Quantum-Behaved Bat Algorithm for Combined Economic Emission Dispatch Problem with Valve-Point Effect

Combined economic emission dispatch (CEED) is a multi-objective optimization problem that deals with the minimization of total fuel cost and total emission of hazardous gases in thermal power generation system, while satisfying all equal and inequality constraints. In this research, quantum-behaved...

Full description

Main Authors: Mahdi, F.P., Vasant, P., Abdullah-Al-Wadud, M., Watada, J., Kallimani, V.
Format: Article
Institution: Universiti Teknologi Petronas
Record Id / ISBN-0: utp-eprints.21284 /
Published: Springer Verlag 2018
Online Access: https://www.scopus.com/inward/record.uri?eid=2-s2.0-85034601279&doi=10.1007%2f978-3-319-69814-4_89&partnerID=40&md5=79913c8e95d08a762a316e3b2fe42008
http://eprints.utp.edu.my/21284/
Tags: Add Tag
No Tags, Be the first to tag this record!
id utp-eprints.21284
recordtype eprints
spelling utp-eprints.212842019-02-26T03:18:16Z Quantum-Behaved Bat Algorithm for Combined Economic Emission Dispatch Problem with Valve-Point Effect Mahdi, F.P. Vasant, P. Abdullah-Al-Wadud, M. Watada, J. Kallimani, V. Combined economic emission dispatch (CEED) is a multi-objective optimization problem that deals with the minimization of total fuel cost and total emission of hazardous gases in thermal power generation system, while satisfying all equal and inequality constraints. In this research, quantum-behaved bat algorithm (QBA) is proposed and applied to solve non-linear multi-objective CEED problem. Valve-point effect is considered along with CEED as a practical constraint of power generation system. QBA is applied to 10-unit power generation system and compared separately as single objective economic and emission dispatch problems as well as multi-objective CEED problem with other existing methods like ABCPSO, DE, NSGA-II, SPEA-2 and SA. The obtained results and comparison of results demonstrate the power of QBA in terms of solution quality, convergence characteristics and computational efficiency. © Springer International Publishing AG 2018. Springer Verlag 2018 Article NonPeerReviewed https://www.scopus.com/inward/record.uri?eid=2-s2.0-85034601279&doi=10.1007%2f978-3-319-69814-4_89&partnerID=40&md5=79913c8e95d08a762a316e3b2fe42008 Mahdi, F.P. and Vasant, P. and Abdullah-Al-Wadud, M. and Watada, J. and Kallimani, V. (2018) Quantum-Behaved Bat Algorithm for Combined Economic Emission Dispatch Problem with Valve-Point Effect. Lecture Notes in Electrical Engineering, 465 . pp. 923-933. http://eprints.utp.edu.my/21284/
institution Universiti Teknologi Petronas
collection UTP Institutional Repository
description Combined economic emission dispatch (CEED) is a multi-objective optimization problem that deals with the minimization of total fuel cost and total emission of hazardous gases in thermal power generation system, while satisfying all equal and inequality constraints. In this research, quantum-behaved bat algorithm (QBA) is proposed and applied to solve non-linear multi-objective CEED problem. Valve-point effect is considered along with CEED as a practical constraint of power generation system. QBA is applied to 10-unit power generation system and compared separately as single objective economic and emission dispatch problems as well as multi-objective CEED problem with other existing methods like ABCPSO, DE, NSGA-II, SPEA-2 and SA. The obtained results and comparison of results demonstrate the power of QBA in terms of solution quality, convergence characteristics and computational efficiency. © Springer International Publishing AG 2018.
format Article
author Mahdi, F.P.
Vasant, P.
Abdullah-Al-Wadud, M.
Watada, J.
Kallimani, V.
spellingShingle Mahdi, F.P.
Vasant, P.
Abdullah-Al-Wadud, M.
Watada, J.
Kallimani, V.
Quantum-Behaved Bat Algorithm for Combined Economic Emission Dispatch Problem with Valve-Point Effect
author_sort Mahdi, F.P.
title Quantum-Behaved Bat Algorithm for Combined Economic Emission Dispatch Problem with Valve-Point Effect
title_short Quantum-Behaved Bat Algorithm for Combined Economic Emission Dispatch Problem with Valve-Point Effect
title_full Quantum-Behaved Bat Algorithm for Combined Economic Emission Dispatch Problem with Valve-Point Effect
title_fullStr Quantum-Behaved Bat Algorithm for Combined Economic Emission Dispatch Problem with Valve-Point Effect
title_full_unstemmed Quantum-Behaved Bat Algorithm for Combined Economic Emission Dispatch Problem with Valve-Point Effect
title_sort quantum-behaved bat algorithm for combined economic emission dispatch problem with valve-point effect
publisher Springer Verlag
publishDate 2018
url https://www.scopus.com/inward/record.uri?eid=2-s2.0-85034601279&doi=10.1007%2f978-3-319-69814-4_89&partnerID=40&md5=79913c8e95d08a762a316e3b2fe42008
http://eprints.utp.edu.my/21284/
_version_ 1741196434787532800
score 11.62408

Similar Items