DocumentCode
725497
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
fYear
2015
fDate
10-13 June 2015
Firstpage
1379
Lastpage
1383
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;
fLanguage
English
Publisher
ieee
Conference_Titel
Environment and Electrical Engineering (EEEIC), 2015 IEEE 15th International Conference on
Conference_Location
Rome
Print_ISBN
978-1-4799-7992-9
Type
conf
DOI
10.1109/EEEIC.2015.7165371
Filename
7165371
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