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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

Pending Publication Date: 2018-11-27
POWERCHINA XIBEI ENG
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0006] One of the purposes of the present invention is to provide a method for indoor realization of on-site micro-site selection of wind farms; the second purpose is to solve the problems of inability to grasp the actual topography and landform of the site and the low efficiency of manual identification of sensitive features in indoor work, and improve the micro-site selection. The accuracy ensures the safety of personnel and reduces the manpower and time cost of on-site business trips; the third purpose is to avoid the shortcomings of being unable to understand the overall picture of the wind farm and the inability to accurately calculate on-site when adjusting the position of the wind turbine unit on site, and to optimize the adjustment of the position of the wind turbine unit. Improve the owner's investment income and shorten the working cycle

Method used

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  • Indoor achieving method for in-situ micro-sitting selection of wind power plant

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Effect test

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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Abstract

The invention belongs to the technical field of wind power plant micro-sitting selection, and particularly relates to an indoor achieving method for in-situ micro-sitting selection of a wind power plant. The unmanned aerial vehicle aerial photography technology, the geographic information system technology and the image recognition technology based on deep learning are adopted, a true wind power plant scene is subjected to three-dimensional visualizing presentation on a desktop, electric route optimization and road and hoisting platform optimizing results are integrated in wind power generatorarrangement optimization, an original design scheme is placed in an on-site actual scene to be verified, and design optimization in a three-dimensional interaction environment is achieved; the problems that during indoor work, on-site actual topographies and landforms cannot be mastered, and the artificial perception efficiency of sensitive surface features is low are solved, the precision of micro-sitting selection is improved, personnel safety is guaranteed, the manpower and time cost of on-site business trips is reduced, the investment income of owners is greatly increased, and the work period is shortened; the work efficiency is greatly improved, dangerous factors are eliminated from the source, and remarkable technical and economic benefits are achieved.

Description

technical field [0001] The invention belongs to the technical field of wind farm micro site selection, and in particular relates to an indoor implementation method for wind farm site micro site selection. Background technique [0002] The traditional micro-site selection of wind farms requires wind turbine manufacturers, design institutes and owners to send professionals to the site to conduct site surveys of each wind turbine. There are more and more mountainous wind farms with complex terrain, and the southern region has lush trees, steep mountains, and dangerous factors such as snakes and insects. On-site micro-site selection is not only time-consuming and labor-intensive, but also has high efficiency and low cost. Moreover, on-site machine position adjustment can only be carried out locally, and it is impossible to optimize the site selection for the entire wind farm, which affects the power generation efficiency of the wind farm. [0003] For indoor work in micro-site ...

Claims

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Application Information

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IPC IPC(8): G06F17/50G06K9/00
CPCG06F30/18G06F30/13G06V20/13
Inventor 彭怀午吉超盈李振作
Owner POWERCHINA XIBEI ENG
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