Accurate photovoltaic power prediction via temperature correction with physics-informed neural networks

A survey of deep neural network architectures and their applications

Weibo Liu, Zidong Wang, Xiaohui Liu et al. · Neurocomputing · 2016 · 3.3K citations

Computing, Computer Engineering, Computer Science +12

Scientific Machine Learning Through Physics–Informed Neural Networks: Where we are and What’s Next

Salvatore Cuomo, Vincenzo Schiano Di Cola, Fabio Giampaolo et al. · Journal of Scientific Computing · 2022 · 2.3K citations · Full text

Computing, Computer Science, Physics +16

A 24-h forecast of solar irradiance using artificial neural network: Application for performance prediction of a grid-connected PV plant at Trieste, Italy

A. Mellit, Alessandro Pavan · Solar Energy · 2010 · 885 citations

Agriculture, Meteorology, Forecasting +16

A thermal model for photovoltaic panels under varying atmospheric conditions

S. Armstrong, W.G. Hurley · Applied Thermal Engineering · 2010 · 630 citations

Engineering, Architectural Engineering, Environmental Engineering +16

A survey on deep learning methods for power load and renewable energy forecasting in smart microgrids

Sheraz Aslam, Herodotos Herodotou, Syed Muhammad Mohsin et al. · Renewable and Sustainable Energy Reviews · 2021 · 615 citations · Full text

Agriculture, Infrastructure Planning, Forecasting +16