Browsing by Author "48218"
Now showing items 1-6 of 6
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Active demand side management of a grid connected photovoltaic energy system using optimal control
Ahmad, Aziz; Anderson, T.N.; Swain, A.; Kamran, M. (2018-04)In this study, optimal energy management for a grid-connected photovoltaic-battery hybrid system was proposed to benefit customers at the demand side. The management of energy flow aims to minimize electricity cost subject ... -
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 ... -
A platform for analysing advanced photovoltaic energy controllers
Ahmad, Aziz; Anderson, T.N.; Lie, T.T.; Holmes, Wayne (2015-12)Photovoltaic (PV) based power generation technology is being pushed to the forefront as a viable alternative source of renewable energy, particularly in small scale domestic applications. In addition, there is a growing ... -
Prediction of electricity consumption for residential houses in New Zealand
Ahmad, Aziz; Anderson, T.N.; Rehman, Saeed (European Alliance for Innovation (EAI), 2018-07-10)Residential consumer’s demand of electricity is continuously growing, which leads to high greenhouse gas emissions. Detailed analysis of electricity consumption characteristics for residential buildings is needed to improve ... -
Residential household electrical appliance management using model predictive control of a grid connected photovoltaic-battery system
Ahmad, Aziz; Anderson, T.N.; Swain, A.; Lie, T.T.; Currie, J.; Holmes, Wayne (2016-12)Grid-connected photovoltaic (PV) based power generation technology is being pushed to the forefront as a viable alternative source of renewable energy, particularly in small-scale domestic applications. Due to the variable ...