Taxonomy research of artificial intelligence for deterministic solar power forecasting

Deep learning based ensemble approach for probabilistic wind power forecasting

Huaizhi Wang, Gangqiang Li, Guibin Wang et al. · Applied Energy · 2016 · 741 citations

Computing, Computational Engineering, Meteorology +16

Model-Free Renewable Scenario Generation Using Generative Adversarial Networks

Yize Chen, Yishen Wang, Daniel S. Kirschen et al. · IEEE Transactions on Power Systems · 2018 · 653 citations

Computing, Data Science, Machine Learning +14

Comparison of Support Vector Machine and Extreme Gradient Boosting for predicting daily global solar radiation using temperature and precipitation in humid subtropical climates: A case study in China

Junliang Fan, Xiukang Wang, Lifeng Wu et al. · Energy Conversion and Management · 2018 · 635 citations

Natural Sciences, Earth Sciences, Meteorology +17

A day-ahead PV power forecasting method based on LSTM-RNN model and time correlation modification under partial daily pattern prediction framework

Fei Wang, Zhiming Xuan, Zhao Zhen et al. · Energy Conversion and Management · 2020 · 622 citations

Computing, Data Science, Forecasting +16

Deep Learning for solar power forecasting — An approach using AutoEncoder and LSTM Neural Networks

André Gensler, Janosch Henze, Bernhard Sick et al. · 2016 · 612 citations

Computing, Computer Science, Forecasting +16