DocumentCode :
2349060
Title :
Price volatility analysis by Grey disaster theory
Author :
Xie, Li ; Zheng, Hua ; Fan, Guo-ying
Author_Institution :
North China Electr. Power Univ., Beijing
fYear :
2008
fDate :
3-5 June 2008
Firstpage :
2479
Lastpage :
2482
Abstract :
Since the electricity market came into being, price volatility is along a difficult and unavoidable problem that makes the market participants face with great risks. But due to the short development of the deregulation, price and its relative data are insufficient, and then price researches have become a typical small-sampled problem. No doubt, such data condition have restricted the application and generalization ability of traditional methods. Then volatility analysis on the electricity price is along a focused and hot problem in the research fields of the electricity market. To solve the above problems, a novel model for price volatility analysis is proposed by grey disaster prediction, which aims at forecasting when the next price volatility will happen. After studying on the tendency when the price volatilities happen, this work builds a grey model to performing the price volatility prediction. Finally numerical experiments are applied to test the validity of the proposed model.
Keywords :
electricity supply industry deregulation; forecasting theory; grey systems; pricing; electricity market; grey disaster theory; power system deregulation; price volatility analysis; Costs; Economic forecasting; Electricity supply industry; Electricity supply industry deregulation; Mathematical model; Power generation; Power industry; Predictive models; Risk analysis; Testing;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Industrial Electronics and Applications, 2008. ICIEA 2008. 3rd IEEE Conference on
Conference_Location :
Singapore
Print_ISBN :
978-1-4244-1717-9
Electronic_ISBN :
978-1-4244-1718-6
Type :
conf
DOI :
10.1109/ICIEA.2008.4582963
Filename :
4582963
Link To Document :
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