Volatility analysis on electricity price by wavelet analysis

被引:0
|
作者
Zheng, Hua [1 ]
Xie, Li [1 ]
Zhang, Lizi [1 ]
机构
[1] N China Elect Power Univ Beijing, Beijing, Peoples R China
关键词
electricity market; price volatility; wavelet transformation;
D O I
暂无
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
In the electricity market, various market risks have been the main problems that the market participants have to face with and handle, including operational risk, credit analysis, price risk and so on. Among these risks, price risk is one of the basic problems according to the centratization location of electricity prices and their great influence on the benefits of the market participants. To solve this problem, our discussion and analysis of electricity price will almost focus on the volatility analysis, which is proposed by Wavelet Transformation in this paper. According to Wavelet Analysis, electricity price series is expanded to its wavelet series, which in different scales are orthogonal. And reconstruct price component series give a proper interpretation of the original price, by using which we identify price volatility and analyze on its mechanism. Finally the real data in New South Wales electricity market are applied to test the proposed model.
引用
下载
收藏
页码:227 / 232
页数:6
相关论文
共 50 条
  • [41] Modeling the daily electricity price volatility with realized measures
    Frommel, Michael
    Han, Xing
    Kratochvil, Stepan
    ENERGY ECONOMICS, 2014, 44 : 492 - 502
  • [42] An econometric analysis of the effects of market liberalization on price dynamics and price volatility
    Chavas, JP
    Kim, K
    EMPIRICAL ECONOMICS, 2006, 31 (01) : 65 - 82
  • [43] A new approach to characterizing and forecasting electricity price volatility
    Chan, Kam Fong
    Gray, Philip
    van Campen, Bart
    INTERNATIONAL JOURNAL OF FORECASTING, 2008, 24 (04) : 728 - 743
  • [44] An econometric analysis of the effects of market liberalization on price dynamics and price volatility
    Jean-Paul Chavas
    Kwansoo Kim
    Empirical Economics, 2006, 31 : 65 - 82
  • [45] Analysis of Electricity Price Policy and Economic Growth
    He, Weida
    Zhang, Chuan
    Hao, Rong
    JOURNAL OF SCIENTIFIC & INDUSTRIAL RESEARCH, 2015, 74 (01): : 11 - 18
  • [46] Analysis of price peaks on Danish electricity market
    Smolen, Jan
    Chen, Zhe
    2012 9TH INTERNATIONAL CONFERENCE ON THE EUROPEAN ENERGY MARKET (EEM), 2012,
  • [47] A counterfactual price analysis of British electricity privatisation
    Branston, J.R.
    2000, Elsevier BV (09)
  • [48] DECLINE IN US OUTPUT GROWTH VOLATILITY: A WAVELET ANALYSIS
    Lo Cascio, Iolanda
    MANCHESTER SCHOOL, 2013, 81 (02): : 226 - 242
  • [49] A quantile autoregression analysis of price volatility in agricultural markets
    Chavas, Jean-Paul
    Li, Jian
    AGRICULTURAL ECONOMICS, 2020, 51 (02) : 273 - 289
  • [50] Stochastic volatility model and technical analysis of stock price
    Liu, Wei
    Zheng, Wei An
    ACTA MATHEMATICA SINICA-ENGLISH SERIES, 2011, 27 (07) : 1283 - 1296