Xiaoliang Wei

Cavitation intensity recognition for high-speed axial piston pumps using 1-D convolutional neural networks with multi-channel inputs of vibration signals

Qun Chao, Jianfeng Tao, Xiaoliang Wei et al. · Alexandria Engineering Journal · 2020 · 61 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +17

Identification of cavitation intensity for high-speed aviation hydraulic pumps using 2D convolutional neural networks with an input of RGB-based vibration data

Qun Chao, Jianfeng Tao, Xiaoliang Wei et al. · Measurement Science and Technology · 2020 · 24 citations

Fast scaling approach based on cavitation conditions to estimate the speed limitation for axial piston pump design

Qun Chao, Jianfeng Tao, Junbo Lei et al. · Frontiers of Mechanical Engineering · 2021 · 21 citations

Speed Limitation, Cavitating Flow, Engineering +9

Improving accuracy of cavitation severity recognition in axial piston pumps by denoising time–frequency images

Qun Chao, Xiaoliang Wei, Junbo Lei et al. · Measurement Science and Technology · 2022 · 21 citations

Convolutional Neural Network, Engineering, Machine Learning +18

Cavitation recognition of axial piston pumps in noisy environment based on Grad‐CAM visualization technique

Qun Chao, Xiaoliang Wei, Jianfeng Tao et al. · CAAI Transactions on Intelligence Technology · 2022 · 14 citations · Full text

Cavitation, Cavitating Flow, Deep Neural Networks +15