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含风电场电力系统的动态经济调度分散随机优化方法

朱涛 朱建全 刘明波 赵文猛

电力系统自动化2017,Vol.41Issue(11):48-54,7.
电力系统自动化2017,Vol.41Issue(11):48-54,7.

含风电场电力系统的动态经济调度分散随机优化方法

Decentralized Stochastic Optimization Method for Dynamic Economic Dispatch of Power System with Wind Farms

朱涛 1朱建全 1刘明波 1赵文猛2

作者信息

  • 1. 华南理工大学电力学院,广东省广州市 510640
  • 2. 南方电网科学研究院有限责任公司,广东省广州市 510080
  • 折叠

摘要

Abstract

Responding to the privacy and the uncertainty problems of the dynamic economic dispatch of power system with wind farms, a decentralized stochastic optimization method is proposed.The centralized optimization model of dynamic economic dispatch with wind farms is transformed into the stochastic and decentralized ones by the analysis target cascading (ATC) method.Then, each is solved by the approximate dynamic programming (ADP) method dispersedly.The phase information on boundary nodes among the areas is used to coordinate their optimization schemes iteratively.Case studies on a 6-bus and 2-area system, the IEEE multi-area systems as well as an actual power system demonstrate the effectiveness of the proposed method.

关键词

动态经济调度/分散随机优化/目标级联分析/近似动态规划

Key words

dynamic economic dispatch/decentralized stochastic optimization/analysis target cascading/approximate dynamic programming

引用本文复制引用

朱涛,朱建全,刘明波,赵文猛..含风电场电力系统的动态经济调度分散随机优化方法[J].电力系统自动化,2017,41(11):48-54,7.

基金项目

国家重点基础研究发展计划(973计划)资助项目(2013CB228205) (973计划)

This work is supported by National Basic Research Program of China (973 Program) (No.2013CB228205). (973 Program)

电力系统自动化

OA北大核心CSCDCSTPCD

1000-1026

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