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Author

Zhuofu Pan

ORCID: 0000-0002-9198-4345
Observed ORCID: 0000-0002-9198-4345
OpenAlex ID: A5091808305
A novel deep learning based fault diagnosis approach for chemical process with extended deep belief network
2019 · Yalin Wang, Zhuofu Pan, et al. · ISA Transactions · 411
Imputation of Missing Values in Time Series Using an Adaptive-Learned Median-Filled Deep Autoencoder
2022 · Zhuofu Pan, Yalin Wang, et al. · IEEE Transactions on Cybernetics · 100
VAE-Based Interpretable Latent Variable Model for Process Monitoring
2023 · Zhuofu Pan, Yalin Wang, et al. · IEEE Transactions on Neural Networks and Learning Systems · 48
A classification-driven neuron-grouped SAE for feature representation and its application to fault classification in chemical processes
2021 · Zhuofu Pan, Yalin Wang, et al. · Knowledge-Based Systems · 34
No-Delay Multimodal Process Monitoring Using Kullback-Leibler Divergence-Based Statistics in Probabilistic Mixture Models
2022 · Yue Cao, Nabil Magbool Jan, et al. · IEEE Transactions on Automation Science and Engineering · 19
A new generative adversarial networks-based fault diagnosis framework: Learning a mapping to estimate fault
2024 · Ling Li, Zhuofu Pan, et al. · Neurocomputing · 11
Layer‐wise contribution‐filtered propagation for deep learning‐based fault isolation
2022 · Zhuofu Pan, Yalin Wang, et al. · International Journal of Robust and Nonlinear Control · 8
A New Perspective on AE- and VAE-based Process Monitoring
2022 · Zhuofu Pan, Hongtian Chen, et al. · 8
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Containment problem for multi‐agent systems with position and velocity constraints
2022 · Jie Chen, Yalin Wang, et al. · International Journal of Robust and Nonlinear Control · 6
A New Perspective on AE- and VAE-based Process Monitoring
2022 · Zhuofu Pan, Hongtian Chen, et al. · 6
Slope Stability Analysis Based on Morgenstern-Price Method and Improved Radial Movement Optimization Algorithm
2018 · Liangxing Jin, Qixuan Feng, et al. · Zhongguo gonglu xuebao · 5
A memristive neural network with hidden multi-butterfly dynamics: dynamics analysis, circuit implementation, and secure encryption application
2025 · Mengting Chen, Zhuofu Pan, et al. · Physica Scripta · 4
A Segmental Autoencoder-based Fault Detection for Nonlinear Dynamic Systems: An Interpretable Learning Framework
2022 · Hongtian Chen, Zhuofu Pan, et al. · IEEE Data Driven Control and Learning Systems Conference (DDCLS) · 4
Generation of Uncorrelated Residual Variables for Chemical Process Fault Diagnosis via Transfer Learning-Based Input–Output Decoupled Networks
2025 · Zhuofu Pan, Qingkai Sui, et al. · IEEE Transactions on Instrumentation and Measurement · 3
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A Segmental Autoencoder-based Fault Detection for Nonlinear Dynamic Systems: An Interpretable Learning Framework
2022 · Hongtian Chen, Zhuofu Pan, et al. · 2
Fault Diagnosis Based on Multiscale Multivariate Dispersive Entropy and Bayesian-optimized LSTM Networks for Motor Bearing
2023 · Ling Li, Yucheng Ma, et al. · CAA Symposium on Fault Detection, Supervision and Safety for Technical Processes (SAFEPROCESS) · 1
TriGraph GCN and LoRA-BiFusion: A Lightweight Geometry-Guided Framework for Visual Speech Recognition
2026 · Yue Chen, Chen Ou, et al. · International Symposium on Autonomous Systems (ISAS)
A Factorization-Machine-Assisted Reversible Controlled Koopman Network for Chemical Quality Indicator Prediction
2026 · Zhuofu Pan, Di Zheng, et al. · IEEE Transactions on Industrial Electronics
Cascaded Structural State Observer Considering Interlayer Closure Error Minimization
2024 · Menglong Wang, Ling Li, et al. · International Conference on Control, Robotics and Cybernetics (CRC)
A Segmental Autoencoder-based Fault Detection for Nonlinear Dynamic Systems: An Interpretable Learning Framework
2022 · Hongtian Chen, Zhuofu Pan, et al.
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Works count: 20
Citation count: 670
H-index: 8
I10-index: 6
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