90 citations · 94 across the 11 of their papers we have counts for
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stat.ML2017
An Unsupervised Method for Estimating the Global Horizontal Irradiance from Photovoltaic Power Measurements
Lorenzo Nespoli, Vasco Medici
In this paper, we present a method to determine the global horizontal irradiance (GHI) from the power measurements of one or more PV systems, located in the same neighborhood. The…
eess.SY2017★ 90 cited
Unsupervised Disaggregation of PhotoVoltaic Production from Composite Power Flow Measurements of Heterogeneous Prosumers
Fabrizio Sossan, Lorenzo Nespoli, Vasco Medici +1
We consider the problem of estimating the unobserved amount of photovoltaic (PV) generation and demand in a power distribution network starting from measurements of the aggregated…