Fuzzy Logic and Firefly Algorithm based Hybrid System for Energy Efficient Operation of Three Phase Induction Motor Drives

K  Mohana Sundaram; R  Senthil Kumar; C  Krishnakumar  and K  R  Sugavanam

doi:10.17485/ijst/2016/v9i1/85762

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Fuzzy Logic and Firefly Algorithm based Hybrid System for Energy Efficient Operation of Three Phase Induction Motor Drives

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Indian Journal of Science and Technology

DOI: 10.17485/ijst/2016/v9i1/85762

Year: 2016, Volume: 9, Issue: 1, Pages: 1-5

Original Article

Fuzzy Logic and Firefly Algorithm based Hybrid System for Energy Efficient Operation of Three Phase Induction Motor Drives

K. Mohana Sundaram^1* , R. Senthil Kumar² , C. Krishnakumar³ and K. R. Sugavanam²

¹Department of Electrical and Electronics Engineering, Vel Tech MultiTech, Chennai – 600062, Tamil Nadu, India; [email protected] ²Department of Electrical and Electronics Engineering, Vel Tech HighTech, Chennai – 600085, Tamil Nadu, India; [email protected], [email protected] ³Department of Electrical and Electronics Engineering, Jainsons Institute of Technology, Coimbatore – 641659, Tamil Nadu, India; [email protected]

*Author For Correspondence
K. Mohana Sundaram
Department of Electrical and Electronics Engineering, Vel Tech MultiTech, Chennai – 600062, Tamil Nadu, India; [email protected]

This work is licensed under a Creative Commons Attribution 4.0 International License.

Abstract

Background/Objectives: Three phase induction motors have been the workforce for several industrial, manufacturing, propulsion and transportation applications for the past several years. Energy efficient operation of induction motors is the important task in industries.The objective of the present paper is to provide energy efficient operation of induction motors using soft computing techniques. Methods/Statistical analysis: A fuzzy logic and firefly algorithm based hybrid technique is used for performance improvement of a.c.voltage controller fed three phase induction motor drives. Simulation is done by using matlab software. Findings: It is shown that the conventional search method for reaching the best efficiency point has got many drawbacks. These demerits are overcomed using the proposed softcomputing techniques. Application/ Improvements: Improvement in motor efficiency and power factor is achieved and the motor always operates in the energy efficient region.

Keywords: A. C. Voltage Controller, Firefly Algorithm, Fuzzy Logic