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.

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 [10.1109/CDC.2013.6760012].

Estimation of a simple model of solar power generation using partial information

BIANCHINI, GIANNI;PAOLETTI, SIMONE;VICINO, ANTONIO;
2013-01-01

Abstract

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.
9781467357142
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 [10.1109/CDC.2013.6760012].
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11365/46661
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