Dexian Huang

Data-driven soft sensor development based on deep learning technique

Chao Shang, Fan Yang, Dexian Huang et al. · Journal of Process Control · 2014 · 525 citations

Engineering, Machine Learning, Data Science +5

Concurrent monitoring of operating condition deviations and process dynamics anomalies with slow feature analysis

Chao Shang, Fan Yang, Xinqing Gao et al. · AIChE Journal · 2015 · 287 citations · Full text

Engineering, Process Instrumentation, Industrial Engineering +26

Slow feature analysis for monitoring and diagnosis of control performance

Chao Shang, Biao Huang, Fan Yang et al. · Journal of Process Control · 2016 · 179 citations

Engineering, Performance Monitoring, Pattern Recognition +10

Probabilistic slow feature analysis‐based representation learning from massive process data for soft sensor modeling

Chao Shang, Biao Huang, Fan Yang et al. · AIChE Journal · 2015 · 143 citations

Engineering, Machine Learning, Education +26

Recursive Slow Feature Analysis for Adaptive Monitoring of Industrial Processes

Chao Shang, Fan Yang, Biao Huang et al. · IEEE Transactions on Industrial Electronics · 2018 · 143 citations

Fault Diagnosis, Engineering, Industrial Engineering +22