Novel Wavelet-Fuzzy Based Indirect Field Oriented Control of Induction Motor Drives

Febin Daya J. L.; Subbiah V.; Atif Iqbal; Sanjeevikumar Padmanaban

Novel Wavelet-Fuzzy Based Indirect Field Oriented Control of Induction Motor Drives

Febin Daya J. L.

Subbiah V.

Atif Iqbal

Sanjeevikumar Padmanaban

Vol. 13, No. 4, pp. 656-668, Jul. 2013

10.6113/JPE.2013.13.4.656

Discrete wavelet transform

Field oriented control

Fuzzy logic control

Induction Motor Drive

robustness

PDF

Abstract

This paper presents a wavelet-fuzzy based controller for indirect field oriented control of three-phase induction motor drives. The discrete wavelet transform is used to decompose the error between the actual speed and the command speed of the induction motor drive into different frequency components. The transformed error coefficients along with the scaling gains are used for generating the control component of the motor. Self-tuning fuzzy logic is used for online tuning of the scaling gains of the controller. The proposed controller has the ability to meet the speed tracking requirements in the closed loop system. The complete indirect field oriented control scheme incorporating the proposed wavelet-fuzzy based controller is investigated theoretically and simulated under various dynamic operating conditions. The simulation results are compared with a conventional proportional integral controller and a fuzzy based controller. The speed control scheme incorporating the proposed controller is implemented in real time using a digital processor control board. Simulation and experimental results validate the effectiveness of the proposed controller.

Statistics

Show / Hide Statistics

Cumulative Counts from September 30th, 2019
Multiple requests among the same browser session are counted as one view. If you mouse over a chart, the values of data points will be shown.

Cite this article

[IEEE Style]

F. D. J. L., S. V., A. Iqbal, S. Padmanaban, "Novel Wavelet-Fuzzy Based Indirect Field Oriented Control of Induction Motor Drives," Journal of Power Electronics, vol. 13, no. 4, pp. 656-668, 2013. DOI: 10.6113/JPE.2013.13.4.656.

[ACM Style]

Febin Daya J. L., Subbiah V., Atif Iqbal, and Sanjeevikumar Padmanaban. 2013. Novel Wavelet-Fuzzy Based Indirect Field Oriented Control of Induction Motor Drives. Journal of Power Electronics, 13, 4, (2013), 656-668. DOI: 10.6113/JPE.2013.13.4.656.