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基于Levenberg-Marquardt算法的大规模系统无功补偿决策方法

燕思旻 沈沉 王雅婷

中国电机工程学报2016,Vol.36Issue(18):4864-4872,9.
中国电机工程学报2016,Vol.36Issue(18):4864-4872,9.DOI:10.13334/j.0258-8013.pcsee.160804

基于Levenberg-Marquardt算法的大规模系统无功补偿决策方法

Levenberg-Marguardt Algorithm Based VAR Compensation Method for Large-scale Power Systems

燕思旻 1沈沉 1王雅婷2

作者信息

  • 1. 清华大学电机工程与应用电子技术系,北京市 海淀区 100084
  • 2. 中国电力科学研究院,北京市 海淀区 100192
  • 折叠

摘要

Abstract

ABSTRACT:A novel approach was proposed to determine the location and capacity of reactive power compensation for large-scale power systems. This approach considered not only the overall load capacity of the system but also the ability of vulnerable nodes to resist load disturbance. This paper firstly designed the vulnerability indicator for vulnerable nodes recognition in the system, and then the voltage stability optimization model was established. Finally self-adaptive Levenberg-Marquardt (LM) algorithm was improved to solve the optimization model. Comparing to the traditional optimal power flow (OPF) algorithms, this work demonstrates high optimization ability and calculation performance. The robustness and practicability of the method were tested in standard and real systems.

关键词

电压稳定性/薄弱环节/稳定裕度/无功补偿/Levenberg-Marquardt算法

Key words

voltage stability/vulnerable nodes/stability margin/reactive power compensation/Levenberg-Marquardt algorithm

分类

信息技术与安全科学

引用本文复制引用

燕思旻,沈沉,王雅婷..基于Levenberg-Marquardt算法的大规模系统无功补偿决策方法[J].中国电机工程学报,2016,36(18):4864-4872,9.

基金项目

国家电网公司科技项目(XT17-15-026)。Key Technology Project of State Grid Corporation of China (XT17-15-026) (XT17-15-026)

中国电机工程学报

OA北大核心CSCDCSTPCD

0258-8013

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