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
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