科技资讯2024,Vol.22Issue(23) :129-131.DOI:10.16661/j.cnki.1672-3791.2407-5042-3097

基于K-means聚类分析的分散式风电场集电线路保护方法探究

Exploration of Collection Line Protection Methods for Distributed Wind Farm Based on K-means Clustering Analysis

李斌华
科技资讯2024,Vol.22Issue(23) :129-131.DOI:10.16661/j.cnki.1672-3791.2407-5042-3097

基于K-means聚类分析的分散式风电场集电线路保护方法探究

Exploration of Collection Line Protection Methods for Distributed Wind Farm Based on K-means Clustering Analysis

李斌华1
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作者信息

  • 1. 中电建新能源集团股份有限公司贵州分公司 贵州 贵阳 550081
  • 折叠

摘要

风电场发电操作极易出现安全风险,影响风电资源的提取使用.在探索风电场发电操作过程时,以K-means聚类分析为基础,首先阐述了风电场集电线路保护装置基础结构,其次分析了出集电线路故障特性,最后对分散式风电场集电线路保护方法进行科学设计,包含规范保护流程、搭建仿真模型、规范故障类型及分析聚类结果等,全面提升风电场集电线路保护的有效性,增进风电场发电安全.

Abstract

The operation of wind farm power generation is prone to security risks,which affects the extraction and utilization of wind power resources.When exploring the operation process of wind power generation,on the basis of K-means clustering analysis,this paper first elaborates on the basic structure of the wind farm collection line pro-tection device,secondly it scientifically analyzes the collection line fault characteristics,and then it scientifically de-signs the distributed wind farm collection line protection method,including standardizing the protection process,building simulation model,standardizing fault type and analyzing clustering results,comprehensively improving the effectiveness of the wind farm collection line protection,enhancing the safety of wind power generation.

关键词

线路保护/集电线路/风电场/仿真模型/K-means聚类算法

Key words

Line protection/Collection lines/Wind farms/Simulation model/K-means clustering algorithm

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出版年

2024
科技资讯
北京国际科技服务中心 北京合作创新国际科技服务中心

科技资讯

影响因子:0.51
ISSN:1672-3791
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