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Wang, Kaibo,Professor

Contacts

Name:Wang, Kaibo Phone: +86-10-6279-7429 E-mail:Send email Fax: +86-10-6279-4399 Address:Room South 612, Shunde Building, Tsinghua University Homepage: http://www.ie.tsinghua.edu.cn/kbwang/

Biography

Dr. Wang received his Ph.D. degree in Industrial Engineering and Engineering Management from the Hong Kong University of Science and Technology (HKUST), Hong Kong, and both his M.S. and B.S. degrees in Mechatronics from Xi'an Jiaotong University, Xi'an, P.R.China. He did his post-doctoral research at HKUST.

Dr. Wang is on the Editorial Review Board for Journal of Quality Technology.

Dr. Wang has been actively involved in teaching, consulting, scholarly research, and service in the field of statistical quality control, quality engineering and management.

For more information, please visit my personal homepage at http://www.ie.tsinghua.edu.cn/kbwang/

Educational Background

2002 - 2006: Ph.D. in Industrial Engineering and Engineering Management, Hong Kong University of Science and Technology, Hong Kong
1999 - 2002: Master in Mecha-tronics, Xi'an Jiaotong University, Xi'an
1994 - 1999: Bachelor in Mecha-tronics, Xi'an Jiaotong University, Xi'an

Employment History

2016-present Professor, Department of Industrial Engineering, Tsinghua University
2010-2015 Associate Professor, Department of Industrial Engineering, Tsinghua University
2007-2009 Assistant Professor, Department of Industrial Engineering, Tsinghua University
2006-2007 Postdoctoral Research Fellow/Research Associate, Hong Kong University of Science and Technology

Courses

Undergraduate Courses

40160442 Design and Analysis of Experiments
40160203 Quality Control and Quality Management (with Prof. Su Wu)
Postgraduate Courses

70160263 Applied Statistics
80160172 Advanced Quality Engineering
80160123 Modern Production Engineering (with Prof. Zhihai Zhang, Prof. Xueyong Gu)

Research Interests

Statistical Quality Control
Multivariate Statistical Process Control (SPC), Monitoring and Diagnosis

Referred Journals (SCI)

  1. Yangyang Zang, Kaibo Wang, Ran Jin (2016) "Unaligned Profile Monitoring using Penalized Methods", Quality and Reliability Engineering International. Accepted.              

  2. Jialing Tao, Kaibo Wang, Bo Li, Liang Liu, Qi Cai (2016) "Hierarchical Models for the Spatial Temporal Carbon Nanotube Height Variations", International Journal of Production Research. 54(21), 6613-6632.            

  3. Hongyue Sun, Xinwei Deng, Kaibo Wang, Ran Jin(2016) "Logistic Regression for Crystal Growth Process Modeling through Hierarchical Nonnegative Garrote based Variable Selection", IIE Transactions. 28(8), 787-796.          

  4. Bao, L., Huang, Q., and Wang, K.(2016) "Robust Parameter Design for Profile Quality Control", Quality and Reliability Engineering International, 32, 1059-1070.              

  5. Wang, K., Jiang, W., and Li, B. (2016) "A Spatial Variable Selection Method for Monitoring Product Surface", International Journal of Production Research, 54(14), 4161-4181.               

  6. Wang, X., Wu, Su., Wang, K., Deng, X., Liu, L., and Cai, Q. (2016) "A Spatial Calibration Model for Nanotube Film Quality Prediction", IEEE Transactions on Automation Science and Engineering, 13(2), 903-917.             

  7. Zhang, L., Wang, K. and Chen, N. (2016) "Monitoring Wafer Geometric Quality using Additive Gaussian Processes", IIE Transactions, 48(1), 1-15.                

  8. Wang, X., Wu, S., and Wang, K. (2015) "A Run-to-Run Profile Control Algorithm for Improving the Flatness of Nano-Scale Products", IEEE Transactions on Automation Science and Engineering, 12(1), 192-203.                

  9. He, F., Xie, H. and Wang, K. (2015) "Optimal Setup Adjustment and Control of a Process under ARMA Disturbances", IIE Transactions, 47(3), 230-244.         

  10. Wang, K., Yeh, A. and Li, B. (2014) "Simultaneous Monitoring of Process Mean Vector and Covariance Matrix via Penalized Likelihood Estimation", Computational Statistics and Data Analysis, 78, 206-217.                

  11. Dai, C., Wang, K. and Jin, R. (2014) "Monitoring Profile Trajectories with Dynamic Time Warping Alignment", Quality and Reliability Engineering International, 30: 815-827.                  

  12. Wang, A., Wang, K. and Tsung, F. (2014) "Statistical Surface Monitoring by Spatial-Structure Modeling", Journal of Quality Technology, 46(4), 359–376.            

  13. Bao, L., Wang, K. and Wu, T. (2014) "A Run-to-Run Controller for Product Surface Quality Improvement", International Journal of Production Research, 52(15), 4469-4487.           

  14. Zhang, J., Li, W., Wang, K., and Jin, R. (2014) "Process Adjustment with an Asymmetric Quality Loss Function", Journal of Manufacturing Systems, 33, 159-165.            

  15. Bao, L., Wang, K. and Jin, R. (2014) "A Hierarchical Model for Characterizing Spatial Wafer Variations", International Journal of Production Research, 52(6), 1827-1842.                  

  16. Wang, K. and Dai, C. (2014) "A Mixed-Effect Model for Analyzing Experiments with Multistage Processes", Quality Technology & Quantitative Management, 11(4), 491-511.                

