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PSO for Multiobjective Economic Load Dispatch (MELD) for Minimizing Generation Cost and Transmission Losses

Jain, Narender Kumar / Nangia, Uma / Jain, Aishwary

Abstract In this paper, multiobjective economic load dispatch (MELD) problem considering generation cost and transmission losses has been formulated using priority goal programming (PGP) technique. In this formulation, equality constraint has been considered by inclusion of penalty parameter K. It has been observed that fixing its value to 1,000 keeps the equality constraint within limits. The non-inferior set for IEEE 5, 14 and 30-bus systems has been generated by Particle Swarm Optimization (PSO) technique. The best compromise solution has been chosen as the one which gives equal percentage saving for both the objectives.

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PSO for Multiobjective Economic Load Dispatch (MELD) for Minimizing Generation Cost and Transmission Losses

Jain, Narender Kumar / Nangia, Uma / Jain, Aishwary

Abstract In this paper, multiobjective economic load dispatch (MELD) problem considering generation cost and transmission losses has been formulated using priority goal programming (PGP) technique. In this formulation, equality constraint has been considered by inclusion of penalty parameter K. It has been observed that fixing its value to 1,000 keeps the equality constraint within limits. The non-inferior set for IEEE 5, 14 and 30-bus systems has been generated by Particle Swarm Optimization (PSO) technique. The best compromise solution has been chosen as the one which gives equal percentage saving for both the objectives.

PSO for Multiobjective Economic Load Dispatch (MELD) for Minimizing Generation Cost and Transmission Losses

Jain, Narender Kumar / Nangia, Uma / Jain, Aishwary

Abstract In this paper, multiobjective economic load dispatch (MELD) problem considering generation cost and transmission losses has been formulated using priority goal programming (PGP) technique. In this formulation, equality constraint has been considered by inclusion of penalty parameter K. It has been observed that fixing its value to 1,000 keeps the equality constraint within limits. The non-inferior set for IEEE 5, 14 and 30-bus systems has been generated by Particle Swarm Optimization (PSO) technique. The best compromise solution has been chosen as the one which gives equal percentage saving for both the objectives.

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Title:

PSO for Multiobjective Economic Load Dispatch (MELD) for Minimizing Generation Cost and Transmission Losses

Contributors:

Jain, Narender Kumar (author) / Nangia, Uma (author) / Jain, Aishwary (author)

Published in:

Journal of The Institution of Engineers (India): Series B ; 97 ; 185-191

Publication date:

2015-02-07

Size:

7 pages

ISSN:

2250-2114 , 2250-2106

DOI:

https://doi.org/10.1007/s40031-014-0184-y

Type of media:

Article (Journal)

Type of material:

Electronic Resource

Language:

English

Keywords:

Multiobjective economic load dispatch , Priority goal programming , Particle swarm optimization , Percentage saving , Ideal point , Best compromise solution Engineering , Communications Engineering, Networks

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