Jinhua Zhang

Short-term forecasting and uncertainty analysis of wind turbine power based on long short-term memory network and Gaussian mixture model

Jinhua Zhang, Jie Yan, David Infield et al. · Applied Energy · 2019 · 372 citations · Full text

A VMD and LSTM Based Hybrid Model of Load Forecasting for Power Grid Security

Lingling Lv, Zongyu Wu, Jinhua Zhang et al. · IEEE Transactions on Industrial Informatics · 2021 · 250 citations · Full text

Forecasting Methodology, Engineering, Power Grid Operation +20

Short-term forecasting and uncertainty analysis of wind power based on long short-term memory, cloud model and non-parametric kernel density estimation

Bo Gu, Tianren Zhang, Hang Meng et al. · Renewable Energy · 2020 · 146 citations

Engineering, Wind Power Generation, Smart Grid +10

A preliminary numerical study of the wake effects on the fatigue load for wind farm based on elastic actuator line model

Hang Meng, Li Li, Jinhua Zhang · Renewable Energy · 2020 · 31 citations

Fatigue Load, Wind Farm, Engineering +10

Research on short-term wind power combined forecasting and its Gaussian cloud uncertainty to support the integration of renewables and EVs

Jinhua Zhang, Hang Meng, Bo Gu et al. · Renewable Energy · 2020 · 23 citations

Forecasting Methodology, Probabilistic Forecasting, Engineering +9