A brief survey on artificial intelligence methods in synchronous motor control

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

Abstract

Many industrial applications require efficient servo drives and speed control to obtain the necessary performance with respect to different applications. As time passes, artificial intelligence has grown and replaced many traditional control methods in order to attain greater robustness to uncertainties, faster dynamic response and smaller position and speed errors. This paper briefly reviews several artificial intelligence implementations in synchronous motor control systems and briefly indicates the advantages and disadvantages of each method.

Original languageEnglish
Title of host publicationApplied Mechanics and Materials
Pages198-203
Number of pages6
Volume52-54
DOIs
Publication statusPublished - 2011
Event2011 1st International Conference on Mechanical Engineering, ICME 2011 - Phuket
Duration: 3 Apr 20114 Apr 2011

Publication series

NameApplied Mechanics and Materials
Volume52-54
ISSN (Print)16609336
ISSN (Electronic)16627482

Other

Other2011 1st International Conference on Mechanical Engineering, ICME 2011
CityPhuket
Period3/4/114/4/11

Fingerprint

Synchronous motors
Artificial intelligence
Speed control
Industrial applications
Dynamic response
Control systems
Uncertainty

Keywords

  • Evolutionary strategy
  • Fuzzy logic
  • PMSM
  • Position control
  • Speed control

ASJC Scopus subject areas

  • Engineering(all)

Cite this

Hoo, C. L., & Mohamed Haris, S. (2011). A brief survey on artificial intelligence methods in synchronous motor control. In Applied Mechanics and Materials (Vol. 52-54, pp. 198-203). (Applied Mechanics and Materials; Vol. 52-54). https://doi.org/10.4028/www.scientific.net/AMM.52-54.198

A brief survey on artificial intelligence methods in synchronous motor control. / Hoo, Choon Lih; Mohamed Haris, Sallehuddin.

Applied Mechanics and Materials. Vol. 52-54 2011. p. 198-203 (Applied Mechanics and Materials; Vol. 52-54).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Hoo, CL & Mohamed Haris, S 2011, A brief survey on artificial intelligence methods in synchronous motor control. in Applied Mechanics and Materials. vol. 52-54, Applied Mechanics and Materials, vol. 52-54, pp. 198-203, 2011 1st International Conference on Mechanical Engineering, ICME 2011, Phuket, 3/4/11. https://doi.org/10.4028/www.scientific.net/AMM.52-54.198
Hoo CL, Mohamed Haris S. A brief survey on artificial intelligence methods in synchronous motor control. In Applied Mechanics and Materials. Vol. 52-54. 2011. p. 198-203. (Applied Mechanics and Materials). https://doi.org/10.4028/www.scientific.net/AMM.52-54.198
Hoo, Choon Lih ; Mohamed Haris, Sallehuddin. / A brief survey on artificial intelligence methods in synchronous motor control. Applied Mechanics and Materials. Vol. 52-54 2011. pp. 198-203 (Applied Mechanics and Materials).
@inproceedings{7bc6cdb89b8b4a469d595756f65c5397,
title = "A brief survey on artificial intelligence methods in synchronous motor control",
abstract = "Many industrial applications require efficient servo drives and speed control to obtain the necessary performance with respect to different applications. As time passes, artificial intelligence has grown and replaced many traditional control methods in order to attain greater robustness to uncertainties, faster dynamic response and smaller position and speed errors. This paper briefly reviews several artificial intelligence implementations in synchronous motor control systems and briefly indicates the advantages and disadvantages of each method.",
keywords = "Evolutionary strategy, Fuzzy logic, PMSM, Position control, Speed control",
author = "Hoo, {Choon Lih} and {Mohamed Haris}, Sallehuddin",
year = "2011",
doi = "10.4028/www.scientific.net/AMM.52-54.198",
language = "English",
isbn = "9783037850770",
volume = "52-54",
series = "Applied Mechanics and Materials",
pages = "198--203",
booktitle = "Applied Mechanics and Materials",

}

TY - GEN

T1 - A brief survey on artificial intelligence methods in synchronous motor control

AU - Hoo, Choon Lih

AU - Mohamed Haris, Sallehuddin

PY - 2011

Y1 - 2011

N2 - Many industrial applications require efficient servo drives and speed control to obtain the necessary performance with respect to different applications. As time passes, artificial intelligence has grown and replaced many traditional control methods in order to attain greater robustness to uncertainties, faster dynamic response and smaller position and speed errors. This paper briefly reviews several artificial intelligence implementations in synchronous motor control systems and briefly indicates the advantages and disadvantages of each method.

AB - Many industrial applications require efficient servo drives and speed control to obtain the necessary performance with respect to different applications. As time passes, artificial intelligence has grown and replaced many traditional control methods in order to attain greater robustness to uncertainties, faster dynamic response and smaller position and speed errors. This paper briefly reviews several artificial intelligence implementations in synchronous motor control systems and briefly indicates the advantages and disadvantages of each method.

KW - Evolutionary strategy

KW - Fuzzy logic

KW - PMSM

KW - Position control

KW - Speed control

UR - http://www.scopus.com/inward/record.url?scp=79954500788&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=79954500788&partnerID=8YFLogxK

U2 - 10.4028/www.scientific.net/AMM.52-54.198

DO - 10.4028/www.scientific.net/AMM.52-54.198

M3 - Conference contribution

AN - SCOPUS:79954500788

SN - 9783037850770

VL - 52-54

T3 - Applied Mechanics and Materials

SP - 198

EP - 203

BT - Applied Mechanics and Materials

ER -