Dr. Haiyan Wu
Associate Professor
Background
1.Ph.D. in Control Theory and Control Engineering, Beijing University of Chemical Technology, July 2007 – December 2012
2.Master's in Control Theory and Control Engineering, Beijing University of Chemical Technology, September 2001 – July 2004
3.Bachelor's in Automation, Beijing University of Chemical Technology, September 1997 – July 2001
National Natural Science Foundation Projects/Researches in the Past Five Years
1.National Natural Science Foundation of China, Lightweight Robust Learning and Fault Diagnosis for Process Industry Big Data
2.National Natural Science Foundation of China, Distributed Process Monitoring and Fault Diagnosis for Complex Process Industries under Big Data
3.Beijing Liayap Automation Technology Co., Ltd., R&D of Autonomous Learning Function for Motion Control Platform Based on Artificial Intelligence Technology
4.China National Offshore Oil Corporation (CNOOC) Energy Development Equipment Technology Co., Ltd., Fault Models and Early Warning for Central Control Hardware Equipment
5.Academy of Military Science, Chinese People’s Liberation Army (PLA), Optimization Control Method for Batch Distillation Process with Transfer Distillation Operation
Representative Publications
1.Chen Yu; Wu Haiyan; Wang Jing; Lin Weiguo; Agglomeration-monitoring method for fluidized bed with multi-acoustic sensors, Industrial & Engineering Chemistry Research, 2019, 58(42): 19531-19544.
2.Guo Jiaqi; Wu Haiyan; Chen Xiaolei; Lin Weiguo; Adaptive SV-Borderline SMOTE-SVM algorithm for imbalanced data classification, Applied Soft Computing, 2024, 150: 110986.
Patents
1.Wu Haiyan; Wang Ziyang; Agglomeration Fault Monitoring Method for Fluidized Bed Based on Kernel Probability Density Estimation and Weighted Upsampling, China Patent.
2.Wu Haiyan; Fan Guoxuan; Bagging and RM-LOF-Based Ensemble One-Class Anomaly Detection Method for Imbalanced Industrial Process Data, China Patent.