Deyang Wu

Process topology convolutional network model for chemical process fault diagnosis

Deyang Wu, Jinsong Zhao · Process Safety and Environmental Protection · 2021 · 141 citations

Fault Diagnosis, Engineering, Machine Learning +11

An intelligent fire detection approach through cameras based on computer vision methods

Hao Wu, Deyang Wu, Jinsong Zhao · Process Safety and Environmental Protection · 2019 · 110 citations

Image Analysis, Engineering, Fire Safety +6

One step forward for smart chemical process fault detection and diagnosis

Xiaotian Bi, Ruoshi Qin, Deyang Wu et al. · Computers & Chemical Engineering · 2022 · 93 citations

Fault Diagnosis, Chemical Engineering, Engineering +7

Large-scale chemical process causal discovery from big data with transformer-based deep learning

Xiaotian Bi, Deyang Wu, Daoxiong Xie et al. · Process Safety and Environmental Protection · 2023 · 67 citations

Transformer-based Deep Learning, Discovery Technique, Engineering +10

ProTopormer: Toward Understandable Fault Diagnosis Combining Process Topology for Chemical Processes

Deyang Wu, Xiaotian Bi, Jinsong Zhao · Industrial & Engineering Chemistry Research · 2023 · 34 citations

Artificial Intelligence, Fault Diagnosis, Engineering +19