Multiobjective energy management system using modified MOPSO | IEEE Conference Publication | IEEE Xplore

Multiobjective energy management system using modified MOPSO


Abstract:

Recently, it becomes necessary for Energy Management System (EMS) to plan optimal operation with minimizing energy costs, energy consumptions and CO/sub 2/ emissions. Bec...Show More

Abstract:

Recently, it becomes necessary for Energy Management System (EMS) to plan optimal operation with minimizing energy costs, energy consumptions and CO/sub 2/ emissions. Because these objectives are impossible to minimize at a time, EMS needs multiobjective optimization method. As the existing methods of multiobjective optimization, there are weighting method and constraint method. However it is difficult for these two methods to set up optimal parameters. On the other hand, by applying MOPSO with too many design variables, it is difficult to obtain optimal solutions. In this paper, in order to resolve those difficulties, we propose a multiobjective optimization method named as "modified MOPSO", and show the validity of proposed method applied to EMS for a factory.
Date of Conference: 12-12 October 2005
Date Added to IEEE Xplore: 10 January 2006
Print ISBN:0-7803-9298-1
Print ISSN: 1062-922X
Conference Location: Waikoloa, HI, USA

References

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