A novel hybrid fuzzy/PI two-stage controller for an induction motor drive

K. L. Shi; T. F. Chan; Y. K. Wong; Siu Lau Ho

doi:10.1109/IEMDC.2001.939336

A novel hybrid fuzzy/PI two-stage controller for an induction motor drive

K. L. Shi
, T. F. Chan
, Y. K. Wong
, Siu Lau Ho

The Hong Kong Polytechnic University

Research output: Chapter in book / Conference proceeding › Conference article published in proceeding or book › Academic research › peer-review

6 Citations (Scopus)

Abstract

In this paper, a novel hybrid fuzzy/PI controller for an induction motor drive is proposed. The major features of field-oriented control are exploited in the design of the scalar controller. A fuzzy logic slip-frequency controller operates together with a proportional-integral (PI) current controller to yield the desired values of slip-frequency and stator current during the acceleration/deceleration stage and the final steady-state stage. Detailed formulation of the fuzzy sets, the rule base, and the fuzzy inference of the slip frequency controller are presented. Simulation studies on a 150 W induction motor using Matlab/Simulink and hardware implementation based on an ADMC331 DSP board are performed. The simulation and experimental results indicate that the performance of the two-stage controller is comparable with that obtained using field-oriented control.

Original language	English
Title of host publication	IEMDC 2001 - IEEE International Electric Machines and Drives Conference
Pages	415-421
Number of pages	7
DOIs	https://doi.org/10.1109/IEMDC.2001.939336
Publication status	Published - 1 Dec 2001
Event	2001 IEEE International Electric Machines and Drives Conference, IEMDC 2001 - Cambridge, MA, United States Duration: 17 Jun 2001 → 20 Jun 2001

Conference

Conference	2001 IEEE International Electric Machines and Drives Conference, IEMDC 2001
Country/Territory	United States
City	Cambridge, MA
Period	17/06/01 → 20/06/01

ASJC Scopus subject areas

Electrical and Electronic Engineering
Mechanical Engineering

More information

10.1109/IEMDC.2001.939336

Cite this

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title = "A novel hybrid fuzzy/PI two-stage controller for an induction motor drive",

abstract = "In this paper, a novel hybrid fuzzy/PI controller for an induction motor drive is proposed. The major features of field-oriented control are exploited in the design of the scalar controller. A fuzzy logic slip-frequency controller operates together with a proportional-integral (PI) current controller to yield the desired values of slip-frequency and stator current during the acceleration/deceleration stage and the final steady-state stage. Detailed formulation of the fuzzy sets, the rule base, and the fuzzy inference of the slip frequency controller are presented. Simulation studies on a 150 W induction motor using Matlab/Simulink and hardware implementation based on an ADMC331 DSP board are performed. The simulation and experimental results indicate that the performance of the two-stage controller is comparable with that obtained using field-oriented control.",

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}

Shi, KL, Chan, TF, Wong, YK & Ho, SL 2001, A novel hybrid fuzzy/PI two-stage controller for an induction motor drive. in IEMDC 2001 - IEEE International Electric Machines and Drives Conference., 939336, pp. 415-421, 2001 IEEE International Electric Machines and Drives Conference, IEMDC 2001, Cambridge, MA, United States, 17/06/01. https://doi.org/10.1109/IEMDC.2001.939336

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Y1 - 2001/12/1

N2 - In this paper, a novel hybrid fuzzy/PI controller for an induction motor drive is proposed. The major features of field-oriented control are exploited in the design of the scalar controller. A fuzzy logic slip-frequency controller operates together with a proportional-integral (PI) current controller to yield the desired values of slip-frequency and stator current during the acceleration/deceleration stage and the final steady-state stage. Detailed formulation of the fuzzy sets, the rule base, and the fuzzy inference of the slip frequency controller are presented. Simulation studies on a 150 W induction motor using Matlab/Simulink and hardware implementation based on an ADMC331 DSP board are performed. The simulation and experimental results indicate that the performance of the two-stage controller is comparable with that obtained using field-oriented control.

AB - In this paper, a novel hybrid fuzzy/PI controller for an induction motor drive is proposed. The major features of field-oriented control are exploited in the design of the scalar controller. A fuzzy logic slip-frequency controller operates together with a proportional-integral (PI) current controller to yield the desired values of slip-frequency and stator current during the acceleration/deceleration stage and the final steady-state stage. Detailed formulation of the fuzzy sets, the rule base, and the fuzzy inference of the slip frequency controller are presented. Simulation studies on a 150 W induction motor using Matlab/Simulink and hardware implementation based on an ADMC331 DSP board are performed. The simulation and experimental results indicate that the performance of the two-stage controller is comparable with that obtained using field-oriented control.

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EP - 421

BT - IEMDC 2001 - IEEE International Electric Machines and Drives Conference

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ER -

A novel hybrid fuzzy/PI two-stage controller for an induction motor drive

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