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Design and optimisation of a fuzzy-PI controlled modified inverter-based PMSM drive employed in a light weight electric vehicle

Computer circuits; Controllers; DC-DC converters; Electric drives; Electric inverters; Electric machine control; Electric vehicles; Fuzzy control; Fuzzy logic; Particle swarm optimization (PSO); Pulse width modulation; Stochastic systems; Synchronous motors; Traction motors; Traffic signals; Voltage...

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Main Authors: Sain C., Banerjee A., Biswas P.K., Azar A.T., Babu T.S.
Other Authors: 57188862516
Format: Article
Published: Inderscience Publishers 2023
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spelling my.uniten.dspace-271962023-05-29T17:40:49Z Design and optimisation of a fuzzy-PI controlled modified inverter-based PMSM drive employed in a light weight electric vehicle Sain C. Banerjee A. Biswas P.K. Azar A.T. Babu T.S. 57188862516 57188863232 57197649799 57208175025 56267551500 Computer circuits; Controllers; DC-DC converters; Electric drives; Electric inverters; Electric machine control; Electric vehicles; Fuzzy control; Fuzzy logic; Particle swarm optimization (PSO); Pulse width modulation; Stochastic systems; Synchronous motors; Traction motors; Traffic signals; Voltage control; FLC; Fuzzy logic controllers; Optimisations; Permanent Magnet Synchronous Motor; Pulsewidth modulations (PWM); Permanent magnets In this paper, a pulse width modulation (PWM) controlled permanent magnet synchronous motor (PMSM) is designed and illustrated using fuzzy logic control. The traditional PI controller is modified as a fuzzy-PI controller for faster dynamic response. The fuzzy logic operated speed controller ensures an almost zero steady-state speed error in this proposed approach. In addition, a stochastic optimisation tool such as the updated particle swarm optimisation (PSO) technique is used to optimise the performance of the proposed fuzzy logic controller. The economical as well as robust design procedure for the buck converter fed VSI is also proposed. With the configuration of the inverter, an improved over-current protection method is developed for the permanent magnet motor in a real-time light electric vehicle. Later, the control strategy of the developed prototype is tested and verified using a low-cost microcontroller. Furthermore, to improve the robustness of the drive, sensorless speed estimation procedure is also adopted in the real-time setup. Finally, simulations and test results reveal the efficacy of this proposed approach over the existing control topologies. Copyright � 2022 Inderscience Enterprises Ltd. Final 2023-05-29T09:40:48Z 2023-05-29T09:40:48Z 2022 Article 10.1504/IJAAC.2022.122603 2-s2.0-85130096120 https://www.scopus.com/inward/record.uri?eid=2-s2.0-85130096120&doi=10.1504%2fIJAAC.2022.122603&partnerID=40&md5=5adc8c26c15ba99b6035391bcce256d7 https://irepository.uniten.edu.my/handle/123456789/27196 16 3-Apr 459 488 Inderscience Publishers 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 Computer circuits; Controllers; DC-DC converters; Electric drives; Electric inverters; Electric machine control; Electric vehicles; Fuzzy control; Fuzzy logic; Particle swarm optimization (PSO); Pulse width modulation; Stochastic systems; Synchronous motors; Traction motors; Traffic signals; Voltage control; FLC; Fuzzy logic controllers; Optimisations; Permanent Magnet Synchronous Motor; Pulsewidth modulations (PWM); Permanent magnets
author2 57188862516
author_facet 57188862516
Sain C.
Banerjee A.
Biswas P.K.
Azar A.T.
Babu T.S.
format Article
author Sain C.
Banerjee A.
Biswas P.K.
Azar A.T.
Babu T.S.
spellingShingle Sain C.
Banerjee A.
Biswas P.K.
Azar A.T.
Babu T.S.
Design and optimisation of a fuzzy-PI controlled modified inverter-based PMSM drive employed in a light weight electric vehicle
author_sort Sain C.
title Design and optimisation of a fuzzy-PI controlled modified inverter-based PMSM drive employed in a light weight electric vehicle
title_short Design and optimisation of a fuzzy-PI controlled modified inverter-based PMSM drive employed in a light weight electric vehicle
title_full Design and optimisation of a fuzzy-PI controlled modified inverter-based PMSM drive employed in a light weight electric vehicle
title_fullStr Design and optimisation of a fuzzy-PI controlled modified inverter-based PMSM drive employed in a light weight electric vehicle
title_full_unstemmed Design and optimisation of a fuzzy-PI controlled modified inverter-based PMSM drive employed in a light weight electric vehicle
title_sort design and optimisation of a fuzzy-pi controlled modified inverter-based pmsm drive employed in a light weight electric vehicle
publisher Inderscience Publishers
publishDate 2023
_version_ 1806423356601270272
score 13.211869

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