Office Address

15# BeiSanHuan East Road, ChaoYang District, Beijing, 100029, PR CHINA

Mailing Address

Mail Box 4, No. 15 Beisanhuan East Road, Chaoyang District, Beijing 100029, P.R. China





Research Interests

1.System modeling and optimization
2.Safety evaluation and emergency rescue
3.Process control and simulation
4.Fault detection and diagnosis
5.Alarm design and optimization

Working/Education Experience

09/2001-07/2005 B.Eng., College of Information Science & Technology, Beijing University of Chemical Technology (BUCT)
Major: Automation
09/2005-06/2010 Ph.D., College of Information Science & Technology, BUCT Supervisor: Prof. Qunxiong ZHU
Director of Engineering Research Center of Intelligent PSE, Ministry of Education in China Dean of College of Information Science & Technology, BUCT
Research Activity: Process modeling and operation optimization, Fault diagnosis and safety monitoring
07/2009-05/2010 Visiting student, University of California, Santa Barbara, U.S.
Supervisor: Prof. Francis J. Doyle III IEEE Fellow, IFAC Fellow
Research Activity: Intelligent Modeling and Operation Optimization of Granulation Process (Sponsored by U.S. IFPRI)

Teaching Courses

Postgraduate education——Course name: Safety System Engineering
Undergraduate education——Course name: Introduction to System Engineering


01/2017-12/2019 The 1st Young Talent Lifts Plan of Beijing Association for Science and Technology (Principal Investigator) ——Urban public safety assessment and collaborative control
01/2016-12/2019 National Natural Science Foundation of China (Principal Investigator) ——Research on key technologies of alarm identification analysis and dependence root-cause for complex industry process
01/2015-12/2018 National Natural Science Foundation of China (Principal Investigator) ——Research on key technologies of service partitioning, recommendation and management oriented to business process
01/2014-12/2016 Beijing Higher Education Young Elite Teacher Project (Principal Investigator) ——Research on disaster analysis and control system based on swarm intelligence theory
01/2015-12/2016 Open Fund of the State Key Laboratory of Software Development Environment (Principal Investigator) ——Research on techniques of temporal-spatial context based cross multimedia multimodal semantic feature fusion and data vitalization
01/2014-12/2015 Fundamental Research Funds for Central Universities (Project Principal) ——Research of disaster accident prediction and three-dimensional simulation based on extension theory
01/2010-12/2010 Fundamental Research Funds for Central Universities (Principal Investigator) ——Research of extension safety engineering method for complex process industry
01/2016-12/2016 International exchanges and cooperation project (Principal Investigator) ——Technologies of data recognition and data vitalization
01/2015-12/2015 International exchanges and cooperation project (Principal Investigator) ——System signal and image processing
01/2014-12/2014 International exchanges and cooperation project (Principal Investigator) ——Research and application of big data technologies
01/2011-12/2013 National Natural Science Foundation of China (Project Participant) ——Researches on hierarchical neural network structure for complex process system
01/2008-12/2010 National Natural Science Foundation of China (Project Participant) ——Extension engineering method for optimization operation of energy saving and consumption lowering of process industry


