DocumentCode
1975707
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
fYear
2011
fDate
16-18 Sept. 2011
Firstpage
4537
Lastpage
4539
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;
fLanguage
English
Publisher
ieee
Conference_Titel
Electrical and Control Engineering (ICECE), 2011 International Conference on
Conference_Location
Yichang
Print_ISBN
978-1-4244-8162-0
Type
conf
DOI
10.1109/ICECENG.2011.6057182
Filename
6057182
Link To Document