Wind Resource Assessment and Forecast Planning with Neural Networks

In this paper we built three types of artificial neural networks, namely: Feed forward networks, Elman networks and Cascade forward networks, for forecasting wind speeds and directions. A similar network topology was used for all the forecast horizons, regardless of the model type. All the mo...

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Bibliographic Details
Main Authors: Nicolus K. Rotich, Jari Backman, Lassi Linnanen, Perfilieve Daniil
Format: Article
Language:English
Published: SDEWES Centre 2014-06-01
Series:Journal of Sustainable Development of Energy, Water and Environment Systems
Subjects:
Online Access: http://www.sdewes.org/jsdewes/pi2014.02.0015