International Journal of Computational Intelligence Systems

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Volume 6, Issue 4, July 2013, Pages 724 - 738

Robust Speed Control of an Induction Motor Drive using Wavelet-fuzzy based Self-tuning Multiresolution Controller

Authors
J.L Febin Daya, V. Subbiah, P. Sanjeevikumar
Corresponding Author
J.L Febin Daya
Received 7 March 2011, Accepted 18 February 2013, Available Online 1 July 2013.
DOI
10.1080/18756891.2013.803741How to use a DOI?
Keywords
Wavelet-fuzzy, Induction Motor, Robustness, Indirect Field Oriented Control
Abstract

This paper presents a hybrid wavelet-fuzzy based multiresolution (MR) controller for robust speed control of induction motor. The discrete wavelet transform (DWT) is used to decompose the error between the actual speed and command speed of the induction motor drive in to different frequency components. A self-tuning fuzzy logic is used for online tuning of the controller parameters. The proposed controller has the ability of meeting the speed tracking requirements in the closed loop system. The complete indirect field oriented control scheme incorporating the proposed wavelet-fuzzy based MR controller is investigated theoretically and simulated under various dynamic operating conditions. Simulation results are compared with that of conventional PI controller and fuzzy based PI controller. The speed control scheme incorporating the proposed controller is implemented in real time using the digital processor (DSP) control board. Simulation and experimental results validates the effectiveness of the proposed controller over conventional controllers and proves to be more suitable for high performance applications.

Copyright
© 2017, the Authors. Published by Atlantis Press.
Open Access
This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

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<Previous Article In Issue
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Journal
International Journal of Computational Intelligence Systems
Volume-Issue
6 - 4
Pages
724 - 738
Publication Date
2013/07/01
ISSN (Online)
1875-6883
ISSN (Print)
1875-6891
DOI
10.1080/18756891.2013.803741How to use a DOI?
Copyright
© 2017, the Authors. Published by Atlantis Press.
Open Access
This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

Cite this article

risenwbib
TY  - JOUR
AU  - J.L Febin Daya
AU  - V. Subbiah
AU  - P. Sanjeevikumar
PY  - 2013
DA  - 2013/07/01
TI  - Robust Speed Control of an Induction Motor Drive using Wavelet-fuzzy based Self-tuning Multiresolution Controller
JO  - International Journal of Computational Intelligence Systems
SP  - 724
EP  - 738
VL  - 6
IS  - 4
SN  - 1875-6883
UR  - https://doi.org/10.1080/18756891.2013.803741
DO  - 10.1080/18756891.2013.803741
ID  - FebinDaya2013
ER  -