  17. Zhou, X., Wang, K. and Zhao, L. (2014) "Variable-Selection-based Epidemic Disease Diagnosis", Communications in Statistics - Simulation and Computation, 43(7), 1595-1610.             

  18. Wang, K. and Lin, J. (2013) "A Run-to-Run Control Algorithm Based on Timely and Delayed Mixed-Resolution Information", International Journal of Production Research, 51(15), 4704-4717.                 

  19. Han, K. and Wang, K. (2013) "Coordination and Control of Batch-based Multistage Processes", Journal of Manufacturing Systems, 32: 372-381               

  20. Wang, K. and Han, K. (2013) "A Batch-based Run-to-Run Process Control Scheme for Semiconductor Manufacturing", IIE Transactions, 45(6): 658-669.         

  21. Li, B., Wang, K. and Yeh, A. (2013), "Monitoring the Covariance Matrix via Penalized Likelihood Estimation", IIE Transactions 45(2), 132-146.                 

  22. Yeh, A., Li, B. and Wang, K. (2012), "Monitoring Multivariate Process Variability with Individual Observations via Penalized Likelihood Estimation", International Journal of Production Research, 50(22), 6624-6638.          

  23. Jiang, W., Wang, K. and Tsung, F. (2012). "A Variable-Selection-based Multivariate EWMA Chart for Process Monitoring and Diagnosis." Journal of Quality Technology 44(3), 209-230.             

  24. Lin J. and Wang, K. (2012). "A Bayesian Framework for Online Parameter Estimation and Process Adjustment using Categorical Observations." IIE Transactions 44, 291-300.                  

  25. Lin J. and Wang, K. (2011). "Online Parameter Estimation and Run-to-Run Process Adjustment Using Categorical Observations." International Journal of Production Research 49(13): 4103-4117.         

  26. Wang, K. and Tsung, F. (2010). "Recursive Parameter Estimation for Categorical Process Control." International Journal of Production Research 48(5): 1381-1394.          

  27. Han, D., Tsung, F., Li, Y. and Wang, K. (2010). "A Nonlinear Filter Control Chart for Detecting Dynamic Changes." Statistica Sinica  20: 1077-1096.           

  28. Wang, K. and Tsung, F. (2009). "An Adaptive Dimension Reduction Scheme for Monitoring Feedback Controlled Processes." Quality and Reliability Engineering International 25: 283–298.              

  29. Wang, K. and Jiang, W. (2009). "High-Dimensional Process Monitoring and Fault Isolation via Variable Selection." Journal of Quality Technology 41(3): 247-258.                  

  30. Shang, Y., Wang, K. and Tsung, F. (2009). "An Improved Run-to-Run Process Control Scheme for Categorical Observations with Misclassification Errors." Quality and Reliability Engineering International 25: 397-407.              

  31. Lu, J. C., Jeng, S. L. and Wang, K. (2009). "A Review of Statistical Methods for Quality Improvement and Control in Nanotechnology." Journal of Quality Technology 41(2): 148-164.           

  32. He, F., Wang, K. and Jiang, W. (2009). "A General Harmonic Rule Controller for Run-to-Run Process Control." IEEE Transactions on Semiconductor Manufacturing 22(2): 232-244.         

  33. Wang, K. and Tsung, F. (2008). "An Adaptive T2 Chart for Monitoring Dynamic Systems." Journal of Quality Technology 40: 109-123.          

  34. Wang, K. and Tsung, F. (2007). "Run-to-Run Process Adjustment Using Categorical Observations." Journal of Quality Technology 39(4): 312-325.                 

  35. Wang, K. and Tsung, F. (2007). "Monitoring Feedback-Controlled Processes Using Adaptive T2 Schemes." International Journal of Production Research 45(23): 5601-5619.            

  36. Jeng, S. L., Lu, J. C. and Wang, K. (2007). "A Review of Reliability Research on Nanotechnology." IEEE Transactions on Reliability 56(3): 401-410.                 

  37. Han, D., Tsung, F., Hu, X. and Wang, K. (2007). "CUSUM and EWMA Multi-Charts for Detecting a Range of Mean Shifts." Statistica Sinica 17(3): 1139-1164.          

  38. Wang, K. and Tsung, F. (2005). "Using Profile Monitoring Techniques for a Data-rich Environment with Huge Sample Size." Quality and Reliability Engineering International 21: 677-688.               

Book Chapters

  1.  Tsung, F. and Wang, K. (2010). "Adaptive Charting Techniques: Literature Review and Extensions", in Frontiers in Statistical Quality Control 9, Hans-Joachim Lenz, Peter-Theodor Wilrich and Wolfgang Schmid, (eds.), Springer, Verlag Berlin Heidelberg.  

Referred Proceedings (EI)

  1.  Wang L. and Wang, K. (2010). "Statistical Process Adjustment of Multivariate Processes with Minimum Control Efforts". Proceedings of the 2010 IEEE IEEM. Macau, December, 2010.

Papers in Chinese 

  1.  韩凯,王凯波  (2010). "基于分类数据的质量控制算法研究". 《运筹与管理》 19(6): 171-175.

Technical Report

  1. Liang Zhu, Chenxu Dai, Yongyue Sun, Wei Li, Ran Jin, Kaibo Wang (2014). "Curve Monitoring for a Single-Crystal Ingot Growth Process".

4709
Department of Industrial Engineering, Tsinghua University
Phone: 010-62772989
Fax:010-62794399
E-mail:ieoffice@tsinghua.edu.cn
Address:Shunde Building, Tsinghua University, Beijing 100084
Department of Industrial Engineering, Tsinghua University
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