Haiping Zhu

Data-driven remaining useful life prediction via multiple sensor signals and deep long short-term memory neural network

Jun Wu, Kui Hu, Yiwei Cheng et al. · ISA Transactions · 2019 · 329 citations

Multiple Sensor Signals, Machine Learning, Data Science +14

Intelligent fault diagnosis of rotating machinery based on continuous wavelet transform-local binary convolutional neural network

Yiwei Cheng, Manxi Lin, Jun Wu et al. · Knowledge-Based Systems · 2021 · 325 citations

Fault Diagnosis, Condition Monitoring, Intelligent Fault Diagnosis +9

Machine Health Monitoring Using Adaptive Kernel Spectral Clustering and Deep Long Short-Term Memory Recurrent Neural Networks

Yiwei Cheng, Haiping Zhu, Jun Wu et al. · IEEE Transactions on Industrial Informatics · 2018 · 209 citations

Engineering, Machine Learning, Data Science +15

A convolutional neural network based degradation indicator construction and health prognosis using bidirectional long short-term memory network for rolling bearings

Yiwei Cheng, Kui Hu, Jun Wu et al. · Advanced Engineering Informatics · 2021 · 156 citations

Health Prognosis, Condition Monitoring, Convolutional Neural Network +10

Stacked pruning sparse denoising autoencoder based intelligent fault diagnosis of rolling bearings

Haiping Zhu, Jiaxin Cheng, Cong Zhang et al. · Applied Soft Computing · 2020 · 135 citations

Fault Diagnosis, Intelligent Fault Diagnosis, Engineering +7