such as figure 1 As shown, a method for indoor realization of a wind farm site microcosmic site selection is characterized in that it comprises the following steps:
[0030] 1) Obtain aerial pictures of the actual wind farm through aerial photography of the actual wind farm;
[0031] 2) Use software to generate coordinates and topographic maps from aerial pictures of actual wind farms, and use image recognition technology to identify sensitive features and construct a three-dimensional topography and sensitive features geographic information system for actual wind farms;
[0032] 3) Input the position and size information of the wind turbine unit, hub height, impeller diameter, collector line, road and hoisting platform into the software for optimized layout, and input the position and size information after the optimized layout into the 3D topography and sensitive Three-dimensional display and inspection of ground object geographic information system; the specific lay...
Embodiment 3
[0037]On the basis of Embodiment 1, the aerial photography in the step 1) adopts the aerial photography of the UAV, and the actual wind farm and its surrounding 10 kilometers are photographed during the aerial photography of the UAV. Accurate wind farm coordinates and accurate topographical distribution are obtained through UAV aerial photography technology.
[0038] The software in step 2) is SkyLine series software, and the image recognition technology is convolutional neural network technology based on Google’s open source deep learning; sensitive features in step 4) include houses, rivers, and high-voltage lines; for aerial photography Intelligent recognition of topographic features in pictures, automatic identification of sensitive areas such as houses, rivers, and high-voltage lines, so that wind turbine layout, road and cable laying can avoid areas that seriously affect safe operation, and a 3D visualization of wind farm 3D topography and sensitive areas can be establish...
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