Zhuofu Pan

A novel deep learning based fault diagnosis approach for chemical process with extended deep belief network

Yalin Wang, Zhuofu Pan, Xiaofeng Yuan et al. · ISA Transactions · 2019 · 398 citations

Computing, Chemical Engineering, Computer Science +17

Imputation of Missing Values in Time Series Using an Adaptive-Learned Median-Filled Deep Autoencoder

Zhuofu Pan, Yalin Wang, Kai Wang et al. · IEEE Transactions on Cybernetics · 2022 · 93 citations

Computing, Computer Science, Industrial Engineering +17

VAE-Based Interpretable Latent Variable Model for Process Monitoring

Zhuofu Pan, Yalin Wang, Yue Cao et al. · IEEE Transactions on Neural Networks and Learning Systems · 2023 · 39 citations

Computing, Computer Science, Machine Learning +14

A classification-driven neuron-grouped SAE for feature representation and its application to fault classification in chemical processes

Zhuofu Pan, Yalin Wang, Xiaofeng Yuan et al. · Knowledge-Based Systems · 2021 · 34 citations

Computing, Chemical Engineering, Computer Science +16

No-Delay Multimodal Process Monitoring Using Kullback-Leibler Divergence-Based Statistics in Probabilistic Mixture Models

Yue Cao, Nabil Magbool Jan, Biao Huang et al. · IEEE Transactions on Automation Science and Engineering · 2022 · 18 citations

Engineering, Systems Engineering, Bayesian Data Analysis +16