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基于证据融合理论的配电网经济运行指标权重的闭环计算方法

马丽叶 卢志刚 朱连波

电网技术2011,Vol.35Issue(10):110-116,7.
电网技术2011,Vol.35Issue(10):110-116,7.

基于证据融合理论的配电网经济运行指标权重的闭环计算方法

A Closed-Loop Approach to Calculate Economical Operation Indices of Distribution Network Based on Dempster-Shafer Evidence Theory

马丽叶 1卢志刚 1朱连波2

作者信息

  • 1. 电力电子节能与传动控制河北省重点实验室(燕山大学),河北省秦皇岛市066004
  • 2. 华北电网有限公司秦皇岛电力公司,河北省秦皇岛市066004
  • 折叠

摘要

Abstract

To evaluate economical operation indices of distribution network effectively it is necessary to determine reasonable weights of operation indices, for this reason, based on Dempster-Shafer evidence theory and Spearman method a closed-loop approach to calculate the weights of economical operation indices is put forward. Firstly, the subjective index weights from experts are collected and the conflict expert opinions are rejected, and the unreliable expert opinions are processed by discount for the reliability of the evidence; then using Dempster-Shafer evidence theory the subjective weights of experts are determined. If the determined subjective weights match the sufficient conditions of evidence, these subjective weights are taken as final weights; or else the entropy method and principal component analysis are utilized to determine objective index weights, and by use of Dempster-Shafer evidence theory the comprehensive objective weights are decided. Then it is necessary to check whether the subjective weights and objective weights can meet the demand of consistency, if not, the closed-loop adjustment of weights should be performed till both subjective weights and objective weights can meet the demand of consistency.

关键词

配电网经济运行/证据融合/斯皮尔曼等级相关系数/指标权重/闭环调整

Key words

economical operation of distribution system/evidences fusion/Spearman rank correlation coefficient/index weight/closed-loop adjustment

分类

信息技术与安全科学

引用本文复制引用

马丽叶,卢志刚,朱连波..基于证据融合理论的配电网经济运行指标权重的闭环计算方法[J].电网技术,2011,35(10):110-116,7.

基金项目

国家自然科学基金项目(61071201):河北自然科学基金项目(F2010001319). ()

电网技术

OA北大核心CSCDCSTPCD

1000-3673

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