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The significant uptake of residential and commercial solar photovoltaic (PV) systems worldwide has sparked a keen interest in monitoring the performance of these systems. In this paper, we develop a data-driven framework to systematically and holistically characterise the performance of a PV installation in the field. We demonstrate the efficacy of the proposed data-driven framework by applying it...
Geospatial data volume exceeds hundreds of Petabytes and is increasing exponentially mainly driven by images/videos/data generated by mobile devices and high resolution imaging systems. Fast data discovery on historical archives and/or real time datasets is currently limited by various data formats that have different projections and spatial resolution, requiring extensive data processing before analytics...
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