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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2023
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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 |
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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 |
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57188862516 |
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57188862516 Sain C. Banerjee A. Biswas P.K. Azar A.T. Babu T.S. |
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Article |
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Sain C. Banerjee A. Biswas P.K. Azar A.T. Babu T.S. |
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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 |