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A Hybrid Firefly-Swarm Optimized Fractional Order Interval Type-2 Fuzzy PID-PSS for Transient Stability Improvement.

Authors :
Ray, Prakash K.
Paital, Shiba R.
Mohanty, Asit
Foo, Y. S. Eddy
Krishnan, Ashok
Gooi, Hoay Beng
Amaratunga, Gehan A. J.
Source :
IEEE Transactions on Industry Applications. Nov/Dec2019, Vol. 55 Issue 6, p6486-6498. 13p.
Publication Year :
2019

Abstract

This article focuses on the implementation of a hybrid firefly algorithm-particle swarm optimization (FAPSO) scheme for optimizing the parameters of an interval type-2 fractional order fuzzy proportional integral derivative (IT2FOFPID)-based power system stabilizer (PSS) to minimize the low-frequency oscillations in a power system. Here, the IT2FOFPID-based PSS is designed by considering speed deviation and acceleration as input signals. In this article, a single machine infinite bus system and the New England 10 machine 39-bus power system are used for testing and comparing the approaches. Stability studies are also performed using OPAL-RT's OP5600, a real-time digital simulator. The comparative studies demonstrate that the hybrid FAPSO optimized IT2FOFPID-PSS provides better damping and stability performance when compared with the PSSs based on the FA/PSO/ hybrid genetic algorithm and bacterial foraging optimization and hybrid differential evolution and pattern search optimized IT2FOFPID approaches under various operating scenarios. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
00939994
Volume :
55
Issue :
6
Database :
Academic Search Index
Journal :
IEEE Transactions on Industry Applications
Publication Type :
Academic Journal
Accession number :
139682229
Full Text :
https://doi.org/10.1109/TIA.2019.2938473