Yixiao Yu

Photovoltaic power forecast based on satellite images considering effects of solar position

Zhiyuan Si, Ming Yang, Yixiao Yu et al. · Applied Energy · 2021 · 171 citations

Engineering, Photovoltaic Power Forecast, Photovoltaic System +16

A Wind Speed Correction Method Based on Modified Hidden Markov Model for Enhancing Wind Power Forecast

Menglin Li, Ming Yang, Yixiao Yu et al. · IEEE Transactions on Industry Applications · 2021 · 133 citations

Meteorology, Probabilistic Forecasting, Engineering +14

Probabilistic Prediction of Regional Wind Power Based on Spatiotemporal Quantile Regression

Yixiao Yu, Xueshan Han, Ming Yang et al. · IEEE Transactions on Industry Applications · 2020 · 98 citations

Engineering, Machine Learning, Feature Extraction +18

A deep reinforcement learning method for managing wind farm uncertainties through energy storage system control and external reserve purchasing

Jierui Yang, Ming Yang, M.X. Wang et al. · International Journal of Electrical Power & Energy Systems · 2020 · 92 citations

Energy Control, Engineering, Deep Reinforcement +6

Hybrid Solar Forecasting Method Using Satellite Visible Images and Modified Convolutional Neural Networks

Zhiyuan Si, Yixiao Yu, Ming Yang et al. · IEEE Transactions on Industry Applications · 2020 · 63 citations

Climatology, Meteorology, Engineering +15