Kniha An Intelligent and Efficient ANN Approach Medha Joshi

An Intelligent and Efficient ANN Approach

Short Term Electric Load Forecasting

Jazyk: Angličtina
Vazba: Brožovaná
Dostupnost: Skladem u dodavatele
Odesíláme za 5-8 dnů
1 170
Load forecasting is very important for decision processes in the electricity sector. STELF provides...

Informace o knize

Jazyk
Angličtina
Vazba
Kniha - Brožovaná
Vydáno
2017
Stránek
148
EAN
9783659944864
ISBN
3659944866
Enbook ID
15789463
Hmotnost
237
Rozměry
150 x 220 x 9

Kompletní popis

Load forecasting is very important for decision processes in the electricity sector. STELF provides an accurate estimate for the operating of the power system and also a basis for energy transactions and decision making in energy markets. It is also very important for daily maintenance of power plants because most of the decisions, like the unit commitment, load shedding and the economic load dispatch is necessarily based on forecasts of future demands. As seen in the literatures, conventional approaches, like the regression model and the time-series based models, are not very suitable because of the complexity and labour involved in modeling. So in this proposed work, to fulfill the requirement of accurate forecast, an ANN approach was used to forecast the next hour electrical load for Safdarjang, New Delhi region.

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