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Application of Multiple Tabu Search Algorithm



Год выпуска: 2012
Автор: Saravuth Pothiya
Издательство: LAP Lambert Academic Publishing
Страниц: 116
ISBN: 9783847336761
Описание
This dissertation presents a multiple tabu search (MTS) algorithm to solve the load frequency control (LFC) and the economic dispatch (ED) problems in power system operation. The proposed MTS algorithm is the sequential execution of the individual tabu search (TS) algorithm by only one personal computer. MTS algorithm introduces additional techniques for improvement of search process, such as initialization, adaptive searches, multiple searches, replacing and restarting process. For LFC application, the proposed MTS algorithm has been applied to design a fuzzy logic controller using a proportional-integral (FLPI) and a proportional-integral-derivative (FLPID) for load frequency control. Conventionally, the membership functions and control rules of fuzzy logic control are obtained by trial and error method or experiences of designers. To overcome this problem, the MTS algorithm is proposed to simultaneously tune PI or PID gains, the membership functions and control rules of the FLPI or...


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