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Jinsong Zhao

Deep convolutional neural network model based chemical process fault diagnosis
2018 · Hao Wu, Jinsong Zhao · Computers & Chemical Engineering · 536
A deep belief network based fault diagnosis model for complex chemical processes
2017 · Zhanpeng Zhang, Jinsong Zhao · Computers & Chemical Engineering · 315
A new unsupervised data mining method based on the stacked autoencoder for chemical process fault diagnosis
2020 · Shaodong Zheng, Jinsong Zhao · Computers & Chemical Engineering · 165
Process topology convolutional network model for chemical process fault diagnosis
2021 · Deyang Wu, Jinsong Zhao · Process Safety and Environmental Protection · 161
A novel process monitoring approach based on variational recurrent autoencoder
2019 · Feifan Cheng, Q. Peter He, et al. · Computers & Chemical Engineering · 153
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Fault detection and diagnosis based on transfer learning for multimode chemical processes
2020 · Hao Wu, Jinsong Zhao · Computers & Chemical Engineering · 148
A sensitive electrochemical sensor based on 3D porous melamine-doped rGO/MXene composite aerogel for the detection of heavy metal ions in the environment
2023 · Yuanyuan Chen, Peng Zhao, et al. · Talanta · 126
An intelligent fire detection approach through cameras based on computer vision methods
2019 · Hao Wu, Deyang Wu, et al. · Process Safety and Environmental Protection · 122
An intelligent vision-based approach for helmet identification for work safety
2018 · Hao Wu, Jinsong Zhao · Computers in Industry · 121
One step forward for smart chemical process fault detection and diagnosis
2022 · Xiaotian Bi, Ruoshi Qin, et al. · Computers & Chemical Engineering · 120
Smart Manufacturing for the Oil Refining and Petrochemical Industry
2017 · Zhihong Yuan, Weizhong Qin, et al. · Engineering · 116
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A novel orthogonal self-attentive variational autoencoder method for interpretable chemical process fault detection and identification
2021 · Xiaotian Bi, Jinsong Zhao · Process Safety and Environmental Protection · 106
Abnormal situation management: Challenges and opportunities in the big data era
2016 · Yidan Shu, Liang Ming, et al. · Computers & Chemical Engineering · 100
A dynamic alarm management strategy for chemical process transitions
2013 · Jianfeng Zhu, Yidan Shu, et al. · Journal of Loss Prevention in the Process Industries · 95
Large-scale chemical process causal discovery from big data with transformer-based deep learning
2023 · Xiaotian Bi, Deyang Wu, et al. · Process Safety and Environmental Protection · 89
A novel transformer-based multi-variable multi-step prediction method for chemical process fault prognosis
2022 · Yiming Bai, Jinsong Zhao · Process Safety and Environmental Protection · 85
Self-adaptive deep learning for multimode process monitoring
2020 · Hao Wu, Jinsong Zhao · Computers & Chemical Engineering · 71
Fault Diagnosis of Batch Chemical Processes Using a Dynamic Time Warping (DTW)-Based Artificial Immune System
2011 · Yiyang Dai, Jinsong Zhao · Industrial & Engineering Chemistry Research · 62
Data-driven causal inference based on a modified transfer entropy
2013 · Yidan Shu, Jinsong Zhao · Computers & Chemical Engineering · 61
Lessons learned for process safety management in China
2014 · Jinsong Zhao, Johanna Suikkanen, et al. · Journal of Loss Prevention in the Process Industries · 56
Abnormal situation management for smart chemical process operation
2016 · Yiyang Dai, Hangzhou Wang, et al. · Current Opinion in Chemical Engineering · 52
A dynamic-inner LSTM prediction method for key alarm variables forecasting in chemical process
2022 · Yiming Bai, Shuaiyu Xiang, et al. · Chinese Journal of Chemical Engineering · 43
ProTopormer: Toward Understandable Fault Diagnosis Combining Process Topology for Chemical Processes
2023 · Deyang Wu, Xiaotian Bi, et al. · Industrial & Engineering Chemistry Research · 41
A Self-Adaptive Temporal-Spatial Self-Training Algorithm for Semisupervised Fault Diagnosis of Industrial Processes
2021 · Shaodong Zheng, Jinsong Zhao · IEEE Transactions on Industrial Informatics · 39
Multidimensional non-orthogonal wavelet-sigmoid basis function neural network for dynamic process fault diagnosis
1998 · Jinsong Zhao, Bingzhen Chen, et al. · Computers & Chemical Engineering · 36
Works count: 109
Citation count: 3,739
H-index: 30
I10-index: 52
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