Xin Wang

ReLTanh: An activation function with vanishing gradient resistance for SAE-based DNNs and its application to rotating machinery fault diagnosis

Xin Wang, Qin Yi, Yi Wang et al. · Neurocomputing · 2019 · 159 citations

Computing, Computer Science, Computer Vision +16

A new wind turbine health condition monitoring method based on VMD-MPE and feature-based transfer learning

He Ren, Wenyi Liu, Mengchen Shan et al. · Measurement · 2019 · 138 citations

Computing, Computer Science, Feature Engineering +13

A novel wind turbine fault diagnosis method based on compressed sensing and DTL-CNN

Yan Zhang, Wenyi Liu, Xin Wang et al. · Renewable Energy · 2022 · 71 citations

Computing, Computer Science, Data Science +12

A novel wind turbine health condition monitoring method based on composite variational mode entropy and weighted distribution adaptation

He Ren, W.Y. Liu, Mengchen Shan et al. · Renewable Energy · 2020 · 37 citations

Engineering, Meteorology, Time Series Analysis +9

A novel hierarchical hyper-parameter search algorithm based on greedy strategy for wind turbine fault diagnosis

Yan Zhang, Wenyi Liu, Xin Wang et al. · Expert Systems with Applications · 2022 · 36 citations

Computing, Computational Engineering, Computer Science +16