UPDF AI

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

S. Aslam,H. Herodotou,3 Authors,S. Aslam

2021 · DOI: 10.1016/J.RSER.2021.110992
Renewable & Sustainable Energy Reviews · 440 Citations

TLDR

A comprehensive survey of the existing DL-based approaches, which are developed for power forecasting of wind turbines and solar panels as well as electric power load forecasting, and discusses the datasets used to train and test the differentDL-based prediction models, enabling future researchers to identify appropriate datasets to use in their work.