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Detection of different degradation mechanisms for photovoltaic systems using data-driven algorithms
(Πανεπιστήμιο Κύπρου, Πολυτεχνική Σχολή / University of Cyprus, Faculty of Engineering, 2021)
A main requirement for the photovoltaic (PV) uptake is the assurance of the lifetime energy yield and formulation of strict warranties to reduce investment risk. This requires reliable detection of PV underperformance ...
Optimal methodology for forecasting performance loss rate of fielded photovoltaic systems using Robust Principal Component Analysis and Auto-Regressive Integrated Moving Average
(Πανεπιστήμιο Κύπρου, Πολυτεχνική Σχολή / University of Cyprus, Faculty of Engineering, 2021-12)
Photovoltaic (PV) systems exhibit different degradation modes resulting to different performance loss rates (PLR). The degradation modes can be attributed to environmental and internal factors (e.g., temperature, humidity, ...