Fault Detection of Large Amounts of Photovoltaic Systems
نویسنده
چکیده
We study a model-based approach to detect sustainable faults of photovoltaic systems. We describe models and algorithms which allow us to analyze a large amount of photovoltaic systems. Our approach is based on median regression. We assume that we know the irradiance and produced energy of a photovoltaic system. The particular challenge of the data analysis problem we study here is the possible huge amount of photovoltaic systems and their continuous streams of data.
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