Characterizing Long Memories in Electric Water Heater Power Consumption Time Series

被引:0
作者
Ye, Xianming [1 ]
Xia, Xiaohua [1 ]
Zhang, Jiangfeng [1 ]
Chen, YangQuan [2 ]
机构
[1] Univ Pretoria, Ctr New Energy Syst CNES, Dept Elect Elect & Comp Engn, ZA-0002 Pretoria, South Africa
[2] Utah State Univ, CSOIS, Dept Elect & Comp Engn, Logan, UT 84322 USA
来源
IEEE AFRICON 2011 | 2011年
关键词
MODEL;
D O I
暂无
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
This paper presents some empirical studies on the long memory properties in the time series of averaged electric water heater power consumption in an assemble of communities in two different geographical locations in South Africa. The long memory property in the power consumption time series is characterized by using the fractional order signal processing method. Results shows that the memory parameters in different communities in two different geographical locations are distinct.
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页数:6
相关论文
共 24 条
[1]  
[Anonymous], 1991, Stable Processes and Related Topics
[2]  
[Anonymous], 2006, Probability and random processes for electrical and computer engineers, DOI DOI 10.1017/CBO9780511813610
[3]  
Beran J., 1994, Statistics for Long-Memory Processes
[4]  
BEUTE N, 1991, THESIS POTCHEFSTROOM
[5]  
Brockwell P., 1998, Time Series: Theory and Methods
[6]   CHARACTERIZATION OF LINEAR AND HARMONIZABLE FRACTIONAL STABLE MOTIONS [J].
CAMBANIS, S ;
MAEJIMA, M ;
SAMORODNITSKY, G .
STOCHASTIC PROCESSES AND THEIR APPLICATIONS, 1992, 42 (01) :91-110
[7]   A BOTTOM-UP APPROACH TO RESIDENTIAL LOAD MODELING [J].
CAPASSO, A ;
GRATTIERI, W ;
LAMEDICA, R ;
PRUDENZI, A .
IEEE TRANSACTIONS ON POWER SYSTEMS, 1994, 9 (02) :957-964
[8]   Development of a Monte Carlo based aggregate model for residential electric water heater loads [J].
Dolan, PS ;
Nehrir, MH ;
Gerez, V .
ELECTRIC POWER SYSTEMS RESEARCH, 1996, 36 (01) :29-35
[9]   PARAMETER ESTIMATES FOR SYMMETRIC STABLE DISTRIBUTIONS [J].
FAMA, EF ;
ROLL, R .
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 1971, 66 (334) :331-338
[10]  
HURST HE, 1951, T AM SOC CIV ENG, V116, P770