Browsing Faculty Work (AUS Sustainability) by Subject "Neural Networks"
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Forecasting Energy Demand: The Case of United Arab Emirates
(American University of Sharjah, 2018)The purpose of this study is to forecast energy use in United Arab Emirates (UAE) using annual data over the period 1976-2009. The methodology used in this study follows the artificial neural networks analyses. We use four ... -
Using Linear Regression and Back Propagation Neural Networks to Predict Performance of Soiled PV Modules
(Elsevier, 2019)This paper presents a study on neural network-based modeling techniques and sensor data to estimate the power output of photovoltaic systems under soiling conditions. Predicting maximum power output under soiling conditions ...