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基于DEA的电网绩效评估方法

闫志雄 张宁 宋红芳 马蕾 方大川 杨莉

电力系统保护与控制Issue(7):67-72,6.
电力系统保护与控制Issue(7):67-72,6.

基于DEA的电网绩效评估方法

A grid performance assessment method based on DEA

闫志雄 1张宁 2宋红芳 2马蕾 2方大川 1杨莉1

作者信息

  • 1. 浙江大学电气工程学院,浙江 杭州 310027
  • 2. 浙江省电力公司,浙江 杭州 310007
  • 折叠

摘要

Abstract

This paper studies the performance assessment and regulation for power enterprise, and proposes a grid performance assessment method based on Data Envelopment Analysis (DEA) considering the power grid operation characteristics, the performance assessment requirements, and the data availability. In the method, R-clustering technology is used for input and output selection. Based on the input and output index, Q-clustering technology is used to classify the power grids. And then the validity of the classification is tested by statistical criterions. Furthermore, the power grids belonging to the same cluster are treated by DEA. The grids which can not be analyzed effectively by DEA are projected by introducing the slack variables to illustrate the optimal route for the performance improvement, which is a delicacy DEA performance method. In the end, real data of the 11th-Five-Year Plan period and 2011 provided by China Electricity Council are used to conduct an empirical analysis of provincial-level power grid performance and it illustrates the effectiveness and practicability of the proposed method.

关键词

R型聚类/Q型聚类/DEA/电网/绩效评估

Key words

R-clustering/Q-clustering/DEA/grid/performance assessment

分类

信息技术与安全科学

引用本文复制引用

闫志雄,张宁,宋红芳,马蕾,方大川,杨莉..基于DEA的电网绩效评估方法[J].电力系统保护与控制,2014,(7):67-72,6.

基金项目

国家高技术研究发展计划863计划(2012AA050204);国网科技项目(“十一五”期间及2011年重点省市电网统计调查)This work is supported by National High-tech Research and Development Program of China (863 Program)(No.2012AA050204) (“十一五”期间及2011年重点省市电网统计调查)

电力系统保护与控制

OA北大核心CSCDCSTPCD

1674-3415

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