TY - JOUR
T1 - Analysis of hourly demand data before and after the 2011 Tohoku earthquake
AU - Chida, Takuji
AU - Saitoh, Hiroumi
AU - Toyoda, Junichi
N1 - Publisher Copyright:
© 2015 Wiley Periodicals, Inc.
PY - 2015/8/1
Y1 - 2015/8/1
N2 - On March 11, 2011, the power system suffered heavy damage from the huge earthquake and tsunami in the Tohoku region. This paper describes the change of features included in the time series of open demand data for the disaster of 3/11/2011. The demand data are separated into three sections: one for the "predisaster" analysis from April 2008 to February 2011, the second for the "during-disaster" survey from March to May 2011, and the last for the "postdisaster" analysis from June 2011 to March 2013. We distinguished the periodic components of daily, weekly, and seasonal fluctuation among the demand time series by applying a newly developed procedure, the quasi-ideal moving average method. Some significant changes were observed in the statistics of the predisaster and postdisaster periodic component analysis. The change in temperature sensitivity was also surveyed by using open weather data for Sendai.
AB - On March 11, 2011, the power system suffered heavy damage from the huge earthquake and tsunami in the Tohoku region. This paper describes the change of features included in the time series of open demand data for the disaster of 3/11/2011. The demand data are separated into three sections: one for the "predisaster" analysis from April 2008 to February 2011, the second for the "during-disaster" survey from March to May 2011, and the last for the "postdisaster" analysis from June 2011 to March 2013. We distinguished the periodic components of daily, weekly, and seasonal fluctuation among the demand time series by applying a newly developed procedure, the quasi-ideal moving average method. Some significant changes were observed in the statistics of the predisaster and postdisaster periodic component analysis. The change in temperature sensitivity was also surveyed by using open weather data for Sendai.
KW - Tohoku earthquake of 3/11
KW - Tohoku region
KW - hourly demand data
KW - quasi-ideal moving average method
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U2 - 10.1002/eej.22737
DO - 10.1002/eej.22737
M3 - Article
AN - SCOPUS:84927649601
SN - 0424-7760
VL - 192
SP - 46
EP - 53
JO - Electrical Engineering in Japan (English translation of Denki Gakkai Ronbunshi)
JF - Electrical Engineering in Japan (English translation of Denki Gakkai Ronbunshi)
IS - 3
ER -