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王凯波

Dr. Kaibo Wang 

博士、教授、博士生导师
工业工程系副主任(教学主管)

Ph.D., Professor
Associate Head for Education

北京市海淀区清华大学舜德楼南612工业工程系
邮编:100084
电话:010-6279-7429
传真:010-6279-4399
电子邮件: @tsinghua.edu.cn

(来访地图1 地图2)

RM 612, Shunde Building
Department of Industrial Engineering
Tsinghua University
Beijing 100084
China
Tel: (+86-10) 6279-7429
Fax: (+86-10) 6279-4399
Email: @tsinghua.edu.cn

[研究兴趣 Research Interest][个人简介 Profile][学术交流 Academic Activities][科研项目 Research Grants][教学 Teaching][学生培养 Students Advised][论文发表 Publications]


研究兴趣 Research Interest

  • 统计质量控制
  • 商务、制造及服务系统大数据分析
  • Statistical Quality Control
  • Big Data Analytics for Business, Manufacturing and Service

个人简介 Profile

王凯波,博士,博士生导师,2006年在香港科技大学获得博士学位(工业工程与工程管理学),2007年加入清华大学工业工程系,现为教授。

王凯波博士的主要研究方向为统计质量控制以及数据分析,并强调融合工程知识与统计方法解决工业实际质量问题。

王凯波博士已主持完成或在研多项基金类科研项目,及多项企业委托科研项目。现有科研项目主要以半导体制造或微纳制造系统为研究对象,围绕统计质量控制领域热点学术问题或工业质量控制实际问题展开。曾主持完成的科研课题包括半导体硅片质量改善、太阳能电池及组件质量改善、服务备件需求预测、快递服务质量评价、制鞋质量控制体系设计等项目。现教授本科生《实验设计》,《质量管理与质量控制》,研究生《高等质量管理学》、《应用统计学》,及《工程管理中的定量分析方法》等课程。

Dr. Kaibo Wang is a Professor in the Department of Industrial Engineering, Tsinghua University, Beijing, China. He received his B.S., and M.S. degrees in Mechatronics from Xi’an Jiaotong University, Xi’an, China, and his Ph.D. in Industrial Engineering and Engineering Management from the Hong Kong University of Science and Technology, Hong Kong.

His research focuses on statistical quality control and data-driven system modeling, monitoring, diagnosis and control, with a special emphasis on the integration of engineering knowledge and statistical theories for solving problems from the real industry. He has published papers in journals such as Journal of Quality Technology, IIE Transactions, Quality and Reliability Engineering International, IEEE Transactions on Automation Science and Engineering, and others. He is also serving as the Associate Editor for multiple international journals.

Dr. Wang has been actively involved in teaching, consulting, scholarly research, and service in the field of quality engineering and management. He is a member of INFORMS and IIE, and a senior member of ASQ.


学术兼职及院系服务 Academic and University Services


荣誉奖励 Honors


学术交流 Academic Activities

时间及地点 Time (YYYY-MM-DD)/Host 讲座/会议 Seminar/Conference 演讲题目 Presentation Topic
2018.9.29
西北工业大学
工业工程系
2017.11.24
西安交通大学
工业工程系
2017.3
上海大学
悉尼商学院
2017.3
浙江工商大学

