Zhiyuan Si

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

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

Wind Power Probabilistic Forecasting Based on Wind Correction Using Weather Research and Forecasting Model

Menglin Li, Ming Yang, Yixiao Yu et al. · 2020 IEEE 3rd Student Conference on Electrical Machines and Systems (SCEMS) · 2020 · 17 citations

Forecasting Methodology, Engineering, Raw Wind Forecasting +19

A Hybrid Photovoltaic Power Prediction Model Based on Multi-source Data Fusion and Deep Learning

Zhiyuan Si, Ming Yang, Yixiao Yu et al. · 2020 IEEE 3rd Student Conference on Electrical Machines and Systems (SCEMS) · 2020 · 16 citations

Convolutional Neural Network, Engineering, Machine Learning +19

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

Zhiyuan Si, Ming Yang, Yixiao Yu · 2020 · 15 citations