Multifractal detrended cross-correlation analysis of Indian Electricity market

被引:0
|
作者
Pal, Mayukha [1 ,2 ,3 ]
Rao, P. Madhusudana [2 ]
Manimaran, P. [1 ]
机构
[1] CR Rao Adv Inst Math Stat & Comp Sci, Prof CR Rao Rd, Hyderabad 500046, Andhra Pradesh, India
[2] Jawaharlal Nehru Technol Univ, Coll Engn, Hyderabad 500085, Andhra Pradesh, India
[3] GE Co, India Innovat Ctr, Secunderabad 500003, India
关键词
Electricity market time series; Multifractal detrended Cross-correlation Analysis; Hurst scaling exponent; TIME-SERIES; SPOT;
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 this paper, we investigate the cross-correlation behavior and multifractal characteristics of Indian electricity energy exchange rate time series of two extreme season's i. e. summer and winter through the recently developed multifractal detrended cross-correlation analysis method. For this purpose, we have collected the time series over 15 min time interval of the electricity market clearing volume and price before transmission congestion during peak summer i. e. month of May and peak winter i. e. month of December for the years 2012, 2013 and 2014. The cross-correlation analysis was carried out between volume and price of summer and winter data. From our analysis, we observe a cross over in time scale s* of the fluctuation function and the scaling exponents were calculated for long term (> s*) and short term (< s*). For long term, cross-correlation behavior between price and volume show strong anti persistent behavior for both for summer and winter whereas in short-term, cross-correlation show persistent behavior for both summer and winter except summer in the year 2012. The multifractal nature is present in all the bivariate time series in all the years.
引用
收藏
页数:4
相关论文
共 50 条
  • [41] Joint Multifractal Analysis and Source Testing of River Level Records Based on Multifractal Detrended Cross-Correlation Analysis
    Wu, Liang
    Wang, Manling
    Zhao, Tongzhou
    [J]. COMPLEXITY, 2020, 2020
  • [42] Detrended cross-correlation analysis of electroencephalogram
    王俊
    赵大庆
    [J]. Chinese Physics B, 2012, 21 (02) : 589 - 592
  • [43] Detrended cross-correlation analysis of electroencephalogram
    Wang Jun
    Zhao Da-Qing
    [J]. CHINESE PHYSICS B, 2012, 21 (02)
  • [44] Statistical analysis on multifractal detrended cross-correlation coefficient for return interval by oriented percolation
    Deng, Wei
    Wang, Jim
    [J]. INTERNATIONAL JOURNAL OF MODERN PHYSICS C, 2015, 26 (01):
  • [45] Multifractal detrended cross-correlation analysis between PM2.5 and meteorological factors
    Zhang, Chen
    Ni, Zhiwei
    Ni, Liping
    [J]. PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2015, 438 : 114 - 123
  • [46] Multifractal detrended cross-correlation analysis for epileptic patient in seizure and seizure free status
    Ghosh, Dipak
    Dutta, Srimonti
    Chakraborty, Sayantan
    [J]. CHAOS SOLITONS & FRACTALS, 2014, 67 : 1 - 10
  • [47] Multiscale multifractal detrended partial cross-correlation analysis of Chinese and American stock markets
    Ge, Xinlei
    Lin, Aijing
    [J]. CHAOS SOLITONS & FRACTALS, 2021, 145
  • [48] MULTIFRACTAL DETRENDED CROSS-CORRELATION ANALYSIS OF CHINESE STOCK MARKETS BASED ON TIME DELAY
    Zhao, Xiaojun
    Shang, Pengjian
    Jin, Qiuyue
    [J]. FRACTALS-COMPLEX GEOMETRY PATTERNS AND SCALING IN NATURE AND SOCIETY, 2011, 19 (03) : 329 - 338
  • [49] The q-dependent detrended cross-correlation analysis of stock market
    Zhao, Longfeng
    Li, Wei
    Fenu, Andrea
    Podobnik, Boris
    Wang, Yougui
    Stanley, H. Eugene
    [J]. JOURNAL OF STATISTICAL MECHANICS-THEORY AND EXPERIMENT, 2018,
  • [50] Asymmetric Multifractal Detrended Cross-Correlation Analysis of EEG and sEMG in The Processes of Myodynamia Changes
    Zhang, Kai
    Xu, Guanghua
    Chen, Xiaobi
    Zhang, Sicong
    Zheng, Xiaowei
    Han, Chengcheng
    [J]. 2019 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN AND CYBERNETICS (SMC), 2019, : 223 - 227