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Optimal operational planning for cogeneration system using particle swarm optimization

Authors :
Y. Fukuyama
S. Kitagawa
T. Tamura
T. Tsukada
Source :
SIS
Publication Year :
2004
Publisher :
IEEE, 2004.

Abstract

This paper proposes optimal operational planning for a cogeneration system (CGS) using particle swarm optimization (PSO). CGS is usually connected to various facilities such as refrigerators, reservoirs, and cooling towers. In order to generate optimal operational planning for CGS, startup and shutdown status, and input values of the facilities for each control interval should be determined. The facilities may have nonlinear input-output characteristics. Therefore, the problem can be formulated as a mixed-integer nonlinear optimization problem (MINLP). PSO can be easily expanded to treat MINLP. The simple expansion of PSO for the optimal generation system operational planning problem is proposed and the proposed method is applied to typical CGS planning problems with promising results.

Details

Database :
OpenAIRE
Journal :
Proceedings of the 2003 IEEE Swarm Intelligence Symposium. SIS'03 (Cat. No.03EX706)
Accession number :
edsair.doi...........833a65b7d8c75b7037f501d6271fc0fa
Full Text :
https://doi.org/10.1109/sis.2003.1202259