2016.9.27
上海
第二届汽车可靠性技术研讨会 特邀报告 大数据驱动的汽车质量与可靠性提升
2016.6.30
华东师范大学

2016.6.1
北京信息科技大学
Invited Keynote Speech, Business Analytics Symposium Big Data Analytics for Quality Excellence in China
2015.11.05
Rutgers University
Department Seminar (Department of Industrial and Systems Engineering) Engineering-Knowledge-Driven Statistical Modeling for Spatial Data
2015.10.31-11.04
Philadelphia, PA
INFORMS Annual Conference 2015 (JQT Invited Session) Statistical Surface Monitoring by Spatial-Structure Modeling
2015.10.26
南京理工大学经济与管理学院
学术报告 Engineering-Knowledge-Driven Statistical Modeling for Spatial Data
2015.4.14
北京理工大学管理与经济学院
学术报告 Engineering-Knowledge-Driven Statistical Modeling for Spatial Data
2014.12.14-17
City University of Hong Kong
The Third International Conference on the Interface between Statistics and Engineering A Batch-based Run-to-Run Process Control Scheme for Semiconductor Manufacturing (IIE Invited Session)
2014.11.9-11.12
San Francisco
INFORMS Annual Conference 2014 Robust Parameter Design for Profile Quality Control (Lulu Bao); A Spatial Calibration Model for Nanotube Film Quality Prediction (Xin Wang); Unaligned Profile Monitoring with Fused LASSO (Yangyang Zang)
2014.7.26-7.27
内蒙古大学, 呼和浩特
华人学者管理科学与工程协会第七次国际年会(CSAMSE) A Hierarchical Model for Spatial Quality Prediction
2014.7.21-7.22
Xi'an Jiaotong University, Xi'an
IIE Asian 2014 Curve Monitoring for a Single-Crystal Ingot Growth Process
2014.5.30-6.3
Montreal, Canada
ISERC 2013 A Batch-based Run-to-Run Process Control Scheme for Semiconductor Manufacturing
2014.5.9-5.10
Shanghai Jiaotong University, Shanghai
Workshop on Change-point and Related Topics Growing profile monitoring using dynamic time warping
2013.10.6-9
Minneapolis, Minnesota
INFORMS Annual Conference 2013 Growing Profile Monitoring using Dynamic Time Warping
2013.10.4
Bowling Green State University, Ohio
Department Colloquia (Department of Mathematics and Statistics) Engineering Knowledge Driven Statistical Modeling for Spatial Data
2013.7.8
西安,西安交通大学
The 2nd International Symposium on System Informatics and Engineering A Batch-based Run-to-Run Process Control Scheme for Semiconductor Manufacturing
2013.7.1
北京,北京大学
华人学者管理科学与工程协会第六次国际年会 A Run-to-run Controller for Product Surface Quality Improvement
2013.4.17
烟台,山东工商学院
学术报告 (邀请人:统计学院王艳明教授) 统计学在工程管理中的应用
2012.12.12
天津,天津大学
复杂产品制造过程质量控制与质量诊断研讨会 The Statistical Analysis and Monitoring of Wafer Variation
2012.11.23-24
天津,南开大学
International Workshop on Change-Point Methodology, Applications and Related Topics Monitoring the Covariance Matrix via Penalized Likelihood Estimation
2012.10.19
University of Houston
休斯敦大学
Seminar (Department of Industrial Engineering)
Host: Prof. Qianmei Feng
The Statistical Analysis and Modeling of Wafer Variation
2012.10.14-17
Phoenix, Arizona
美国亚利桑那州凤凰城
INFORMS Annual Conference 2012 1. (JQT Invited Session) A Variable-Selection-based MEWMA Chart for Process Monitoring and Diagnosis
2. (IIE Invited Session) A Bayesian Framework for Online Parameter Estimation and Process Adjustment using Categorical Observations
2012.10.12
University of Southern California
美国南加州大学
Workshop on Recent Advancement in Quality Control
Organized by Prof. Qiang Huang, the NanoQCLab of ISE, USC
A Hierarchical Model for Characterizing Spatial Wafer Variations
2012.08.13-18
National University of Singapore
新加坡国立大学
Seminar (Department of Industrial and System Engineering)
Host: Dr. Nan Chen
A Variable-Selection-based Method for Monitoring Spatial Observations
2012.07.19-22
Xinan Jiaotong University, Chengdu
成都,西南交通大学
2012年中国工程概率统计学会代表大会暨学术年会 Annual Conference of China Engineering Probability & Statistics Society 2012 A Bayesian Framework for Online Parameter Estimation and Process Adjustment using Categorical Observations 基于分类数据的参数估计与过程控制
