DocumentCode
2739309
Title
Adaptive Filter and Improved Gray Predictive Model Based Multi-Model Predictive Method and Its Application in Quarter Load Forecasting
Author
Jun Yan ; Chengwang Zhao ; Xingsheng Gu
Author_Institution
Res. Inst. of Autom., East China Univ. of Sci. & Technol., Shanghai
Volume
2
fYear
0
fDate
0-0 0
Firstpage
7557
Lastpage
7561
Abstract
Based on adaptive filter model and optimized GM(1,1) model, a new method - combined multi model of optimized GM(1,1) and adaptive filter - is introduced, which exponent smoothing the history data and dived the history data according to its time property to gain the better result. Simulation results demonstrate the effectiveness of the model and the feasibility of the proposed algorithm
Keywords
adaptive filters; grey systems; load forecasting; smoothing methods; adaptive filter; exponent smoothing; gray predictive model; multimodel predictive method; power load forecasting; quarter load forecasting; Adaptive filters; Automation; History; Intelligent control; Load forecasting; Optimization methods; Predictive models; Smoothing methods; Grey Model; adaptive filter; exponent smoothing; power load forecasting;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Control and Automation, 2006. WCICA 2006. The Sixth World Congress on
Conference_Location
Dalian
Print_ISBN
1-4244-0332-4
Type
conf
DOI
10.1109/WCICA.2006.1713435
Filename
1713435
Link To Document