Back to Search Start Over

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

Authors :
Shiba R. Paital
Hoay Beng Gooi
Asit Mohanty
Gehan A. J. Amaratunga
Y. S. Eddy Foo
Ashok Krishnan
Prakash K. Ray
Source :
IEEE Transactions on Industry Applications. 55:6486-6498
Publication Year :
2019
Publisher :
Institute of Electrical and Electronics Engineers (IEEE), 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.

Details

ISSN :
19399367 and 00939994
Volume :
55
Database :
OpenAIRE
Journal :
IEEE Transactions on Industry Applications
Accession number :
edsair.doi...........d1f577a0743236213de4e5beffae87f6
Full Text :
https://doi.org/10.1109/tia.2019.2938473