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
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