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Particle Swarm Optimised Controller for Solid-State Transfer Switch Towards Fast Power Transfer and PQ Mitigation

Controllers; Energy transfer; Errors; Fuzzy logic; Harmonic analysis; Particle swarm optimization (PSO); Power quality; Fitness functions; Fuzzy logic controllers; Harmonic elimination; Nonlinear load; Optimisations; Particle swarm; Power transfers; Solid-state transfer switches; Swarm optimization;...

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Main Authors: Sebastian G., Hannan M.A., Al-Shetwi A.Q., Ker P.J., Muttaqi K.M., Uddin M.N.
Other Authors: 57226837069
Format: Conference Paper
Published: Institute of Electrical and Electronics Engineers Inc. 2023
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spelling my.uniten.dspace-270552023-05-29T17:39:05Z Particle Swarm Optimised Controller for Solid-State Transfer Switch Towards Fast Power Transfer and PQ Mitigation Sebastian G. Hannan M.A. Al-Shetwi A.Q. Ker P.J. Muttaqi K.M. Uddin M.N. 57226837069 7103014445 57004922700 37461740800 55582332500 55663372800 Controllers; Energy transfer; Errors; Fuzzy logic; Harmonic analysis; Particle swarm optimization (PSO); Power quality; Fitness functions; Fuzzy logic controllers; Harmonic elimination; Nonlinear load; Optimisations; Particle swarm; Power transfers; Solid-state transfer switches; Swarm optimization; Transfer time; Membership functions This study proposes a solid-state transfer switch (SSTS) using fuzzy logic controller (FLC) design approach for enhancing the productivity and effectiveness of FLCs under harmonics conditions of a non-linear load using particle swarm optimization (PSO). A PSO-based FLC (PSOF) fitness function is also used to optimise and reduce the MSE to enhance the load transfer performance in a short period of time. The PSOF approach eliminates the time-consuming conventional trial-and-error method of deriving membership functions (MFs). Based on the fitness function evaluation findings, the created adaptive MFs are incorporated into voltage error and rate of change of voltage error for input and output. A harmonic filter is used to remove unwanted harmonic components induced by linear and nonlinear loads. To make sure the proposed control system works, the results are looked at both with and without PSO. The obtained transfer times were reduced by about 2ms, 4.35ms, 3.68ms and 3.56ms for 100%, 50%, 25% and 10% respectively, by optimising the fuzzy based system with PSO. Optimisation resulted in a total transfer time of 0.5ms, 8.72ms, 7.88ms and 7.32ms for 100%, 50%, 25% and 10% voltage sag, respectively. The design procedure and accuracy of the developed FLC are illustrated and investigated via simulation tests for the SSTS system. Results show that the optimised fuzzy controller is better than those obtained without the PSO algorithm in all tested cases in terms of transfer time and detection time and harmonic reduction. � 2022 IEEE. Final 2023-05-29T09:39:05Z 2023-05-29T09:39:05Z 2022 Conference Paper 10.1109/IAS54023.2022.9940031 2-s2.0-85142860765 https://www.scopus.com/inward/record.uri?eid=2-s2.0-85142860765&doi=10.1109%2fIAS54023.2022.9940031&partnerID=40&md5=ef28dcc98151e44bac454183fadc81ea https://irepository.uniten.edu.my/handle/123456789/27055 2022-October Institute of Electrical and Electronics Engineers Inc. Scopus
institution Universiti Tenaga Nasional
building UNITEN Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Tenaga Nasional
content_source UNITEN Institutional Repository
url_provider http://dspace.uniten.edu.my/
description Controllers; Energy transfer; Errors; Fuzzy logic; Harmonic analysis; Particle swarm optimization (PSO); Power quality; Fitness functions; Fuzzy logic controllers; Harmonic elimination; Nonlinear load; Optimisations; Particle swarm; Power transfers; Solid-state transfer switches; Swarm optimization; Transfer time; Membership functions
author2 57226837069
author_facet 57226837069
Sebastian G.
Hannan M.A.
Al-Shetwi A.Q.
Ker P.J.
Muttaqi K.M.
Uddin M.N.
format Conference Paper
author Sebastian G.
Hannan M.A.
Al-Shetwi A.Q.
Ker P.J.
Muttaqi K.M.
Uddin M.N.
spellingShingle Sebastian G.
Hannan M.A.
Al-Shetwi A.Q.
Ker P.J.
Muttaqi K.M.
Uddin M.N.
Particle Swarm Optimised Controller for Solid-State Transfer Switch Towards Fast Power Transfer and PQ Mitigation
author_sort Sebastian G.
title Particle Swarm Optimised Controller for Solid-State Transfer Switch Towards Fast Power Transfer and PQ Mitigation
title_short Particle Swarm Optimised Controller for Solid-State Transfer Switch Towards Fast Power Transfer and PQ Mitigation
title_full Particle Swarm Optimised Controller for Solid-State Transfer Switch Towards Fast Power Transfer and PQ Mitigation
title_fullStr Particle Swarm Optimised Controller for Solid-State Transfer Switch Towards Fast Power Transfer and PQ Mitigation
title_full_unstemmed Particle Swarm Optimised Controller for Solid-State Transfer Switch Towards Fast Power Transfer and PQ Mitigation
title_sort particle swarm optimised controller for solid-state transfer switch towards fast power transfer and pq mitigation
publisher Institute of Electrical and Electronics Engineers Inc.
publishDate 2023
_version_ 1806428443065188352
score 13.222552

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