2012.06.26-27
National Tsing Hua University, Taiwan
台湾清华大学
NCTS Workshop on Industrial Statistics and Its Applications A Spatial Variable-Selection Method for Monitoring Product Surface in Semiconductor Manufacturing 基于空间变量选择的半导体产品表面质量监视算法
2012.06.23-25
National Cheng Kung University, Taiwan
台湾成功大学
The Second International Conference on the Interface between Statistics and Engineering A Bayesian Framework for Online Parameter Estimation and Process Adjustment using Categorical Observations 基于分类数据的参数估计与过程控制
2012.06.17-21
Bangkok, Thailand
泰国曼谷
the International Symposium on Business and Industrial Statistics 2012 (ISBIS 2012) Statistical Analysis and Modeling of Wafer Variation 硅片质量波动的统计分析与建模
2011.11.12-16
Charlotte, NC
美国夏洛特
INFORMS Annual Conference 2011 A Spatial Variable Selection Method for Monitoring Product Surface in Semiconductor Manufacturing 基于空间变量选择算法的半导体制造产品表面统计过程控制
2011.7.11-13
青岛
The First International Symposium on System Informatics and Engineering 1. Statistical Analysis and Modeling of Sliced Wafer Surface (with Lulu Bao).
2. A Bayesian Framework for Online Parameter Estimation and Process Adjustment using Categorical Observations (with Jing Lin)
2010.12.7
澳门
Macau
IEEM 2010 Statistical Process Adjustment of Multivariate Processes with Minimum Control Efforts
2010.11.7-11
美国奥斯汀
Austin
INFORMS Annual Conference 2010 基于变量选择的多变量统计过程监视与诊断MEWMA控制图的开发
A Variable-Selection-based MEWMA Chart for Process Monitoring and Diagnosis
2010.8.28
中国质量协会
China Association for Quality
中国质量学术与创新论坛 (邀请报告)
China Quality Forum (Invited Speech)
统计质量控制:理论研究与企业实践
Statistical Quality Control: Academic Research and Industrial Practice
2010.7.12
人民大学
Renmin University
第四届中国人民大学国际 统计论坛
International Conference on Statistics and Society
基于变量选择的多变量统计过程监视与诊断MEWMA控制图的开发
A Variable-Selection-based MEWMA Chart for Process Monitoring and Diagnosis
2010.4.24
北京大学数学学院
Peking University
第十次统计论坛 (特邀主题报告)
The 10th Statics Forum (Invited Keynote Speech)
Statistical Research Problems in Semiconductor Manufacturing
半导体制造过程控制中的统计学问题
2009.11.19
北京大学数学学院概率统计系
Peking University
学术讲座  Seminar Statistical Methods on Nanotechnology: Research Opportunities and Challenges
2009.7.13-15
北京工业大学
Beijing University of Technology
第一届统计与工程国际学 术会议暨第四届统计科学前沿国际研讨会 The First International Conference on the Interface Between Statistics and Engineering High-Dimensional Process Monitoring and Fault Isolation via Variable Selection
2009.7.17-20
上海财经大学
中国现场统计研究会环境 与资源统计分会第四届学术会议暨2009年环境与资源、经济与统计国际会议 2009 International Symposium on Statistics and Management Science Online Estimation of Cut-off Parameters Using Categorical Observations
2009.8.6-8
香港科技大学
Hong Kong University of Science and Technology
2009 INFORMS International Conference on Service Science Quantifying Behavioral Uncertainties:A Study on the Capability of Visual Inspection Systems
2009.9.18-19
上海交通大学
Shanghai Jiaotong University
国家自然科学基金委员会 管理科学部2008年度工商管理学科青年科学基金项目主持人学术交流会 基于多精度数据的统计过程调整算法研究
Statistical Process Adjustment based on Mixed-Resolution Information
2008.10.12-15
美国华盛顿
Washington, D.C.
INFORMS Annual Conference 2008 Recursive Parameter Estimation for Categorical Process Control
2008.1
中国科学院 数学与系统科学研究院质量科学研究中心
学术讲座 Seminar 统计技术在纳米研究中的应用:机遇与挑战
Statistical Methods on Nanotechnology: Research Opportunities and Challenges
2007.9
Beijing
Tsinghua University
IXth International Workshop on Intelligent Statistical Quality Control, Adaptive Charting Techniques: Literature Review and Extensions
2006.12
Dept. of Industrial and Operations Engineering, University of Michigan, Ann Arbor
Group Seminar Adaptive Multivariate SPC

