Title :
Energy production forecasting in a PV plant using transfer function models
Author :
Dellino, Gabriella ; Laudadio, Teresa ; Mari, Renato ; Mastronardi, Nicola ; Meloni, Carlo ; Vergura, Silvano
Author_Institution :
Consiglio Naz. delle Ric., Ist. per le Applicazioni del Calcolo “M. Picone”, Bari, Italy
Abstract :
This paper deals with the issue of forecasting energy production of a Photo-Voltaic (PV) plant, needed by the Distribution System Operator (DSO) for grid planning. As the energy production of a PV plant is strongly dependent on the environmental conditions, the DSO has difficulties to manage an electrical system with stochastic generation. This implies the need to have a reliable forecasting of the irradiance level for the next day in order to setup the whole distribution network. To this aim, this paper proposes the use of transfer function models. The assessment of quality and accuracy of the proposed method has been conducted on a set of scenarios based on real data.
Keywords :
distribution networks; photovoltaic power systems; power generation planning; power grids; stochastic processes; transfer functions; PV plant; distribution network; distribution system operator; energy production forecasting; grid planning; irradiance level; photovoltaic plant; stochastic generation; transfer function models; Analytical models; Computational modeling; Forecasting; Photovoltaic systems; Predictive models; Production; Transfer functions;
Conference_Titel :
Environment and Electrical Engineering (EEEIC), 2015 IEEE 15th International Conference on
Conference_Location :
Rome
Print_ISBN :
978-1-4799-7992-9
DOI :
10.1109/EEEIC.2015.7165371