Comparison of the fuzzy logic and "classical" methods for robust tuning of multiple PSSs

Soon Kiat Yee; J. V. Milanović

doi:10.1109/PES.2005.1489409

Comparison of the fuzzy logic and "classical" methods for robust tuning of multiple PSSs

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Abstract

Though there have been renewed interests in Fuzzy Logic implementation in a Power system, the dependence of Fuzzy Logic on expert experience and a prior knowledge had severely limited the popularity of it in the Power industry. This paper proposes systematic method to design a Fuzzy Logic Controller (FLC) without the need for a prior knowledge of the system operation. The systematic method involves the formulation of the rule base with an analytical formula based on the reduction of a Performance index. It is applied on a FLC with the aim to track the speed deviation to zero. Results obtained have indicated that the designed FLC is successful in stabilizing the system for a large number and wide range of contingencies displaying good and robust performance. ©2005 IEEE.

Original language	English
Title of host publication	2005 IEEE Power Engineering Society General Meeting\|Power Eng. Soc. Gen. Meet.
Pages	1375-1380
Number of pages	5
Volume	2
DOIs	https://doi.org/10.1109/PES.2005.1489409
Publication status	Published - 2005
Event	2005 IEEE Power Engineering Society General Meeting - San Francisco, CA Duration: 1 Jul 2005 → …

Conference

Conference	2005 IEEE Power Engineering Society General Meeting
City	San Francisco, CA
Period	1/07/05 → …

Keywords

Fuzzy Logic
Performance index
PSS
Robust
Systematic

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10.1109/PES.2005.1489409

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title = "Comparison of the fuzzy logic and {"}classical{"} methods for robust tuning of multiple PSSs",

abstract = "Though there have been renewed interests in Fuzzy Logic implementation in a Power system, the dependence of Fuzzy Logic on expert experience and a prior knowledge had severely limited the popularity of it in the Power industry. This paper proposes systematic method to design a Fuzzy Logic Controller (FLC) without the need for a prior knowledge of the system operation. The systematic method involves the formulation of the rule base with an analytical formula based on the reduction of a Performance index. It is applied on a FLC with the aim to track the speed deviation to zero. Results obtained have indicated that the designed FLC is successful in stabilizing the system for a large number and wide range of contingencies displaying good and robust performance. {\textcopyright}2005 IEEE.",

keywords = "Fuzzy Logic, Performance index, PSS, Robust, Systematic",

author = "Yee, {Soon Kiat} and Milanovi{\'c}, {J. V.}",

year = "2005",

doi = "10.1109/PES.2005.1489409",

language = "English",

isbn = "078039156X",

volume = "2",

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booktitle = "2005 IEEE Power Engineering Society General Meeting|Power Eng. Soc. Gen. Meet.",

note = "2005 IEEE Power Engineering Society General Meeting ; Conference date: 01-07-2005",

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T1 - Comparison of the fuzzy logic and "classical" methods for robust tuning of multiple PSSs

AU - Yee, Soon Kiat

AU - Milanović, J. V.

PY - 2005

Y1 - 2005

N2 - Though there have been renewed interests in Fuzzy Logic implementation in a Power system, the dependence of Fuzzy Logic on expert experience and a prior knowledge had severely limited the popularity of it in the Power industry. This paper proposes systematic method to design a Fuzzy Logic Controller (FLC) without the need for a prior knowledge of the system operation. The systematic method involves the formulation of the rule base with an analytical formula based on the reduction of a Performance index. It is applied on a FLC with the aim to track the speed deviation to zero. Results obtained have indicated that the designed FLC is successful in stabilizing the system for a large number and wide range of contingencies displaying good and robust performance. ©2005 IEEE.

AB - Though there have been renewed interests in Fuzzy Logic implementation in a Power system, the dependence of Fuzzy Logic on expert experience and a prior knowledge had severely limited the popularity of it in the Power industry. This paper proposes systematic method to design a Fuzzy Logic Controller (FLC) without the need for a prior knowledge of the system operation. The systematic method involves the formulation of the rule base with an analytical formula based on the reduction of a Performance index. It is applied on a FLC with the aim to track the speed deviation to zero. Results obtained have indicated that the designed FLC is successful in stabilizing the system for a large number and wide range of contingencies displaying good and robust performance. ©2005 IEEE.

KW - Fuzzy Logic

KW - Performance index

KW - PSS

KW - Robust

KW - Systematic

U2 - 10.1109/PES.2005.1489409

DO - 10.1109/PES.2005.1489409

M3 - Conference contribution

SN - 078039156X

SN - 9780780391567

VL - 2

SP - 1375

EP - 1380

BT - 2005 IEEE Power Engineering Society General Meeting|Power Eng. Soc. Gen. Meet.

T2 - 2005 IEEE Power Engineering Society General Meeting

Y2 - 1 July 2005

ER -

Comparison of the fuzzy logic and "classical" methods for robust tuning of multiple PSSs

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Keywords

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