Title :
Improved filling algorithm to missing load based on the time series and regressing
Author :
Duan, Wu Huan ; Dong, Yu ; Li, Chun Sheng ; Zhong, Xiao Qiang
Author_Institution :
Sch. of Manage., USTC, Hefei, China
Abstract :
According to the continuity of time, hysteresis and periodic of power load, proposed the time series-regression algorithm. The algorithm modeling based on load characteristics, the relevance of the load and the hysteresis of daily at different time, and then do DW test for errors, solve the problems of the randomness and diversity of missing load. Experimental results show that the proposed algorithm outperforms the existing algorithms.
Keywords :
load management; regression analysis; time series; DW test; algorithm modeling; filling algorithm; load characteristics; load relevance; missing load diversity; missing load randomness; power load hysteresis; power load periodic; time continuity; time series-regression algorithm; Computational modeling; Computers; Educational institutions; Estimation; Hysteresis; Mathematical model; Time series analysis; DWtest; correlation; load missing; time series-regression;
Conference_Titel :
Electrical and Control Engineering (ICECE), 2011 International Conference on
Conference_Location :
Yichang
Print_ISBN :
978-1-4244-8162-0
DOI :
10.1109/ICECENG.2011.6057182
