Qingtao Yao

Transformer-based meta learning method for bearing fault identification under multiple small sample conditions

Xianze Li, Hao Su, Ling Xiang et al. · Mechanical Systems and Signal Processing · 2023 · 73 citations

Computing, Computer Science, Machine Learning +15

A novel model for ultra-short term wind power prediction based on Vision Transformer

Ling Xiang, Xiaomengting Fu, Qingtao Yao et al. · Energy · 2024 · 61 citations

Computing, Computer Science, Computer Vision +15

A novel composed method of cleaning anomy data for improving state prediction of wind turbine

Qingtao Yao, Hao-Wei Zhu, Ling Xiang et al. · Renewable Energy · 2022 · 40 citations

Computing, Computer Science, Meteorology +13

A novel stochastic process diffusion model for wind turbines condition monitoring and fault identification with multi-parameter information fusion

Qingtao Yao, Hankun Bing, Guopeng Zhu et al. · Mechanical Systems and Signal Processing · 2024 · 34 citations

Engineering, Systems Engineering, Sensor Fusion +16

Impact of Wind Power Penetration on Wind–Thermal-Bundled Transmission System

Ling Xiang, Hao-Wei Zhu, Yue Zhang et al. · IEEE Transactions on Power Electronics · 2022 · 29 citations

Engineering, Electrical Engineering, Energy Systems +16