Design of a Fuzzy Time Series Forecasting Model for Hydro Power Generation

This paper mainly deals with the design of forecasting model for Hydro power generation using Fuzzy time series. The fuzzy time series has recently received an increasing attention because of its capability of dealing with vague and incomplete data. There have been a variety of models developed eith...

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Veröffentlicht in:International journal of computer applications 2013-01, Vol.74 (16), p.1-5
Hauptverfasser: Devi, Poornima, Lakshmi, C Vijaya, Sakthivel, E
Format: Artikel
Sprache:eng
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Zusammenfassung:This paper mainly deals with the design of forecasting model for Hydro power generation using Fuzzy time series. The fuzzy time series has recently received an increasing attention because of its capability of dealing with vague and incomplete data. There have been a variety of models developed either to improve forecasting accuracy or reduce computation overhead. This technique has been applied to forecast various fields and have been shown to forecast better than other models. Hence, in this paper fuzzy time series forecasting technique has been applied on hydro power generation data set. An algorithm is designed and based on the numerical calculations and graphical representations it reveals that Hydro Power generation can be forecasted by using Fuzzy Time Series.
ISSN:0975-8887
0975-8887
DOI:10.5120/12966-7719