This paper presents a heuristic method for the estimation of a model of a photovoltaic plant to be used for power generation forecasting purposes. The problem is addressed in a scenario where measurements of meteorological variables (i.e., irradiance and temperature) at the plant site are not available. The proposed approach efficiently exploits only power generation measurements and theoretical clear-sky irradiance, and is characterized by very low computational effort. A real-world application is presented to validate the procedure, which is also currently in pre-deployment phase at a Distribution System Operator control center in Northern Italy.
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|Titolo:||Estimation of a simple model of solar power generation using partial information|
|Citazione:||Bianchini, G., Paoletti, S., Vicino, A., Franco, C., & Federico, N. (2013). Estimation of a simple model of solar power generation using partial information. In Proc. of 52nd IEEE Conference on Decision and Control (pp.996-1000). IEEE.|
|Appare nelle tipologie:||4.1 Contributo in Atti di convegno|