Fuzzy-SMC-PI flux and speed control for induction motors

This paper presents the design and implementation of Fuzzy-SMC-PI methodology to control the flux and speed of an induction motor. The Fuzzy-SMC-PI is basically a combination of Sliding Mode Control (SMC) and PI control methodologies through fuzzy logic. In this strategy, SMC is responsive during tr...

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Main Authors: Mohamed, H.A.F., Lau, E.L., Yang, S.S., Moghavvemi, M.
Format: Conference or Workshop Item
Published: 2008
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Online Access:http://eprints.um.edu.my/9721/
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spelling my.um.eprints.97212017-11-23T02:13:21Z http://eprints.um.edu.my/9721/ Fuzzy-SMC-PI flux and speed control for induction motors Mohamed, H.A.F. Lau, E.L. Yang, S.S. Moghavvemi, M. TA Engineering (General). Civil engineering (General) This paper presents the design and implementation of Fuzzy-SMC-PI methodology to control the flux and speed of an induction motor. The Fuzzy-SMC-PI is basically a combination of Sliding Mode Control (SMC) and PI control methodologies through fuzzy logic. In this strategy, SMC is responsive during transient state while PI control becomes fully active in the steady state area. This will ensure that the final controller will avoid SMC's inherent chattering problem in steady state and PI's sensitivity, overshoot, long settling time and rise time problems. The combination of both control strategies through fuzzy logic provides a mean to create a hybrid control strategy that produce minimum overshoot, faster settling time and an almost chatter free system. The resulting hybrid system operates by sliding between SMC and PI mode depending on the condition imposed by internal parameter perturbation and external factors such as load torque. Simulations of the proposed Fuzzy-SMC-PI strategy on the flux and speed controllers displayed diminished chatter, overshoot and significant reduction of settling time. One other significant result of applying Fuzzy-SMC-PI strategy on the flux component of the system is that optimum flux level is attained fairly quicker. This resulted in faster rise time and the motor reaching its targeted speed much earlier. 2008-09 Conference or Workshop Item PeerReviewed Mohamed, H.A.F. and Lau, E.L. and Yang, S.S. and Moghavvemi, M. (2008) Fuzzy-SMC-PI flux and speed control for induction motors. In: 2008 IEEE International Conference on Robotics, Automation and Mechatronics, RAM 2008, 21 - 24 September 2008, Chengdu,China.
institution Universiti Malaya
building UM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Malaya
content_source UM Research Repository
url_provider http://eprints.um.edu.my/
topic TA Engineering (General). Civil engineering (General)
spellingShingle TA Engineering (General). Civil engineering (General)
Mohamed, H.A.F.
Lau, E.L.
Yang, S.S.
Moghavvemi, M.
Fuzzy-SMC-PI flux and speed control for induction motors
description This paper presents the design and implementation of Fuzzy-SMC-PI methodology to control the flux and speed of an induction motor. The Fuzzy-SMC-PI is basically a combination of Sliding Mode Control (SMC) and PI control methodologies through fuzzy logic. In this strategy, SMC is responsive during transient state while PI control becomes fully active in the steady state area. This will ensure that the final controller will avoid SMC's inherent chattering problem in steady state and PI's sensitivity, overshoot, long settling time and rise time problems. The combination of both control strategies through fuzzy logic provides a mean to create a hybrid control strategy that produce minimum overshoot, faster settling time and an almost chatter free system. The resulting hybrid system operates by sliding between SMC and PI mode depending on the condition imposed by internal parameter perturbation and external factors such as load torque. Simulations of the proposed Fuzzy-SMC-PI strategy on the flux and speed controllers displayed diminished chatter, overshoot and significant reduction of settling time. One other significant result of applying Fuzzy-SMC-PI strategy on the flux component of the system is that optimum flux level is attained fairly quicker. This resulted in faster rise time and the motor reaching its targeted speed much earlier.
format Conference or Workshop Item
author Mohamed, H.A.F.
Lau, E.L.
Yang, S.S.
Moghavvemi, M.
author_facet Mohamed, H.A.F.
Lau, E.L.
Yang, S.S.
Moghavvemi, M.
author_sort Mohamed, H.A.F.
title Fuzzy-SMC-PI flux and speed control for induction motors
title_short Fuzzy-SMC-PI flux and speed control for induction motors
title_full Fuzzy-SMC-PI flux and speed control for induction motors
title_fullStr Fuzzy-SMC-PI flux and speed control for induction motors
title_full_unstemmed Fuzzy-SMC-PI flux and speed control for induction motors
title_sort fuzzy-smc-pi flux and speed control for induction motors
publishDate 2008
url http://eprints.um.edu.my/9721/
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score 13.159267