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Multi-dimensional constraint wind power plant current collection line automatic planning method

A collection line, automatic planning technology, applied in the direction of electrical digital data processing, instruments, data processing applications, etc., can solve problems such as long time, high time complexity, nonlinearity, etc.

Active Publication Date: 2019-10-15
GUANGDONG MINGYANG WIND POWER IND GRP CO LTD
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  • Description
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AI Technical Summary

Problems solved by technology

[0005]The purpose of this invention is to solve the difficulty of long manual design time and difficult to optimize the economy under multi-dimensional constraints, and proposes a multi-dimensional constraints wind farm collector line The automatic planning method solves the problems of traditional NP algorithm "curse of dimensionality", genetic algorithm, RRT fast search algorithm, ant colony algorithm, etc. Regions are divided into different levels to solve the problems of high intensity, nonlinearity and high time complexity in the planning of collector lines, so that the planning of wind farms can be carried out in a considerable and gradual manner, and self-optimization is carried out under multi-dimensional constraints. Reduce the impact of human factors on planning results

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  • Multi-dimensional constraint wind power plant current collection line automatic planning method
  • Multi-dimensional constraint wind power plant current collection line automatic planning method
  • Multi-dimensional constraint wind power plant current collection line automatic planning method

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Embodiment Construction

[0132] The present invention will be further described below in conjunction with specific examples.

[0133] Such as figure 1 As shown, the multi-dimensional constrained wind farm collection line automatic planning method provided in this embodiment includes the following steps:

[0134] 1) Intelligent partition

[0135] Carry out regional division, divide the fan array of the wind farm into multiple radioactive areas centered on the booster station, and limit the capacity of each area. The planning of wind farm collector lines is a multi-dimensional, nonlinear planning problem. In order to To reduce the complexity of planning, first perform grouping and order reduction processing on the wind turbines in the whole field. This not only conforms to the manual design rules, but also can reduce the dimensionality, and use computer classification to replace manual tedious classification work. To achieve this purpose, we use an improved fuzzy clustering algorithm.

[0136] 2) Op...

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Abstract

The invention discloses a multi-dimensional constraint wind power plant current collection line automatic planning method. The method comprises the steps: 1) intelligent partitioning; 2) optimal planning of cost in the area; 3) the global cost of cross-regional planning of the line being optimal; 4) T-connection path optimization. According to the invention, the problems of large calculation amount and long time of the traditional NP algorithm such as dimensionality disaster, genetic algorithm, RRT fast search algorithm, ant colony algorithm and the like are solved. Large-scale and large-quantity wind power plant current collection line planning problems are broken in a regional and hierarchical manner, so that the problems of high strength, nonlinearity and high time complexity of currentcollection line planning are solved. The planning of the wind power plant can be carried out considerably and gradually, self-optimization is carried out under multi-dimensional constraints, and theinfluence of human factors on a planning result is reduced.

Description

technical field [0001] The invention relates to the technical field of wind farm planning, in particular to an automatic planning method for multi-dimensional constrained wind farm collector lines. Background technique [0002] At present, most domestic and foreign wind farm planning methods are combined with the actual needs of specific projects, and are manually designed by designers based on experience. The planning of collector lines needs to be combined with terrain and road planning to achieve the best cost. However, it is limited by the designer's The level of experience and planning is uneven, and the cost deviation of collector lines is huge. It is difficult to obtain better economics for the electrical scheme of the collector system thus obtained. The experience level of designers plays a decisive role in the quality of planning. For large and complex wind farms, the design cycle is long, and it is often difficult to obtain the optimal collector line topology. ...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F17/50G06Q10/04G06Q50/06
CPCG06Q10/047G06Q50/06G06F30/18
Inventor 朱敏
Owner GUANGDONG MINGYANG WIND POWER IND GRP CO LTD
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