孙巍

来源:betway必威官网手机版 时间:2019-12-17阅读次数:934

孙巍教授  博士生导师

办公地址

betway必威官网手机版东校区工程楼A309房间

电子邮箱

sunwei@mail.buct.edu.cn

联系电话

010-64445826


招生专业及研究方向

招生专业:
化学工程与技术

研究方向:
化工系统工程,包括:
1. 以数据为基础的过程模式识别。主要的研究工具和方法包括小波变换、主元分析、聚类分析、卷积神经网络和马尔可夫模型等。本课题组应用领域包括化工过程分析与监测、机械过程故障诊断、环境经济系统预测、医疗数据挖掘。
2. 复杂系统的建模和分析。主要研究方法是通过对复杂非线性系统动态模型进行理论和模拟分析,解析系统行为的内在原因,实现过程的优化。本研究适用的对象有工业过程系统、生物过程系统及环境系统等。
3. 传统化工系统工程问题的建模、分析和求解,包括反应路径分析、能量和质量系统综合。

个人经历

2001 美国加州大学戴维斯分校化学工程与材料科学系,博士
1992 中国科学技术大学管理科学系运筹学专业 硕士
1989 清华大学化学工程系化学工程专业 学士
1992-1997 清华大学化学工程系 助教、讲师
2004-2014 必威官网登录 副教授、博士生导师
2014-至今 必威官网登录 教授、博士生导师

讲授课程

《化工过程分析与合成》(国家级精品课程)、《化工过程优化》(全英文)、《化工技术经济》

科研项目

国家自然科学基金面上项目、973项目、校企合作项目等,涉及非线性过程理论研究、过程监测与智能生产系统开发、医疗数据挖掘和环境生态系统研究。

学术成就

1. Wenbo Zhu, Wei Sun, Jose Romagnoli, Adaptive k-Nearest-Neighbor Method for Process Monitoring, Ind. Eng. Chem. Res., 2018, 57(7), 2574-2586
2. Chi Zhai, Wei Sun, Ahmet Palazoglu, Analysis of Periodically Forced Bioreactors Using Nonlinear Transfer Functions, Journal of Process Control, 2017 58, 90-105.
3. Chi Zhai; Ahmet Palazoglu; Shining Wang; Wei Sun, Strategies for the Analysis of Continuous Bio-ethanol Fermentation under Periodical Forcing, Industrial & Engineering Chemistry Research, Ind. Eng. Chem. Res., 2017, 56 (14), 3958–3968
4. Ning Gao, Wei Sun, A mathematical model based supply chain optimization for engineering projects in petrochemical industry, China Petroleum Processing & Petrochemical Technology, 2015, 17(2), 91-100.
5. Ning Gao, Chi Zhai, Wei Sun, Equation Oriented Method for Rectisol Wash Modeling and Analysis, Chinese Journal of Chemical Engineering, 2015, 23(9), 1530-1535.
6. Wei Sun, Ahmet Palazoglu, Angadh Singh, Hao Zhang, Qi Wang, Zemeng Zhao, Ding Cao. Prediction of Surface Ozone Episodes Using Clusters Based Generalized Linear Mixed Effects Models in Houston-Galveston-Brazoria Area, Texas. Atmospheric Pollution Research, 2015, 6: 245-253.
7. Luis Vera, Wei Sun, Maria Iftikhar, Junteng Liu, LCA based Analysis of a corn starch wastewater treatment plant in Shandong, China, in comparison with current and proposed processes towards achieving self-sustainability, Resource, Conservation and Recycling, 96(2015), 1-10.
8. Qiong Chen, Zhaowen Chen, Wei Sun Guoan Yang, Ahmet Palazoglu, Zhongqi Ren, A new structuring element for multi-scale morphology analysis and its application in rolling element bearing fault diagnosis, Journal of Vibration and Control, 2015, Vol. 21(4) 765–789
9. Zhaowen Chen, Ning Gao, Wei Sun, Qiong Chen, Fengying Yan, Xinyu Zhang, Maria Iftikhar, Shiwei Liu, Zhongqi Ren, A signal based triangular structuring element for mathematical morphological analysis and its application in rolling element bearing fault diagnosis, Shock and Vibration, http://dx.doi.org/10.1155/2014/590875 2014
10. Hao Zhang, Ahmet Palazoglu, Xinyu zhang, Wei Sun*, Zemeng Zhao, Shiwei Liu, Prediction of Surface Ozone Exceedance Days Using PCA with Non-parametric T2 Control Limit in Livermore Valley, CA, Chemometrics and Intelligent Laboratory Systems, 2014, 133:42-48
11. Wei Sun, Hao Zhang, Ahmet Palazoglu, Prediction of 8hr-average Ozone Concentration Using a Supervised Hidden Markov Model Combined with Generalized Linear Models, Atmospheric Environment, 2013,81:199-208.
12. Wei Sun, Hao Zhang, Ahmet Palazoglu, Angadh Singh, Weidong Zhang, Shiwei Liu, Prediction of 24-hour-average PM2.5 Concentrations Using a Hidden Markov Model with different emission distributions in Northern California, Science of total Environment, 2013,443:93-103.
13. Hao Zhang, Weidong Zhang, Ahmet Palazoglu, Wei Sun, Prediction of ozone levels using a Hidden Markov Model (HMM) with Gamma distribution [J], Atmospheric Environment, 2012,62(12):64-73.
14. Wei Sun, Guo An Yang, Qiong Chen, Ahmet Palazoglu, Kun Feng, Fault diagnosis of rolling bearing based on wavelet transform and envelope spectrum correlation[J], Journal of Vibration and control, April 2013 19: 924 – 941.
15. Wei Sun, Jose A. Romagnoli, Ahmet Palazoglu, Pieter Stroeve, Characterization of Surface Coats of Bacterial Spores with AFM and Wavelets [J], Industrial & Engineering Chemistry Research, 2011, 50(5): 2876-2882.
16. Wei Sun, Yan Meng, Ahmet Palazoglu, Jinsong Zhao, Hao Zhang, Jia Zhang,A Method for Multiphase Batch Process Monitoring Based on Auto Phase Identification [J],Journal of Process Control, 2011,2(4): 627-638.
17. Wei Sun, Mukherjee Rajib, Pieter Stroeve, Ahmet palazoglu, Jose Romagnoli, A Multi-resolution approach for line-edge roughness detection, Microelectronic Engineering Journal, Vol. 2009, 86(3), 340-351.
18. Wei Sun, Jose Romagnoli, Joseph W. Tringe, Sonia E. Letant, Pieter Stroeve, Ahmet Palazoglu, Line Edge Detection and Characterization in SEM Images by Wavelet Decomposition, IEEE Semiconductor Manufacturing, 2009, 22 (1), 1-8.
19. Jingsong Zhao, Jianchao Huang, Wei Sun, On-line early fault detection and diagnosis of municipal solid waste incinerators, Waste Management, 2008, 37(5), 823-826.
20. Wei Sun, Jose Romagnoli, Ahmet Palazoglu, Detection of Abnormal Process Trends Using Wavelet-Domain Hidden-Markov Models, AIChE J.,2003,49, 140-150.


论著专利

《化工过程分析与合成》(主编)、《化学工程师实用数据手册》(译)、《过程系统工程词典》(参编)

合作交流

美国加州大学戴维斯分校 美国路易斯安娜州立大学

招生需求

欢迎有志寻求传统化学工程基础理论与大数据分析完美结合的同学加入我的团队,一起探讨过程系统工程理论在工程系统、生物系统、环境系统和经济系统中的应用,在国际化的平台上探索知识、提高自己。