PV-Net: An innovative deep learning approach for efficient forecasting of short-term photovoltaic energy production
Author:
Publisher
Elsevier BV
Subject
Industrial and Manufacturing Engineering,Strategy and Management,General Environmental Science,Renewable Energy, Sustainability and the Environment
Reference50 articles.
1. Prediction of diffuse horizontal irradiance using a new climate zone model;Abreu;Renew. Sustain. Energy Rev.,2019
2. A review and evaluation of the state-of-the-art in PV solar power forecasting: techniques and optimization;Ahmed;Renew. Sustain. Energy Rev.,2020
3. Simplified Clear Sky Model for Direct and Diffuse Insolation on Horizontal Surfaces;Bird,1981
4. A review of energy storage technologies for large scale photovoltaic power plants;Bullich-Massagué;Appl. Energy,2020
5. Short-term forecasting of photovoltaic solar power production using variational auto-encoder driven deep learning approach;Dairi;Appl. Sci.,2020
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