Forecast Quality of Physics-Based and Data-Driven PV Performance Models for a Small-Scale PV System

Forecast Quality of Physics-Based and Data-Driven PV Performance Models for a Small-Scale PV System

In the context of smart grids, the need for forecasts of the power output of small-scale photovoltaic (PV) arrays increases as control processes such as the management of flexibilities in the distribution grid gain importance. However, there is often only very little knowledge about the PV systems i...

Full description

Bibliographic Details
Main Authors: Moritz Stüber, Felix Scherhag, Matthieu Deru, Alassane Ndiaye, Muhammad Moiz Sakha, Boris Brandherm, Jörg Baus, Georg Frey
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-05-01
Series:Frontiers in Energy Research
Subjects:
PV forecasting
forecast quality
numerical weather prediction
smart grid
PV modeling
machine learning
Online Access:https://www.frontiersin.org/articles/10.3389/fenrg.2021.639346/full

Internet

https://www.frontiersin.org/articles/10.3389/fenrg.2021.639346/full

Similar Items