DocumentCode
707149
Title
Fuzzy based time series forecasting of electric load
Author
Otto, P. ; Schunk, T.
Author_Institution
Tech. Univ. Ilmenau, Ilmenau, Germany
fYear
1999
fDate
Aug. 31 1999-Sept. 3 1999
Firstpage
4799
Lastpage
4804
Abstract
The paper presents a new method for the forecast of time series. This method requires no model of the signal process. It is based on an arrangement of the current situation with situations from the past. With the aid of a fuzzy-processing algorithm, the forecast values are determined from this arrangement. The effectiveness is shown at an example for electric load forecast of a power distribution company.
Keywords
fuzzy set theory; load forecasting; power distribution; time series; electric load forecast; forecast value; fuzzy-based time series forecasting; fuzzy-processing algorithm; power distribution company; Companies; Current measurement; Load forecasting; Load modeling; Power distribution; Predictive models; Time series analysis; electric load; forecast; fuzzy-methods; time series;
fLanguage
English
Publisher
ieee
Conference_Titel
Control Conference (ECC), 1999 European
Conference_Location
Karlsruhe
Print_ISBN
978-3-9524173-5-5
Type
conf
Filename
7100095
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