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基于负荷特征库的大用户供电接入决策方法

骆柏锋 穆云飞 贾宏杰 余晓丹 戚艳 王旭东

电力系统自动化2018,Vol.42Issue(6):66-72,7.
电力系统自动化2018,Vol.42Issue(6):66-72,7.DOI:10.7500/AEPS20170805001

基于负荷特征库的大用户供电接入决策方法

Decision Method of Power Supply Access for Large Consumers Based on Load Feature Library

骆柏锋 1穆云飞 1贾宏杰 1余晓丹 1戚艳 2王旭东2

作者信息

  • 1. 智能电网教育部重点实验室(天津大学),天津市300072
  • 2. 国网天津市电力公司电力科学研究院,天津市300384
  • 折叠

摘要

Abstract

With the reformation of electric power system,the expansion of distribution network is an important part of improving the power supply service level and asset utilization of large consumers.Due to the ignorance of load characteristics, the load with the same temporal distribution can be easily connected to the same power supply terminal,which may lead to a series of problems,such as the low utilization,and low voltage of distribution network.For this reason,a load access decision method of large consumers based on load feature library is proposed.Firstly,the load feature library of large consumers is constructed by fuzzy C-means clustering.Then,a decision tree model is used to identify the load pattern of large consumers. At last,a load access optimization model is proposed.The optimization model is aimed at the load balancing of different power supply terminals.The effectiveness of the proposed method is verified by a real project example.

关键词

负荷分类/业扩报装/负荷均衡/供电接入/大用户

Key words

load classification/business expansion/load balance/power supply access/large consumer

引用本文复制引用

骆柏锋,穆云飞,贾宏杰,余晓丹,戚艳,王旭东..基于负荷特征库的大用户供电接入决策方法[J].电力系统自动化,2018,42(6):66-72,7.

基金项目

国家自然科学基金资助项目(51677124) (51677124)

国家重点研发计划资助项目(2017YFB0903300).This work is supported by National Natural Science Foundation of China(No.51677124)and National Key R&D Program of China(No.2017YFB0903300). (2017YFB0903300)

电力系统自动化

OA北大核心CSCDCSTPCD

1000-1026

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