Solar irradiance forecasting based on direct explainable neural network
Sign Up to like & getrecommendations! Published in 2020 at "Energy Conversion and Management"
DOI: 10.1016/j.enconman.2020.113487
Abstract: Abstract As the penetration of solar energy into electrical power and energy system expands in recent years over the world, accurate solar irradiance forecasting is becoming highly important. However, the existing solar irradiance forecasting methods… read more here.
Keywords: network; irradiance forecasting; explainable neural; solar irradiance ... See more keywords
Assessing Decadal Predictability in an Earth‐System Model Using Explainable Neural Networks
Sign Up to like & getrecommendations! Published in 2021 at "Geophysical Research Letters"
DOI: 10.1029/2021gl093842
Abstract: We show that explainable neural networks can identify regions of oceanic variability that contribute predictability on decadal timescales in a fully coupled Earth‐system model. The neural networks learn to use sea‐surface temperature anomalies to predict… read more here.
Keywords: system model; predictability; neural networks; earth system ... See more keywords