访问学者 Visitors

2018.7 Dr. Teh Pei Lee , Associate Professor at the School of Business, Monash University Malaysia"Going keyless for a seamless experience: Insights from a unified hotel access control system"
2018.7 Dr. Hongyue Sun, Assistant Professor, Department of Industrial and Systems Engineering, University at Buffalo "Manufacturing Data Analytics with Functional Variables"
2018.4 Dr. I.M. Zwetsloot , Department of Systems Engineering and Engineering Management, City University of Hong Kong"Implementing a Personalized Health Monitoring System and controlling Data Quality in Elder Care Centres in Hong Kong"
2018.1 Dr. Yan Jin, Research Engineering, JD.com Silicon Valley Office"京东推荐系统及图片属性预测"
2018.1 Dr. Young-Seon Jeong, Assistant Professor, Department of Industrial Engineering, Chonnam National University, South Korea"Data Analytics in Semiconductor Manufacturing Process"
2017.11 Dr. Ehsan S. Soofi, Lubar School of Business, University of Wisconsin-Milwaukee"Bayes risk in new contexts: Mean excess error, Gini, Fisher, and Jeffreys "
2017.2 Dr. William A. Brenneman, Research Fellow, Quantitative Sciences, Procter & Gamble Company"The Interplay between Statistical Practice and Academic Research"
2016.7 Dr. Rong Duan, Principle Inventive Scientist, AT&T Labs"Challenges and Opportunities for IE in Big Data Era – Information and Data Quality"
2016.6 Dr. Lili Du, Assistant Professor, Department of Civil, Architectural and Environmental Engineering, Illinois Institute of Technology. "Stochastic Poisson Game for an Online Decentralized and Coordinated Parking Mechanism"
2016.5 Dr. Shuai Huang, Assistant Professor, Department of Industrial & Systems Engineering, University of Washington. "Optimal Expert Knowledge Elicitation for Bayesian Network Structure Identification"
2016.5 Dr. Xiaoming Huo, Professor, Stewart School of Industrial & Systems Engineering, Georgia Tech. "A Distributed Estimator based on a One-Step Approach"
2015.12 Dr. Kaibo Liu, Assistant Professor, Department of Industrial and System Engineering, University of Wisconsin-Madison. "Data Analytics for Service Decision Making"
2015.07 Dr. Myong K. (MK) Jeong , Associate Professor, Department of Industrial and Systems Engineering, Rutgers University. "New Bayesian Uncertain Data Mining Technique and its Applications to Semiconductor Manufacturing Processes"
2015.06 Dr. Qiang Huang, Associate Professor and Gordon S. Marshall Early Career Chair in Engineering, Epstein Department of Industrial and Systems Engineering, University of Southern California. "Quality Control for Additive Manufacturing"
2015.05 Dr. Yili Hong, Associate Professor, Department of Statistics, Virginia Tech. "Reliability Meets Big Data: Opportunities and Challenges"
2015.05 Dr. Hui Yang, Assistant Professor, Department of Industrial and Management Systems Engineering, University of South Florida. " Mining Dynamic Recurrences in Nonlinear and Nonstationary Systems for Feature Extraction, Process Monitoring and Fault Diagnosis"
2015.05 Dr. Ran Jin, Assistant Professor, Department of Industrial and System Engineering, Virginia Tech. " Synergistic Modeling of Mixed Types of Responses and Data Sets in Advanced Manufacturing"
2015.02 Dr. Nan Chen, Assistant Professor, Department of Industrial and Systems Engineering, National University of Singapore, Singapore.
2014.07 Prof. Fugee Tsung, Professor, Department of Industrial Engineering and Logistics Management, Hong Kong University of Science and Technology. "Statistical Quality Control in a Service Environment"
2014.05 Dr. Kaibo Liu, Assistant Professor, Department of Industrial and System Engineering, University of Wisconsin-Madison. "System Informatics and Data Analytics"
