An Intelligent and Efficient ANN Approach: Short Term Electric Load Forecasting - Tapa blanda

Joshi, Medha; Joshi, Puneet

 
9783659944864: An Intelligent and Efficient ANN Approach: Short Term Electric Load Forecasting
Tapa blanda
ISBN 10: 3659944866 ISBN 13: 9783659944864
Editorial: LAP LAMBERT Academic Publishing, 2016

Sinopsis

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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Reseña del editor

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.

Biografía del autor

Er. Medha Joshi is working as an Assistant Professor in SLSET Group of Institutions, UTU, Dehradun. She received her B.Tech. degree in Electrical & Electronics Engineering from U.P.T.U. Lucknow, India in 2009 & M.Tech. degree in Electrical Energy System from G.B.P.U.A.T. Pantnagar, Uttarakhand, India in 2015.

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Editorial
LAP LAMBERT Academic Publishing
Año de publicación
2016
Idioma
Inglés
ISBN 10 
3659944866
ISBN 13 
9783659944864
Encuadernación
Tapa blanda
Número de páginas
148
Contacto del fabricante
no disponible
Persona responsable
no disponible