Energy, economic and environmental performance simulation of a hybrid renewable microgeneration system with neural network predictive control

The use of artificial neural networks (ANNs) in various applications has grown significantly over the years. This paper compares an ANN based approach with a conventional on-off control applied to the operation of a ground source heat pump/photovoltaic thermal system serving a single house located i...

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Bibliographic Details
Main Authors: Evgueniy Entchev, Libing Yang, Mohamed Ghorab, Antonio Rosato, Sergio Sibilio
Format: Article
Language:English
Published: Elsevier 2018-03-01
Series:Alexandria Engineering Journal
Online Access:http://www.sciencedirect.com/science/article/pii/S1110016816302472