2014.04 Prof. David W. Coit , Professor, Department of Industrial & Systems Engineering, Rutgers University "Multiple Objective Stochastic Models for Electricity Generation Expansion Planning Considering Environmental Impacts"
2013.11 Prof. Jaime Camelio, Associate Professor, Grado Department of Industrial and System Engineering, Virginia Tech. "High-Density Data Applications in Manufacturing Quality Monitoring"
2013.6 Dr. Nan Chen, Assistant Professor, Department of Industrial and Systems Engineering, National University of Singapore, Singapore.
2013.6 Dr. Chia-Jung Chang, Assistant Professor, Harold and Inge Marcus Department of Industrial and Manufacturing Engineering, Pennsylvania State University. "Engineering Driven Data Fusion for System Modeling and Performance Improvement"
2012.11 Dr. Nan Chen, Assistant Professor, Department of Industrial and Systems Engineering, National University of Singapore, Singapore. "CUSUM Schemes for Statistical Monitoring of Queueing Systems"
2012.11 Prof. Sheng-Tsaing Tseng, Chair Professor, Institute of Statistics, National Tsing Hua University, Hsinchu, Taiwan. "Optimal Design for Degradation Tests Based on Gamma Process with Random Effects"
2012.11Prof. David Shan Hill Wong, Professor, Department of Chemical Engineering, National Tsing Hua University, Taiwan. "Advanced Process Control in Semiconductor Manufacturing"
2012.11 Dr. Yuan Yao Assistant Professor, Department of Chemical Engineering, National Tsing Hua University, Taiwan. "Statistical Monitoring and Fault Diagnosis of Batch Processes"
2012.07 Prof. Arthur B. Yeh, Department Chair, Professor, Department of Applied Statistics and Operations Research, Bowling Green State University.
2011.12Dr. Lulu Kang, Assistant Professor, Department of Applied Mathematics, Illinois Institute of Technology. "Analysis of Computer Experiments"
2011.12 Dr. Ran Jin, Assistant Professor, Department of Industrial and System Engineering, Virginia Tech. " Engineering Driven Data Fusion for Manufacturing System Modeling and Performance Improvement"
2011.06 Prof. William H. Woodall, Professor, Department of Statistics, Virginia Tech. "Monitoring Bernoulli Processes "
2010.07 Dr. Qianmei Feng , Assistant Professor, Department of Industrial Engineering, University of Houston " Integrated Modeling and Optimization of Quality and Reliability for Advanced and Evolving Technologies"
2010.06 Prof. Wei Jiang , Visiting Associate Professor, Department of Industrial Engineering and Logistics Management, Hong Kong University of Science and Technology
2010.05 Prof. Arthur B. Yeh ,Department Chair, Professor, Department of Applied Statistics and Operations Research, Bowling Green State University " Phase I Risk-Adjusted Control Charts Considering Categorical Covariates for Monitoring Surgical Performance"
2009.04 Prof. Fugee Tsung ,Professor and Head, Department of Industrial Engineering and Logistics Management, Hong Kong University of Science and Technology "Statistical Quality Techniques to Service Science and Engineering "
2009.07 Prof. Arthur B. Yeh , Department Chair, Professor, Department of Applied Statistics and Operations Research, Bowling Green State University " Statistical Control Charts and Profile Monitoring"
2008.11 Prof. Wei Jiang , Visiting Associate Professor, Department of Industrial Engineering and Logistics Management, Hong Kong University of Science and Technology " "
2008.07 Prof. David W. Coit , Associate Professor, Department of Industrial & Systems Engineering, Rutgers University "System Reliability and Component Replacement Analysis for Electricity Transmission/Distribution Systems "

