Browsing Computing Conference Papers by Author "48218"
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Global solar radiation prediction using artificial neural network models for New Zealand
Ahmad, Aziz; Anderson, T.N. (Solar 2014 Conference & Expo, 2014-05)In this study, nonlinear autoregressive recurrent neural networks with exogenous input (NARX) were used to predict global solar radiation across New Zealand. Data for nine hourly weather variables recorded across New Zealand ... -
Hourly power consumption prediction for New Zealand residential houses using artificial neural network models
Ahmad, Aziz; Anderson, T.N. (Australia PV Institute, 2014-12)In this study several Artificial Neural Network (ANN) models were experimented to predict electricity consumption for a residential house in New Zealand. The effect of day of the week and weather variables on electricity ...