Zhiwu Shang

A novel deep autoencoder and hyperparametric adaptive learning for imbalance intelligent fault diagnosis of rotating machinery

Wanxiang Li, Zhiwu Shang, Maosheng Gao et al. · Engineering Applications of Artificial Intelligence · 2021 · 69 citations

Artificial Intelligence, Fault Diagnosis, Engineering +9

A novel unsupervised anomaly detection method for rotating machinery based on memory augmented temporal convolutional autoencoder

Wanxiang Li, Zhiwu Shang, Jie Zhang et al. · Engineering Applications of Artificial Intelligence · 2023 · 58 citations

Anomaly Detection, Machine Learning, Data Science +7

Remaining useful life prediction based on transfer multi-stage shrinkage attention temporal convolutional network under variable working conditions

Wanxiang Li, Zhiwu Shang, Maosheng Gao et al. · Reliability Engineering & System Safety · 2022 · 52 citations

Engineering, Machine Learning, Data Science +10

A novel intelligent fault diagnosis method of rotating machinery based on signal-to-image mapping and deep Gabor convolutional adaptive pooling network

Wanxiang Li, Zhiwu Shang, Shiqi Qian et al. · Expert Systems with Applications · 2022 · 44 citations

Fault Diagnosis, Signal-to-image Mapping, Machine Vision +10

An Intelligent Fault Diagnosis Method of Multi-Scale Deep Feature Fusion Based on Information Entropy

Zhiwu Shang, Wanxiang Li, Maosheng Gao et al. · Chinese Journal of Mechanical Engineering · 2021 · 35 citations · Full text

Fault Diagnosis, Deep Features, Image Analysis +14