Recruitment
We recruit year-round for postdocs, MASc and PhD students, visiting students and undergraduate students. Please see our Opportunities page for more information.
Yupeng Li
Yupeng Li is a visiting Ph.D. student studying Chemical and Biological Engineering (CHBE) at UBC. He received the B.S. degree in automation from Northeast Forestry University, Harbin, China, in 2017. He is currently working toward the Ph.D. degree in control science and engineering with the School of Automation, China University of Geosciences, Wuhan, China. His current research interests include process monitoring and fault detection.
📚 Program/Degree
GROUP ALUMNI (2022) |
PhD
(Visiting)
| Started 2021
📝 Research
Process Monitoring and Fault Diagnosis in Industrial Processes
DAIS Lab Publications
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Conference Proceedings
Interpretable Soft Sensors using Extremely Randomized Trees and SHAP
In Proceedings of the 22nd IFAC World Congress. 2023 [PDF] [Slides] [Video] -
Conference Proceedings
Frequent Event Pattern Extraction of Drilling Time Series Using Change Point Detection and Event Sequence Generation
In Proceedings of the 22nd IFAC World Congress. 2023 [PDF] [Slides] [Video] -
Journal Paper
Drilling process monitoring based on operation mode recognition and dynamic feature extraction
IEEE Transactions on Industrial Electronics. 2023 [PDF] -
Journal Paper
False alarm reduction in drilling process monitoring using virtual sample generation and qualitative trend analysis
Control Engineering Practice. 2023 [PDF] -
Journal Paper
Early warning of drillstring faulty conditions based on multi-model fusion in geological drilling processes
Journal of Process Control. 2023 [PDF] -
Journal Paper
A multi-feature-based fault diagnosis method based on the weighted timeliness broad learning system
Process Safety and Environmental Protection. 2024 [PDF]
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