A new fuzzy logic controller based IPM synchronous motor drive

M. A. Abido; M. Nasir Uddin; M. A. Rahman

doi:10.1109/IEMDC.2003.1210696

A new fuzzy logic controller based IPM synchronous motor drive

M. A. Abido, M. Nasir Uddin, M. A. Rahman

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

3 Scopus citations

Abstract

This paper presents a novel fuzzy logic controller (FLC) scheme for speed control of an interior permanent magnet synchronous motor (IPMSM) drive. The proposed FLC is designed to have less computational burden, which makes it suitable for online implementation. The FLC parameters are optimized by genetic algorithm. The complete vector control scheme incorporating the FLC is successfully implemented in real-time using a digital signal processor board DS 1102 for a laboratory 1 hp interior permanent magnet (IPM) motor. The efficacy of the proposed FLC based IPMSM drive is verified by simulation as well as experimental results at different dynamic operating conditions such as sudden load change, parameter variations, step change of command speed, etc. The proposed fuzzy logic controller is found to be a robust controller for application in IPMSM drive.

Original language	English
Title of host publication	IEMDC 2003 - IEEE International Electric Machines and Drives Conference
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	1795-1801
Number of pages	7
ISBN (Electronic)	0780378172, 9780780378179
DOIs	https://doi.org/10.1109/IEMDC.2003.1210696
State	Published - 2003

Publication series

Name	IEMDC 2003 - IEEE International Electric Machines and Drives Conference
Volume	3

Bibliographical note

Publisher Copyright:
© 2003 IEEE.

Keywords

AC motors
Digital signal processors
Fuzzy logic
Genetic algorithms
Machine vector control
Magnetic materials
Motor drives
Permanent magnet motors
Synchronous motors
Velocity control

ASJC Scopus subject areas

Electrical and Electronic Engineering

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

Access to Document

10.1109/IEMDC.2003.1210696

Cite this

Abido, M. A., Nasir Uddin, M., & Rahman, M. A. (2003). A new fuzzy logic controller based IPM synchronous motor drive. In IEMDC 2003 - IEEE International Electric Machines and Drives Conference (pp. 1795-1801). Article 1210696 (IEMDC 2003 - IEEE International Electric Machines and Drives Conference; Vol. 3). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/IEMDC.2003.1210696

@inproceedings{15802279f9ea457e9528637709fe4172,

title = "A new fuzzy logic controller based IPM synchronous motor drive",

abstract = "This paper presents a novel fuzzy logic controller (FLC) scheme for speed control of an interior permanent magnet synchronous motor (IPMSM) drive. The proposed FLC is designed to have less computational burden, which makes it suitable for online implementation. The FLC parameters are optimized by genetic algorithm. The complete vector control scheme incorporating the FLC is successfully implemented in real-time using a digital signal processor board DS 1102 for a laboratory 1 hp interior permanent magnet (IPM) motor. The efficacy of the proposed FLC based IPMSM drive is verified by simulation as well as experimental results at different dynamic operating conditions such as sudden load change, parameter variations, step change of command speed, etc. The proposed fuzzy logic controller is found to be a robust controller for application in IPMSM drive.",

keywords = "AC motors, Digital signal processors, Fuzzy logic, Genetic algorithms, Machine vector control, Magnetic materials, Motor drives, Permanent magnet motors, Synchronous motors, Velocity control",

author = "Abido, \{M. A.\} and \{Nasir Uddin\}, M. and Rahman, \{M. A.\}",

note = "Publisher Copyright: {\textcopyright} 2003 IEEE.",

year = "2003",

doi = "10.1109/IEMDC.2003.1210696",

language = "English",

series = "IEMDC 2003 - IEEE International Electric Machines and Drives Conference",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

pages = "1795--1801",

booktitle = "IEMDC 2003 - IEEE International Electric Machines and Drives Conference",

address = "United States",

}

Abido, MA, Nasir Uddin, M & Rahman, MA 2003, A new fuzzy logic controller based IPM synchronous motor drive. in IEMDC 2003 - IEEE International Electric Machines and Drives Conference., 1210696, IEMDC 2003 - IEEE International Electric Machines and Drives Conference, vol. 3, Institute of Electrical and Electronics Engineers Inc., pp. 1795-1801. https://doi.org/10.1109/IEMDC.2003.1210696

A new fuzzy logic controller based IPM synchronous motor drive. / Abido, M. A.; Nasir Uddin, M.; Rahman, M. A.
IEMDC 2003 - IEEE International Electric Machines and Drives Conference. Institute of Electrical and Electronics Engineers Inc., 2003. p. 1795-1801 1210696 (IEMDC 2003 - IEEE International Electric Machines and Drives Conference; Vol. 3).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - A new fuzzy logic controller based IPM synchronous motor drive

AU - Abido, M. A.

AU - Nasir Uddin, M.

AU - Rahman, M. A.

PY - 2003

Y1 - 2003

N2 - This paper presents a novel fuzzy logic controller (FLC) scheme for speed control of an interior permanent magnet synchronous motor (IPMSM) drive. The proposed FLC is designed to have less computational burden, which makes it suitable for online implementation. The FLC parameters are optimized by genetic algorithm. The complete vector control scheme incorporating the FLC is successfully implemented in real-time using a digital signal processor board DS 1102 for a laboratory 1 hp interior permanent magnet (IPM) motor. The efficacy of the proposed FLC based IPMSM drive is verified by simulation as well as experimental results at different dynamic operating conditions such as sudden load change, parameter variations, step change of command speed, etc. The proposed fuzzy logic controller is found to be a robust controller for application in IPMSM drive.

AB - This paper presents a novel fuzzy logic controller (FLC) scheme for speed control of an interior permanent magnet synchronous motor (IPMSM) drive. The proposed FLC is designed to have less computational burden, which makes it suitable for online implementation. The FLC parameters are optimized by genetic algorithm. The complete vector control scheme incorporating the FLC is successfully implemented in real-time using a digital signal processor board DS 1102 for a laboratory 1 hp interior permanent magnet (IPM) motor. The efficacy of the proposed FLC based IPMSM drive is verified by simulation as well as experimental results at different dynamic operating conditions such as sudden load change, parameter variations, step change of command speed, etc. The proposed fuzzy logic controller is found to be a robust controller for application in IPMSM drive.

KW - AC motors

KW - Digital signal processors

KW - Fuzzy logic

KW - Genetic algorithms

KW - Machine vector control

KW - Magnetic materials

KW - Motor drives

KW - Permanent magnet motors

KW - Synchronous motors

KW - Velocity control

UR - http://www.scopus.com/inward/record.url?scp=33749543760&partnerID=8YFLogxK

U2 - 10.1109/IEMDC.2003.1210696

DO - 10.1109/IEMDC.2003.1210696

M3 - Conference contribution

AN - SCOPUS:33749543760

T3 - IEMDC 2003 - IEEE International Electric Machines and Drives Conference

SP - 1795

EP - 1801

BT - IEMDC 2003 - IEEE International Electric Machines and Drives Conference

PB - Institute of Electrical and Electronics Engineers Inc.

ER -

A new fuzzy logic controller based IPM synchronous motor drive

Abstract

Publication series

Bibliographical note

Keywords

ASJC Scopus subject areas

UN SDGs

Access to Document

Fingerprint

Cite this