Title :
Power prediction for grid-connected photovoltaic system in Malaysia
Author :
Zainuddin, Hedzlin ; Shaari, Sulaiman ; Omar, Ahmad Maliki ; Sulaiman, Shahril Irwan
Author_Institution :
Fac. of Appl. Sci., Univ. Teknol. MARA, Shah Alam, Malaysia
Abstract :
This paper presents the prediction performance and analysis of the power output from grid-connected photovoltaic (GCPV) system using power model. The power model used is presently applied in the testing, commissioning and acceptance test of grid-connected systems procedure in Malaysia. This study involved outdoor testing and validation of model through mathematical formula, root mean square error (RMSE), Pearson correlation coefficient (R2) and standard deviation (STD) determination. Results showed that most of the time, the actual power output was lower than the modelled power output. This implies that more derating factors should be considered in the existing power model such as aging and installation criteria.
Keywords :
mean square error methods; photovoltaic power systems; power grids; Malaysia; Pearson correlation coefficient; grid-connected photovoltaic system; power model; power prediction; root mean square error; standard deviation determination; Arrays; Correlation; Mathematical model; Photovoltaic systems; Predictive models; Temperature; Temperature measurement; derating factors; grid-connected (GC); photovoltaic (PV); power output;
Conference_Titel :
Sustainable Energy & Environment (ISESEE), 2011 3rd International Symposium & Exhibition in
Conference_Location :
Melaka
Print_ISBN :
978-1-4577-0340-9
DOI :
10.1109/ISESEE.2011.5977079