<abstract xmlns="http://www.w3.org/1999/xhtml"><p>This paper presents design and evaluation of a novel approach based on emotional learning to improve the speed control system of rotor flux oriented control of induction motor. The controller includes a neuro-fuzzy system with speed error and its derivative as inputs. A fuzzy critic evaluates the present situation, and provides the emotional signal (stress). The controller modifies its characteristics so that the critics stress is reduced. The comparative simulation results show that the proposed controller is more robust and hence found to be a suitable replacement of the conventional PI controller for the high performance industrial drive applications.</p></abstract>

This paper presents design and evaluation of a novel approach based on emotional learning to improve the speed control system of rotor flux oriented control of induction motor. The controller includes a neuro-fuzzy system with speed error and its derivative as inputs. A fuzzy critic evaluates the present situation, and provides the emotional signal (stress). The controller modifies its characteristics so that the critics stress is reduced. The comparative simulation results show that the proposed controller is more robust and hence found to be a suitable replacement of the conventional PI controller for the high performance industrial drive applications.

Emotional Learning Based Intelligent Controllers for Rotor Flux Oriented Control of Induction Motor

Department of Electrical Engineering, Shahab-e-Danesh Institute of Higher Education, Qom, Iran

Department of Energy Engineering, Sharif University of Technology, Tehran, Iran

Department of Electrical Engineering, Iran University of Science and Technology, Tehran, Iran

Journal of Electrical Engineering

This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 3.0 License.

This paper presents design and evaluation of a novel approach based on emotional learning to improve the speed control system of rotor flux oriented control of...

Emotional Learning Based Intelligent Controllers for Rotor Flux Oriented Control of Induction Motor

Online veröffentlicht: 21. Aug. 2014

Seitenbereich: 228 - 234

Eingereicht: 07. Mai 2013

DOI: https://doi.org/10.2478/jee-2014-0035

Schlüsselwörter
induction motor, speed control, emotional learning, intelligent controller, PI controller

© 2014 Faculty of Electrical Engineering and Information Technology, Slovak University of Technology

This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 3.0 License.

Emotional Learning Based Intelligent Controllers for Rotor Flux Oriented Control of Induction Motor

Online veröffentlicht: 21. Aug. 2014

Seitenbereich: 228 - 234

Eingereicht: 07. Mai 2013

DOI: https://doi.org/10.2478/jee-2014-0035

Schlüsselwörterinduction motor, speed control, emotional learning, intelligent controller, PI controller

© 2014 Faculty of Electrical Engineering and Information Technology, Slovak University of Technology

This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 3.0 License.

Schlüsselwörter
induction motor, speed control, emotional learning, intelligent controller, PI controller