, volume 79 , issue 4 , pages 622-628

NSGA-II algorithm for multi-objective generation expansion planning problem

P. MURUGAN ¹

S. Kannan ¹

V.R. Sarma Dhulipala ²

Hide authors affiliations Show authors affiliations: 2 affiliations

Electronics and Communication Engineering Department, Arulmigu Kalasalingam College of Engineering, Krishnankoil 626190, Tamilnadu, India |

Electrical Engineering Department, Thiagarajar College of Engineering, Madurai-625015, Tamilnadu, India |

Publication type: Journal Article

Publication date: 2009-04-01

Elsevier

Electric Power Systems Research

scimago Q1

wos Q2

SJR: 1.137

CiteScore: 8.2

Impact factor: 4.2

ISSN: 03787796, 18732046

DOI: 10.1016/j.epsr.2008.09.011

Copy DOI

Electrical and Electronic Engineering

Energy Engineering and Power Technology

Abstract

This paper presents an application of Elitist Non-dominated Sorting Genetic Algorithm version II (NSGA-II), to multi-objective generation expansion planning (GEP) problem. The GEP problem is considered as a two-objective problem. The first objective is the minimization of investment cost and the second objective is the minimization of outage cost (or maximization of reliability). To improve the performance of NSGA-II, two modifications are proposed. One modification is incorporation of Virtual Mapping Procedure (VMP), and the other is introduction of controlled elitism in NSGA-II. A synthetic test system having 5 types of candidate units is considered here for GEP for a 6-year planning horizon. The effectiveness of the proposed modifications is illustrated in detail.

Found

Top-30

Journals

	1 2 3 4 5
International Journal of Crashworthiness	International Journal of Crashworthiness, 5, 3.16% International Journal of Crashworthiness 5 publications, 3.16%
IET Generation, Transmission and Distribution	IET Generation, Transmission and Distribution, 4, 2.53% IET Generation, Transmission and Distribution 4 publications, 2.53%
Structural and Multidisciplinary Optimization	Structural and Multidisciplinary Optimization, 4, 2.53% Structural and Multidisciplinary Optimization 4 publications, 2.53%
Applied Energy	Applied Energy, 4, 2.53% Applied Energy 4 publications, 2.53%
Journal of Cleaner Production	Journal of Cleaner Production, 4, 2.53% Journal of Cleaner Production 4 publications, 2.53%
Electric Power Systems Research	Electric Power Systems Research, 4, 2.53% Electric Power Systems Research 4 publications, 2.53%
Composite Structures	Composite Structures, 3, 1.9% Composite Structures 3 publications, 1.9%
International Journal of Mechanical Sciences	International Journal of Mechanical Sciences, 3, 1.9% International Journal of Mechanical Sciences 3 publications, 1.9%
Renewable Energy	Renewable Energy, 3, 1.9% Renewable Energy 3 publications, 1.9%
International Journal of Production Research	International Journal of Production Research, 3, 1.9% International Journal of Production Research 3 publications, 1.9%
International Transactions on Electrical Energy Systems	International Transactions on Electrical Energy Systems, 3, 1.9% International Transactions on Electrical Energy Systems 3 publications, 1.9%
Sustainability	Sustainability, 2, 1.27% Sustainability 2 publications, 1.27%
Expert Systems with Applications	Expert Systems with Applications, 2, 1.27% Expert Systems with Applications 2 publications, 1.27%
Thin-Walled Structures	Thin-Walled Structures, 2, 1.27% Thin-Walled Structures 2 publications, 1.27%
International Journal of Impact Engineering	International Journal of Impact Engineering, 2, 1.27% International Journal of Impact Engineering 2 publications, 1.27%
Transportation Research Part C: Emerging Technologies	Transportation Research Part C: Emerging Technologies, 2, 1.27% Transportation Research Part C: Emerging Technologies 2 publications, 1.27%
Engineering Optimization	Engineering Optimization, 2, 1.27% Engineering Optimization 2 publications, 1.27%
Latin American Journal of Solids and Structures	Latin American Journal of Solids and Structures, 2, 1.27% Latin American Journal of Solids and Structures 2 publications, 1.27%
IEEE Transactions on Power Systems	IEEE Transactions on Power Systems, 2, 1.27% IEEE Transactions on Power Systems 2 publications, 1.27%
IEEE Access	IEEE Access, 2, 1.27% IEEE Access 2 publications, 1.27%
Mathematical Problems in Engineering	Mathematical Problems in Engineering, 2, 1.27% Mathematical Problems in Engineering 2 publications, 1.27%
Applied Mechanics and Materials	Applied Mechanics and Materials, 2, 1.27% Applied Mechanics and Materials 2 publications, 1.27%
Lecture Notes in Computer Science	Lecture Notes in Computer Science, 2, 1.27% Lecture Notes in Computer Science 2 publications, 1.27%
Power Systems	Power Systems, 2, 1.27% Power Systems 2 publications, 1.27%
Neural Networks	Neural Networks, 2, 1.27% Neural Networks 2 publications, 1.27%
Structures	Structures, 2, 1.27% Structures 2 publications, 1.27%
Journal of Manufacturing Technology Management	Journal of Manufacturing Technology Management, 1, 0.63% Journal of Manufacturing Technology Management 1 publication, 0.63%
International Journal of Information Technology and Decision Making	International Journal of Information Technology and Decision Making, 1, 0.63% International Journal of Information Technology and Decision Making 1 publication, 0.63%
Proceedings of the Institution of Mechanical Engineers, Part D: Journal of Automobile Engineering	Proceedings of the Institution of Mechanical Engineers, Part D: Journal of Automobile Engineering, 1, 0.63% Proceedings of the Institution of Mechanical Engineers, Part D: Journal of Automobile Engineering 1 publication, 0.63%
	1 2 3 4 5

