An interval type-2 fuzzy logic controller for TCSC to improve the damping of power system oscillations
In this paper an interval type-2 fuzzy logic controller (IT2FLC) was proposed for thyristor controlled series capacitor (TCSC) to improve power system damping. For controller design, memberships of system variables were represented using interval type-2 fuzzy sets. The three-dimensional membership f...
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Published in | Frontiers in Energy Vol. 7; no. 3; pp. 307 - 316 |
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Main Authors | , , |
Format | Journal Article |
Language | English |
Published |
Berlin/Heidelberg
Higher Education Press
01.09.2013
Springer Berlin Heidelberg Springer Nature B.V |
Subjects | |
Online Access | Get full text |
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Summary: | In this paper an interval type-2 fuzzy logic controller (IT2FLC) was proposed for thyristor controlled series capacitor (TCSC) to improve power system damping. For controller design, memberships of system variables were represented using interval type-2 fuzzy sets. The three-dimensional membership function of type-2 fuzzy sets provided additional degree of freedom that made it possible to directly model and handle uncertainties. Simulations conducted on a single machine infinite bus (SMIB) power system showed that the proposed controller was more effective than particle swarm optimization (PSO) tuned and type-1 fuzzy logic (T1FL) based damping controllers. Robust performance of the proposed controller was also validated at different operating conditions, various disturbances and parameter variation of the transmission line parameters. |
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Bibliography: | power system oscillations, thyristor controlled series capacitor (TCSC), type-2 fuzzy logic system, interval type-2 fuzzy logic controller (IT2FLC) In this paper an interval type-2 fuzzy logic controller (IT2FLC) was proposed for thyristor controlled series capacitor (TCSC) to improve power system damping. For controller design, memberships of system variables were represented using interval type-2 fuzzy sets. The three-dimensional membership function of type-2 fuzzy sets provided additional degree of freedom that made it possible to directly model and handle uncertainties. Simulations conducted on a single machine infinite bus (SMIB) power system showed that the proposed controller was more effective than particle swarm optimization (PSO) tuned and type-1 fuzzy logic (T1FL) based damping controllers. Robust performance of the proposed controller was also validated at different operating conditions, various disturbances and parameter variation of the transmission line parameters. 11-6017/TK Document received on :2013-01-28 Document accepted on :2013-04-17 interval type-2 fuzzy logic controller (IT2FLC) power system oscillations thyristor controlled series capacitor (TCSC) type-2 fuzzy logic system ObjectType-Article-2 SourceType-Scholarly Journals-1 ObjectType-Feature-1 content type line 23 |
ISSN: | 2095-1701 2095-1698 |
DOI: | 10.1007/s11708-013-0269-3 |