DocumentCode :
2093677
Title :
Bidding Learning Model and Its Analysis in Oligopoly Power Market with Linear Demand Function
Author :
Zhang, Xinhua ; Li, Wenjuan
Author_Institution :
Changsha Univ. of Sci. & Technol., Changsha, China
fYear :
2010
fDate :
28-31 March 2010
Firstpage :
1
Lastpage :
4
Abstract :
With the utility function considering power producers´ risk factor, a learning model for power bidding to stochastic demand is presented, and whose stable condition is analyzed. Then the simulation of power market consisted of three power producers is done, in which the bifurcation and chaos control of the learning model is discussed, the analysis indicates that, (1) the chaos of bidding learning system can be controlled by using delayed feedback methods. (2) the more risk-averse, the lower producers´ bid, the larger the fluctuation of power demand, the lower bid. (3) when the risk-averse and the demand fluctuation reach some extent, the bidding learning system will walk out its chaos and into equilibrium state, which will locate in a lower level.
Keywords :
oligopoly; power markets; stochastic processes; Oligopoly power market simulation; bidding learning model; bifurcation; chaos control; delayed feedback methods; demand fluctuation; equilibrium state; linear demand function; power bidding; power producers risk factor; stochastic demand; utility function; Analytical models; Bifurcation; Chaos; Fluctuations; Learning systems; Oligopoly; Power markets; Power system modeling; Risk analysis; Stochastic processes;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Power and Energy Engineering Conference (APPEEC), 2010 Asia-Pacific
Conference_Location :
Chengdu
Print_ISBN :
978-1-4244-4812-8
Electronic_ISBN :
978-1-4244-4813-5
Type :
conf
DOI :
10.1109/APPEEC.2010.5448435
Filename :
5448435
Link To Document :
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