Publishers

	10 20 30 40 50 60
Elsevier	Elsevier, 55, 34.81% Elsevier 55 publications, 34.81%
Springer Nature	Springer Nature, 25, 15.82% Springer Nature 25 publications, 15.82%
Institute of Electrical and Electronics Engineers (IEEE)	Institute of Electrical and Electronics Engineers (IEEE), 25, 15.82% Institute of Electrical and Electronics Engineers (IEEE) 25 publications, 15.82%
Taylor & Francis	Taylor & Francis, 14, 8.86% Taylor & Francis 14 publications, 8.86%
MDPI	MDPI, 9, 5.7% MDPI 9 publications, 5.7%
Wiley	Wiley, 6, 3.8% Wiley 6 publications, 3.8%
Hindawi Limited	Hindawi Limited, 5, 3.16% Hindawi Limited 5 publications, 3.16%
Institution of Engineering and Technology (IET)	Institution of Engineering and Technology (IET), 4, 2.53% Institution of Engineering and Technology (IET) 4 publications, 2.53%
IGI Global	IGI Global, 2, 1.27% IGI Global 2 publications, 1.27%
Argentinean Association of Computational Mechanics	Argentinean Association of Computational Mechanics, 2, 1.27% Argentinean Association of Computational Mechanics 2 publications, 1.27%
Trans Tech Publications	Trans Tech Publications, 2, 1.27% Trans Tech Publications 2 publications, 1.27%
Emerald	Emerald, 1, 0.63% Emerald 1 publication, 0.63%
World Scientific	World Scientific, 1, 0.63% World Scientific 1 publication, 0.63%
SAGE	SAGE, 1, 0.63% SAGE 1 publication, 0.63%
American Chemical Society (ACS)	American Chemical Society (ACS), 1, 0.63% American Chemical Society (ACS) 1 publication, 0.63%
Taiwan Institute of Chemical Engineers	Taiwan Institute of Chemical Engineers, 1, 0.63% Taiwan Institute of Chemical Engineers 1 publication, 0.63%
ASME International	ASME International, 1, 0.63% ASME International 1 publication, 0.63%
	10 20 30 40 50 60

We do not take into account publications without a DOI.
Statistics recalculated weekly.

Are you a researcher?

Create a profile to get free access to personal recommendations for colleagues and new articles.

Metrics

158

Cite this

GOST |

Cite this

GOST Copy

MURUGAN P., Kannan S., Sarma Dhulipala V. NSGA-II algorithm for multi-objective generation expansion planning problem // Electric Power Systems Research. 2009. Vol. 79. No. 4. pp. 622-628.

GOST all authors (up to 50) Copy

MURUGAN P., Kannan S., Sarma Dhulipala V. NSGA-II algorithm for multi-objective generation expansion planning problem // Electric Power Systems Research. 2009. Vol. 79. No. 4. pp. 622-628.

RIS |

Cite this

RIS Copy

TY - JOUR

DO - 10.1016/j.epsr.2008.09.011

UR - https://doi.org/10.1016/j.epsr.2008.09.011

TI - NSGA-II algorithm for multi-objective generation expansion planning problem

T2 - Electric Power Systems Research

AU - MURUGAN, P.

AU - Kannan, S.

AU - Sarma Dhulipala, V.R.

PY - 2009

DA - 2009/04/01

PB - Elsevier

SP - 622-628

IS - 4

VL - 79

SN - 0378-7796

SN - 1873-2046

ER -

BibTex |

Cite this

BibTex (up to 50 authors) Copy

@article{2009_MURUGAN,

author = {P. MURUGAN and S. Kannan and V.R. Sarma Dhulipala},

title = {NSGA-II algorithm for multi-objective generation expansion planning problem},

journal = {Electric Power Systems Research},

year = {2009},

volume = {79},

publisher = {Elsevier},

month = {apr},

url = {https://doi.org/10.1016/j.epsr.2008.09.011},

number = {4},

pages = {622--628},

doi = {10.1016/j.epsr.2008.09.011}

}

MLA

Cite this

MLA Copy

MURUGAN, P., et al. “NSGA-II algorithm for multi-objective generation expansion planning problem.” Electric Power Systems Research, vol. 79, no. 4, Apr. 2009, pp. 622-628. https://doi.org/10.1016/j.epsr.2008.09.011.

Publisher

Elsevier

Journal

Electric Power Systems Research

scimago Q1

wos Q2

SJR

1.137

CiteScore

8.2

Impact factor

4.2

ISSN

03787796 (Print)

18732046