Feasibility of Black-Box Time Domain Modeling of Single-Phase Photovoltaic Inverters Using Artificial Neural Networks

Feasibility of Black-Box Time Domain Modeling of Single-Phase Photovoltaic Inverters Using Artificial Neural Networks

This paper introduces a new black-box approach for time domain modeling of commercially available single-phase photovoltaic (PV) inverters in low voltage networks. An artificial neural network is used as a nonlinear autoregressive exogenous model to represent the steady state behavior as well as dyn...

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Bibliographic Details
Main Authors: Elias Kaufhold, Simon Grandl, Jan Meyer, Peter Schegner
Format: Article
Language:English
Published: MDPI AG 2021-04-01
Series:Energies
Subjects:
artificial intelligence
converter
modeling
photovoltaics
power electronics
power quality
Online Access:https://www.mdpi.com/1996-1073/14/8/2118

Internet

https://www.mdpi.com/1996-1073/14/8/2118

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