Optimal Fuzzy Inference System incorporated with stability index tracing: An application for effective load shedding

被引:13
作者
Hamid, Zulkiffli Abdul [1 ]
Musirin, Ismail [1 ]
机构
[1] Univ Teknol MARA, Dept Elect Engn, Shah Alam, Selangor, Malaysia
关键词
BX-CACO; FVSI-LT; IFIS; OFIS; SUPPORT VECTOR MACHINE; POWER-FLOW; SCHEME; REAL; OPTIMIZATION; ALLOCATION; ALGORITHM;
D O I
10.1016/j.eswa.2013.07.105
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The application of fuzzy logic as a decision maker has been widely implemented for solving various engineering problems, especially in the field of voltage stability improvement. Because of this sophisticated tool is very suitable for non-linear system and easy for implementation, many researchers have taken initiative to formulate it according to their point of view. In the meantime, the electricity tracing techniques have also been developed through various theories, nevertheless, only transmission service pricing and electricity deregulation become the subjects of discussion when implementing it. In virtue of that, this paper proposes a new technique for locating the suitable load buses for the purpose of load shedding considering multi-contingencies, that is, by means of stability index tracing. The amount of load power to be shed is determined via a modified version of fuzzy system, which consists of improved membership functions by optimization algorithm. Experiment on IEEE 57-bus and 118-bus reliability test systems (RTS) validates the feasibility of the proposed technique for real system application. Crown Copyright (C) 2013 Published by Elsevier Ltd. All rights reserved.
引用
收藏
页码:1095 / 1103
页数:9
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