Adaptive fuzzy logic-controlled surface mount permanent magnet synchronous motor drive Academic Article

abstract

• 2014 The Author(s). Published by Taylor & Francis. Permanent magnet synchronous machines (PMSMs) are becoming popular in industries due to their fast transient response, high power density and high efficiency. This paper presents rotor field-oriented control of a surface mount permanent magnet synchronous motor drive with a fuzzy logic-based speed controller. A model reference adaptive fuzzy logic controller is utilised in the place of a conventional speed proportional plus integral (PI) controller. Simulation and experimental results are provided to show the applicability of artificial intelligence-based speed control of PMSMs. Results are presented for both conventional PI-based control and proposed adaptive fuzzy logic control and compared. The novelty of the paper lies in the experimental implementation of the adaptive fuzzy logic controller in vector-controlled PMSM drive.

authors

• Abu-Rub, Haitham
• Nounou, Hazem

published proceedings

• SYSTEMS SCIENCE & CONTROL ENGINEERING

altmetric score

• 1.1

author list (cited authors)

• Iqbal, A., Abu-Rub, H., & Nounou, H.

citation count

• 13

complete list of authors

• Iqbal, Atif||Abu-Rub, Haitham||Nounou, Hazem

publication date

• December 2014

publisher

• Taylor & Francis  Publisher

published in

• Systems Science and Control Engineering  Journal

keywords

• Fuzzy Logic
• Model Reference Learning Controller
• Permanent Magnet

Digital Object Identifier (DOI)

• 10.1080/21642583.2014.915203

start page

• 465

end page

• 475

volume

• 2

issue

• 1

URL

• http://dx.doi.org/10.1080/21642583.2014.915203

user-defined tag

• 7 Affordable and Clean Energy