Load-frequency regulation under a bilateral LFC scheme using flexible neural networks

被引:0
|
作者
Bevrani, H. [1 ]
Hiyama, T.
Mitani, Y.
Tsuji, K.
Teshnehlab, M.
机构
[1] Kumamoto Univ, Dept Elect & Comp Engn, Kumamoto 8608555, Japan
[2] Kyushu Inst Technol, Dept Elect Engn, Kitakyushu, Fukuoka 8048550, Japan
[3] Osaka Univ, Dept Elect Engn, Suita, Osaka 5650871, Japan
[4] KNT Univ Technol, Dept Elect Engn, Tehran 16315 1355, Iran
来源
ENGINEERING INTELLIGENT SYSTEMS FOR ELECTRICAL ENGINEERING AND COMMUNICATIONS | 2006年 / 14卷 / 02期
关键词
Load Frequency Control; bilateral LFC scheme; artificial neural network; flexible sigmoid function; back propagation algorithm;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
A new approach based on artificial Flexible Neural Networks (FNNs) is proposed to design of load frequency controller for a large scale power system in a deregulated environment. In this approach, the power system is considered as a collection of separate control areas under the bilateral Load Frequency Control (LFC) scheme. Each control area which is introduced by one or more distribution companies, can buy electric power from some generation companies to supply the area-load. The control area is responsible to perform its own LFC by buying enough power from pre-specified generation companies, which equipped with a FNNs based load frequency controller. The proposed control strategy is applied to a 3-control area power system. The resulting controllers are shown to minimize the effect of disturbances and achieve acceptable frequency regulation in the presence of load variations and line disturbances.
引用
收藏
页码:109 / 117
页数:9
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