Journal Papers
[1] Yuan Xu, Sheng-Qi Shen, Yan-Lin He, Qun-Xiong Zhu. A novel hybrid method integrating ICA-PCA with relevant vector machine for multivariate process monitoring. IEEE Transactions on Control Systems Technology, 2018, 99, 1-8
[2] Yan-Lin He, Ping-Jiang Wang, Ming-Qing Zhang, Qun-Xiong Zhu*, Yuan Xu*. A novel and effective nonlinear interpolation virtual sample generation method for enhancing energy prediction and analysis on small data problem: A case study of Ethylene industry. Energy, 2018,?147: 418-427
[3] Yuan Xu, Mingqing Zhang, Qunxiong Zhu*, Yanlin He*. An improved multi-kernel RVM integrated with CEEMD for high-quality intervals prediction construction and its intelligent modeling application. Chemometrics?and?Intelligent Laboratory Systems, 2017, 171: 151-160
[4] Zi-Qian Zhou, Qun-Xiong Zhu, Yuan Xu*.Time series extended finite-state machine-based relevance vector machine multi-fault prediction. Chemical Engineering & Technology, 2017, 40 (4): 639-647
[5] Yongming Han, Qunxiong Zhu, ZhiqiangGeng, Yuan Xu*. Energy and carbon emissions analysis and prediction of complex petrochemical systems based on an improved extreme learning machine integrated interpretative structural model. Applied Thermal Engineering, 2017, 115: 280-291
[6]? Han Liu, Gao Huihui, Xu Yuan*, Zhu Qunxiong*. Combining FAP, MAP and correlation analysis for multivariatealarm thresholds optimization in industrial process. Journal of Loss Prevention in the Process Industries, 2016, 40: 471-478
[7] He, Yan-Lin, Xu, Yuan,?Geng, Zhi-Qiang,?Zhu, Qun-Xiong*.?Hybrid robust model based on an improved functional link neural network integrating with partial least square (IFLNN-PLS) and its application to predicting key process variables.?ISA Transactions, 2016, 61: 155-166
[8] XU Yuan, YE Liangliang, ZHU Qunxiong*. A new DROS extreme learning machine with differential vector KPCA approach for real-time fault recognition of nonlinear processes. Journal of Dynamic Systems. Measurement and Control, 2015. 137(5): 1101-1110
[9] XU Yuan, ZHOU Ziqian, ZHU Qunxiong*. A new feedback DE-ELM with time delay-based EFSM approach for fault prediction of non-linear process. The Canadian Journal of Chemical Engineering, 2015, 93: 1603-1612
[10] Y.L. He, ?Z.Q. Geng, Y. Xu, Q.X. Zhu*. A robust hybrid model integrating enhanced inputs based extreme learning machine with PLSR (PLSR-EIELM) and its application to intelligent measurement. ISA transactions, 2015, 2015, 58: 533-542.
[11] XU Yuan, Chen Yanjing, ZHU Qunxiong*. A new extension sample classification-based extreme learning machine ensemble method for process fault diagnosis. Chemical Engineering & Technology, 2014, 37 (6): 1-9
[12] Yanlin HE, Zhiqiang Geng, Yuan XU, Qunxiong ZHU*. A hierarchical structure of extreme learning machine (HELM) for high-dimensional datasets with noise. Neurocomputing, 2014, 128: 407-414
Conference Papers
[1] Xu Yuan, Zhou Ziqian, Geng Zhiqiang, Wang Yanqing, He Yanlin*, Zhu Qunxiong*. A novel EFSM-based ELM double-faults identification approach and its application to non-linear processes. The 2017 Asian Control Conference, Gold Coast, Australia, 2017
[2] Zhu Q X, Meng Q Q, Xu Y, He Y L. Research and application of KICA-AROMF based fault diagnosis. 2017 6th International Symposium on Advanced Control of Industrial Processes, 2017: 215-220
[3] Peng Di, Yuan Xu, Zhu Qunxiong*. Soft-sensing in complex chemical process based on a sampled clustering extreme learning machine model, 2015?IFAC Symposium on Advanced Control of Chemical Processes, Whistler, Canada, 2015
[4] Qunxiong ZHU, Tingting TAO, Yuan XU*. A new flowchart-based device monitoring and management system. The 25th Chinese Control and Decision Conference, Guiyang, China, 2013
[5] Qunxiong ZHU, Zhicong CAI, Yanqing WANG, Yuan XU*. A new approach of data conversion on VRGIS platform and its chemistry application. 2012 IASTED International Conference on Artificial Intelligence and Soft Computing, Napoli, Italy, 2012
[6] Xiaoyan?ZHENG, Yuan?XU, Qunxiong?ZHU*, Siwei PENG. Data attributes decomposition-based hierarchical neural network. 2011 IEEE International Conference on Intelligent Computing and Intelligent Systems, 343-347, Xiamen, China, 2011
[7] Yuan XU, Qunxiong ZHU*. Multi layer moving-window hierarchical neural network for modeling of high-density polyethylene cascade reaction process. The 11th International Conference on Control, Automation, Robotics and Vision, 1684-1687, Singapore, 2010
[8] Yang YANG, Yuan XU, Qunxiong ZHU*. A neural network ensemble method with new definition of diversity based on output error curve. 2011 IEEE International Conference on Intelligent Computing and Integrated Systems, 587-590, Guilin, China, 2010