Browsing Τμήμα Ηλεκτρολόγων Μηχανικών και Μηχανικών Υπολογιστών / Department of Electrical and Computer Engineering by Author "Ransome, Steve"
Now showing items 1-2 of 2
-
Conference Object
Optimal development of location and technology independent machine learning photovoltaic performance predictive models
Livera, Andreas; Theristis, Marios; Makrides, George; Ransome, Steve; Sutterlueti, Juergen; Georghiou, George E. (2019)Photovoltaic (PV) power prediction is important for monitoring the performance of PV plants. The scope of this work is to develop a methodology for deriving an optimized location and technology independent machine learning ...
-
Conference Object
Performance Analysis of Mechanistic and Machine Learning Models for Photovoltaic Energy Yield Prediction
Livera, Andreas; Theristis, Marios; Makrides, George; Sutterlueti, Juergen; Ransome, Steve; Georghiou, George (2019)In this work, the prediction performance of the mechanistic performance model (MPM) and a machine learning Feed Forward Neural Network (FFNN), was evaluated using yearly datasets, containing sixty-minute average and ...