Linghui Meng

Highly imbalanced fault diagnosis of mechanical systems based on wavelet packet distortion and convolutional neural networks

Minghang Zhao, Xuyun Fu, Yongjian Zhang et al. · Advanced Engineering Informatics · 2022 · 77 citations

Wavelet Packet Distortion, Fault Diagnosis, Imbalanced Fault Diagnosis +11

MixSpeech: Data Augmentation for Low-Resource Automatic Speech Recognition

Linghui Meng, Jin Xu, Xu Tan et al. · 2021 · 69 citations

Asr Model, Engineering, Machine Learning +16

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

Empirical mode reconstruction: Preserving intrinsic components in data augmentation for intelligent fault diagnosis of civil aviation hydraulic pumps

Linghui Meng, Minghang Zhao, Zhiquan Cui et al. · Computers in Industry · 2021 · 44 citations

Fault Diagnosis, Intelligent Fault Diagnosis, Engineering +11

Data Augmentation via Randomized Wavelet Expansion and Its Application in Few-Shot Fault Diagnosis of Aviation Hydraulic Pumps

Minghang Zhao, Xuyun Fu, Yongjian Zhang et al. · IEEE Transactions on Instrumentation and Measurement · 2021 · 40 citations

Fault Diagnosis, Convolutional Neural Network, Wavelet Coefficients +17