DocumentCode :
3461699
Title :
Demand side management for Wind Power Integration in microgrid using dynamic potential game theory
Author :
Wu, Chenye ; Mohsenian-Rad, Hamed ; Huang, Jianwei ; Wang, Amy Yuexuan
Author_Institution :
Inst. for Interdiscipl. Inf. Sci., Tsinghua Univ., Beijing, China
fYear :
2011
fDate :
5-9 Dec. 2011
Firstpage :
1199
Lastpage :
1204
Abstract :
We propose a novel demand side management method to tackle the intermittency in wind power generation. Our focus is on an isolated microgrid with one wind turbine, one fast-responding conventional generator, and several users. Users act as independent decision makers in shaping their own load profiles. Using dynamic potential game theory, we analyze and coordinate the interactions among users to efficiently utilize the available renewable and conventional energy resources to minimize the total energy cost in the system. We further model the inter-temporal variations of the available wind power as a Markov chain based on field data. Using techniques from dynamic potential game theory, we first derive closed-form expressions for the best responses for the users that participate in demand side management. Then, we investigate the efficiency of the constructed game model at the equilibrium. Finally, the system performance is assessed using computer simulation. In particular, our proposed scheme saves 38% generation cost compared with the case without demand side management.
Keywords :
AC generators; demand side management; distributed power generation; game theory; wind power plants; wind turbines; closed-form expressions; computer simulation; demand side management method; dynamic potential game theory; generator; independent decision makers; inter-temporal variations; microgrid; renewable energy resources; total energy cost; wind power generation; wind turbine; Energy consumption; Games; Generators; Nash equilibrium; Schedules; Wind power generation; Dynamic Potential Game Theory; Markov Chain; Nash Equilibrium; Smart Grid; Wind Power Integration;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
GLOBECOM Workshops (GC Wkshps), 2011 IEEE
Conference_Location :
Houston, TX
Print_ISBN :
978-1-4673-0039-1
Electronic_ISBN :
978-1-4673-0038-4
Type :
conf
DOI :
10.1109/GLOCOMW.2011.6162371
Filename :
6162371
Link To Document :
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