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Sensored Field Oriented Control of a Robust Induction Motor Drive Using a Novel Boundary Layer Fuzzy Controller
UMPEDAC, University of Malaya, Kuala Lumpur 50603, Malaysia
Electrical Engineering Department, Islamic Azad University Majlesi Branch, Esfahan, 8631656451, Iran
Electrical Engineering Department, Lakehead University, Thunder Bay, ON P7B 5E1, Canada
* Author to whom correspondence should be addressed.
Received: 28 October 2013; in revised form: 2 December 2013 / Accepted: 10 December 2013 / Published: 10 December 2013
Abstract: Physical sensors have a key role in implementation of real-time vector control for an induction motor (IM) drive. This paper presents a novel boundary layer fuzzy controller (NBLFC) based on the boundary layer approach for speed control of an indirect field-oriented control (IFOC) of an induction motor (IM) drive using physical sensors. The boundary layer approach leads to a trade-off between control performances and chattering elimination. For the NBLFC, a fuzzy system is used to adjust the boundary layer thickness to improve the tracking performance and eliminate the chattering problem under small uncertainties. Also, to eliminate the chattering under the possibility of large uncertainties, the integral filter is proposed inside the variable boundary layer. In addition, the stability of the system is analyzed through the Lyapunov stability theorem. The proposed NBLFC based IM drive is implemented in real-time using digital signal processor (DSP) board TI TMS320F28335. The experimental and simulation results show the effectiveness of the proposed NBLFC based IM drive at different operating conditions.
Keywords: variable boundary layer approach; boundary layer fuzzy controller; integral filter; speed control; induction motor keyword; current transducer sensor; position sensor
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Cite This Article
MDPI and ACS Style
Saghafinia, A.; Ping, H.W.; Uddin, M.N. Sensored Field Oriented Control of a Robust Induction Motor Drive Using a Novel Boundary Layer Fuzzy Controller. Sensors 2013, 13, 17025-17056.
Saghafinia A, Ping HW, Uddin MN. Sensored Field Oriented Control of a Robust Induction Motor Drive Using a Novel Boundary Layer Fuzzy Controller. Sensors. 2013; 13(12):17025-17056.
Saghafinia, Ali; Ping, Hew W.; Uddin, Mohammad N. 2013. "Sensored Field Oriented Control of a Robust Induction Motor Drive Using a Novel Boundary Layer Fuzzy Controller." Sensors 13, no. 12: 17025-17056.