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Multi-objective bidding strategy for GenCo using non-dominated sorting particle swarm optimisation

Authors :
Ongsakul, Weerakorn
Saksinchai, Apinat
Boonchuay, Chanwit
Source :
International Journal of Applied Decision Sciences; January 2011, Vol. 4 Issue: 4 p305-323, 19p
Publication Year :
2011

Abstract

This paper proposes a multi-objective bidding strategy for a generation company (GenCo) in a day-ahead uniform price spot market using non-dominated sorting particle swarm optimisation (NSPSO). NSPSO is introduced to solve the multi-objective strategic bidding problem considering expected profit maximisation and risk (profit variation) minimisation. Monte Carlo (MC) simulation is employed to simulate rivals’ bidding behaviour. Test results indicate that the proposed approach can provide an efficient non-dominated solution front. In addition, it can be efficiently used as a decision-making tool for a GenCo compromising between expected profit and the risk of profit variation in a spot market.

Details

Language :
English
ISSN :
17558077 and 17558085
Volume :
4
Issue :
4
Database :
Supplemental Index
Journal :
International Journal of Applied Decision Sciences
Publication Type :
Periodical
Accession number :
ejs26035223
Full Text :
https://doi.org/10.1504/IJADS.2011.043302