基于改进主成分分析的低压配电网供电所综合评价方法
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Comprehensive Evaluation Method Basedon Improved Principal Component Analysis of Low Voltage Distribution Network Power Substations
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    摘要:

    低压配电网供电所特性评估是供电企业发展和低压配电网投资的决策基础与依据。文中提出一种基于改进主成分分析的低压配电网供电所综合评价方法,结合传统主成分分析法和层次分析法的优点,建立了综合评价指标体系,并以A市132个供电所为具体研究对象,计算供电所经济效益性、供电可靠性、协调适应性3个方面的量化评价分数指标。再利用系统聚类方法对得分进行聚类,探究供电所在不同特性上的发展现状,并结合2015-2016年2年的数据进行纵向对比,经计算分析可见,基于改进主成分分析的综合评价方法对低压配电网供电所的评价是切实有效的,对后续发展起指导作用。

    Abstract:

    The effective evaluation of the characteristics of power supply for low voltage distribution network is the basis and basis for the development of power supply enterprises and the decision making of low-voltage distribution network.In this paper,we put forward a kind of based on improved principal component analysis of low voltage distribution network power substation comprehensive evaluation method,combining with the advantages of traditional principal component analysis and analytic hierarchy process,established index evaluation system,and can reflect 132 power supply in economic efficiency,power supply reliability and the superiority of coordination on the adaptive nature of the three scores.Recycling system clustering method to score,to explore the different power supply in different characteristics on the development of the status quo,combined with the data from 2015,2016 two years longitudinal comparison,through the example analysis and calculation,based on improved principal component analysis of the comprehensive evaluation method of low voltage distribution network evaluation and subsequent development of power substation is practical and effective.

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朱蕾,蒋浩.基于改进主成分分析的低压配电网供电所综合评价方法[J].电力工程技术,2018,37(4):38-44

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历史
  • 收稿日期:2018-03-26
  • 最后修改日期:2018-05-10
  • 录用日期:2018-04-02
  • 在线发布日期: 2018-07-26
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