电测与仪表2017，Vol.54Issue(9)：18-23,6.
基于混合GEP的配电低压台区综合评价算法
Comprehensive evaluation algorithm of distribution low voltage station area based on hybrid GEP
摘要
Abstract
Comprehensive evaluation of distribution low voltage station area is essential for the operation and monitoring of smart distribution network.The existing comprehensive evaluation methods of the low voltage station area is very subjective,and the factors affecting the comprehensive evaluation are too many to lead to the low accuracy of the evaluation model.In order to solve this problem,comprehensive evaluation algorithm of low voltage station area in smart distribution network based on hybrid gene expression programming is proposed which combines with rough set theory.Firstly,based on the idea of rough set,the optimal reduction is solved by the calculation of the dependence degree of the comprehensive evaluation decision table.Secondly,comprehensive evaluation function of low voltage station area in distribution network is mined by gene expression programming.Finally,the purpose of the evaluation and prediction of the low voltage station area operation state is evaluated based on the function model.Experimental results show that comprehensive evaluation function model on distribution low voltage station area based on the proposed algorithm has high efficiency of function mining,accuracy of prediction and strong practicality.关键词
粗糙集/基因表达式编程/配电台区/综合评价Key words
rough set/gene expression programming/distribution network/comprehensive evaluation分类
信息技术与安全科学引用本文复制引用
王栋,蒋亮,江陈桢,李珺涵,胡斌,朱力鹏,邓松..基于混合GEP的配电低压台区综合评价算法[J].电测与仪表,2017,54(9):18-23,6.基金项目
国家自然科学基金资助项目(51507084) （51507084）
中国博士后基金资助项目(2016M591890) （2016M591890）
