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Please use this identifier to cite or link to this item: http://repository.iitr.ac.in/handle/123456789/14973
Title: Applications of Nature Inspired Algorithms for Electrical Engineering Optimization Problems
Authors: Thangaraj R.
Chelliah T.R.
Pant M.
Abraham A.
Bouvry P.
Zelinka I.
Snasel V.
Abraham A.
Published in: Intelligent Systems Reference Library
Abstract: This chapter presents application of two popular Nature Inspired Algorithms (NIA); Particle Swarm Optimization (PSO) and Differential Evolution (DE) algorithms for solving the optimization problems that arise in the field of electrical engineering. The main focus is on efficient utilization of electrical energy and the protection of transmission lines, the most important fields of optimization in electrical engineering having nonconvex characteristics with several equality and inequality constraints. The PSO and DE variants are applied to various electrical engineering problems including over-current relay settings in transmission lines, in-situ parameter estimation of electric motors, design and control of induction motors (IM) serving to process industries and proportional-integral (PI) controller tuning in variable speed drives. © Springer-Verlag Berlin Heidelberg 2013.
Citation: Intelligent Systems Reference Library (2013), 38(): 991-1024
URI: https://doi.org/10.1007/978-3-642-30504-7_39
http://repository.iitr.ac.in/handle/123456789/14973
Issue Date: 2013
ISBN: 9783642305030
ISSN: 18684394
Author Scopus IDs: 24345289500
35755335100
23467551900
7202760099
6603233977
Author Affiliations: Thangaraj, R., Department of Water Resources Development and Management, Indian Institute of Technology Roorkee, Roorkee, India
Chelliah, T.R., Department of Water Resources Development and Management, Indian Institute of Technology Roorkee, Roorkee, India
Pant, M., Department of Paper Technology, Indian Institute of Technology Roorkee, Saharanpur, India
Abraham, A., Machine Intelligent Research Labs (MIR Labs), Scientific Network for Innovation and Research Excellence (SNIRE), P.O. Box 2259, Auburn, WA, 98071, United States
Bouvry, P., University of Luxembourg, Luxembourg City, Luxembourg
Corresponding Author: Thangaraj, R.; Department of Water Resources Development and Management, Indian Institute of Technology Roorkee, Roorkee, India; email: t.radha@ieee.org
Appears in Collections:Journal Publications [WR]

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