Modeling and implementation of brain emotional controller for Permanent Magnet Synchronous motor drive
| Autor: | Narri Yadaiah, Md. Qutubuddin |
|---|---|
| Rok vydání: | 2017 |
| Předmět: |
0209 industrial biotechnology
Total harmonic distortion Permanent magnet synchronous motor Computer science Stator SIGNAL (programming language) Open-loop controller 02 engineering and technology Fuzzy logic law.invention 020901 industrial engineering & automation Artificial Intelligence Control and Systems Engineering Control theory law Harmonics 0202 electrical engineering electronic engineering information engineering 020201 artificial intelligence & image processing Electrical and Electronic Engineering |
| Zdroj: | Engineering Applications of Artificial Intelligence. 60:193-203 |
| ISSN: | 0952-1976 |
| DOI: | 10.1016/j.engappai.2017.02.007 |
| Popis: | This paper presents a bio-inspired emotion based intelligent controller for Permanent Magnet Synchronous Machine (PMSM) drive. There are certain parts in mammal brain are responsible to generate emotions, which can be used as controller, namely brain emotional controller. The evolutionary development of brain emotional control technique is used in many applications to control nonlinearities in the system. The performance of emotional controller is analyzed by considering control of speed and stator currents harmonics of PMSM drive at different operating conditions. The performance of the controller is compared with existing controllers in offline simulations and in real-time Hardware-in-loop (HIL) simulations using OPAL-RT simulator. Display Omitted We presented modified sensory signal and emotional cue functions.Proposed brain emotional controller tested on permanent magnet synchronous motor drive.Proposed controller results are compared with PI and Fuzzy logic controllers.Simulation results validated with real time implementation using Opal-RT simulator. |
| Databáze: | OpenAIRE |
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