收稿日期: 2013-12-02
修回日期: 2014-02-19
网络出版日期: 2014-03-03
基金资助
国家自然科学基金资助项目(51277078)
Emergency Voltage Control Based on Action- Dependent Heuristic Dynamic Programming
Received date: 2013-12-02
Revised date: 2014-02-19
Online published: 2014-03-03
Supported by
国家自然科学基金资助项目(51277078)
关键词: 长期电压稳定; 紧急电压控制; 执行依赖启发式动态规划
冯小峰 刘明波 . 基于执行依赖启发式动态规划的紧急电压控制[J]. 华南理工大学学报(自然科学版), 2014 , 42(4) : 19 -25,58 . DOI: 10.3969/j.issn.1000-565X.2014.04.004
Aiming at long- term voltage stabilization scenarios,an emergency voltage controller based on the action-dependent heuristic dynamic programming is designed and is applied to the long- term voltage stabilization of powersystems by coordinating different control schemes.In the investigation,first,an utility function is presented byusing the quadric form of the deviation between bus voltage and its reference value in each control period,and acost- to- go function is constructed by accumulating the utility function in future design.Then,a dynamic program-ming model for long- term voltage stabilization is established.Moreover,two BP neural networks are employed to de-sign the critic network and the action network,respectively,and the Bellman equation is employed to train the cri-tic network which approximates the cost- to- go function and the action network which produces optimal control out-puts,thus obtaining the solution of the dynamic programming model.Finally,a time- domain simulation of NewEngland 10- machine 39- bus system is carried out using PSAT,and the results verify the feasibility and effectivenessof the proposed method.
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