DocumentCode :
2245723
Title :
Application of PSO to optimize the operation of electric water heaters for reserve provision
Author :
Rosario, P.A. ; Morsi, W.G. ; Chang, L.
Author_Institution :
Dept. of Electr. & Comput. Eng., Univ. of New Brunswick, Fredericton, NB, Canada
fYear :
2011
fDate :
3-5 Oct. 2011
Firstpage :
164
Lastpage :
169
Abstract :
Power demand on average is increasing with time on a global scale. This becomes a challenge to meet because of negative impacts like global warming due to increased emission of greenhouse gases and increased operating costs of the fossil fuel-based generation. Of late, a lot of research has been conducted on Demand Side Management (DSM) programs, which try to adjust quantities from the load-side in order to curtail or shift demand. Using DSM, controllable loads can also become providers of ancillary services, in which case the consumers become “prosumers”. This paper introduces an algorithm based on Particle Swarm Optimization (PSO) to optimize the operation of water heaters (WHs) to provide synchronous reserve. The developed algorithm is applied to two test systems including WHs and the results show substantial savings in terms of operating costs from the independent system operator (ISO) point of view, without affecting the consumers´ satisfaction. The developed approach will not only ensure an inexpensive mean of providing synchronous reserve but will also be environmentally friendly.
Keywords :
demand side management; electric heating; fossil fuels; global warming; greenhouses; power generation economics; demand side management; electric water heaters; fossil fuel-based generation; global warming; greenhouse gases; independent system operator; particle swarm optimization; power demand; reserve provision; substantial savings; synchronous reserve; Economics; Generators; Load flow control; Optimization; Particle swarm optimization; Spinning; Water heating; Particle swarm optimization; spinning reserve; water heaters;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Electrical Power and Energy Conference (EPEC), 2011 IEEE
Conference_Location :
Winnipeg, MB
Print_ISBN :
978-1-4577-0405-5
Type :
conf
DOI :
10.1109/EPEC.2011.6070188
Filename :
6070188
Link To Document :
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