Browsing by Author "Sutterlueti, Juergen"
Now showing items 1-3 of 3
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Conference Object
Advanced Diagnostic Approach of Failures for Grid-Connected Photovoltaic (PV) Systems
Livera, Andreas; Theristis, Marios; Makrides, George; Sutterlueti, Juergen; Georghiou, George (2018)Real-time identification of failures in photovoltaic (PV) systems is crucial for achieving reactive maintenance schemes that, in turn, will increase the system reliability and guarantee the lifetime output. Following this ...
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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 ...
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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 ...