A hybrid controller for the speed control of a permanent magnet synchronous motor drive

This paper introduces a hybrid controller (HC) which consists of a parallel connected sliding mode controller (SMC) and a neuro-fuzzy controller (NFC) for the speed control of a permanent magnet synchronous motor (PMSM) drive. The aim of this study is to obtain a controller that eliminates the chatt...

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Bibliographic Details
Published in:Control engineering practice 2008-03, Vol.16 (3), p.260-270
Main Authors: Elmas, Cetin, Ustun, Oguz
Format: Article
Language:English
Subjects:
Applied sciences
Computer science
control theory
systems
Control theory. Systems
D.c. Machines
Electrical engineering. Electrical power engineering
Electrical machines
Exact sciences and technology
Fuzzy logic control
Neural networks
Permanent magnet synchronous motor drive
Regulation and control
Sliding mode control
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Summary:This paper introduces a hybrid controller (HC) which consists of a parallel connected sliding mode controller (SMC) and a neuro-fuzzy controller (NFC) for the speed control of a permanent magnet synchronous motor (PMSM) drive. The aim of this study is to obtain a controller that eliminates the chattering phenomenon and provides a fast and smooth dynamic response for the speed control of a PMSM drive. Therefore, using an error band method, the system is controlled by the SMC to get a fast dynamic response in transient mode and is also controlled by the NFC to get a smooth dynamic response in steady state mode. To illustrate the performance of the proposed controller, the simulation and experimental studies are presented separately for the SMC, NFC and HC. The results are compared with each other and discussed in detail.
ISSN:0967-0661
1873-6939
DOI:10.1016/j.conengprac.2007.04.016