科研项目 Research Grants

起至时间 资助机 构 Sponsor 研究题目 Title 承担任务 Task
2018.1-2022.12 国家自然科学基金(重点项目:71731008) 大数据驱动的高速铁路高可用性研究
Big Data Driven Methodologies for Achieving High Availability of the High Speed Railways
Co-PI
2016.07-2019.06 科技部 服务认证评价大数据关键问题研究
Key issues in service performance evaluation using Big Data
Co-PI (合作:认证认监委)
2015.12-2016.8 三菱重工 Mitsubishi Heavy Industries 基于注册数据的信息有效性验证方法开发
Development of validation methods for registration data
PI
2015.1-2018.12 国家自然科学基金(面上项目:71471096)
National Natural Science Foundation of China (NSFC)
基于2-D空间离散数据的质量与产出的预测方法研究
Quality and Yield Prediction based on 2-D Spatial Discrete Data
PI (with Dr. Nan Chen at National University of Singapore)
2014.3-2015.2 三星电子 Samsung Electronics 硅片质量与产出预测研究 Wafer Quality and Yield Prediction PI
2012.12-2013.5 卡特彼勒 Caterpillar Logistics Research & Innovation Demand Strategy Engine Co-PI (with Prof. Wanshan Zhu and Prof. Xiaobo Zhao)
2012.7-2015.6 清华大学自主科研计划 Tsinghua University Initiative Scientific Research Program 面向微纳制造的统计质量控制算法研究 Statistical Quality Control for Nano-Manufacturing PI
2012.8-2012.12 西门子(中国)有限公司 Siemens (China) 医学图像处理技术的统计质量评价 Statistical Evaluation of Medical Image Processing Techniques PI
2012.5-2013.6 企业委托 直拉单晶炉过程监控与根源诊断 PI
2011.9-2012.5 卡特彼勒 Caterpillar Logistics Research & Innovation
服务备件需求预测与库存规划 Intermittent Demand Forecasting and Inventory Planning for Service Parts Co-PI (with Prof. Wanshan Zhu)
2011.9-2012.9 Nano Research Center
纳米触摸屏生产过程质量控制
Quality Control in Nano Touch Screen
Co-PI (with Prof. Su Wu)
2011.1-2013.12 国家自然科学基金(面上项目:71072012)
National Natural Science Foundation of China (NSFC)
半导体制造中的高级统计过程控制算法研究
Advanced Statistical Quality Control in Semiconductor Manufacturing
PI (with Prof. Arthur Yeh at Bowling Green State University and Prof. Bo Li at Tsinghua SEM)
2010.7-2011.5 企业委托 太阳能电池制造过程中的质量改善
Quality Improvement in Solar Cell Manufacturing
PI
2010.4-2010.12 企业委托 半导体硅片制造过程中的质量改善
Quality Improvement in Wafer Fabrication
PI
2009.1-2010.12 企业委托 制鞋过程质量体系设计、质量分析与改善
Quality Improvement in Footwear Production
Co-PI (合作:清华大学郑力,成晔等)
2009.1-2009.12 企业委托 半导体制造系统质量改善
Quality Improvement in Semiconductor Manufacturing
PI
2009.1-2011.12 国家自然科学基金(青年科学基金:70802034)
National Natural Science Foundation of China (NSFC)
基于多精度数据的统计过程调整算法研究
Statistical Process Adjustment based on Mixed-Resolution Information
PI(合作:香港科技大学Prof. Fugee Tsung)
2009.1-2010.12 北京市自然科学基金(9092005)
Natural Science Foundation of Beijing
时空综合医疗卫生数据的统计预测与监视算法的研究
Statistical Forecasting and Monitoring of Spatial-Temporal Healthcare Data
PI(合作:清华大学赵磊,中国疾病预防控制中心王丽萍等)
2009.1-2011.12 高等学校博士学科点专项科研基金(新教师基金) (200800031056)
Specialized Research Fund for the Doctoral Program of Higher Education of China (SRFDP), 200800031056
基于变量选择的多变量统计过程控制算法研究
Multivariate Process Monitoring via Variable Selection
PI
2008 中外运-敦豪国际航空快 件有限公司
DHL
国际航空快递服务对比研究
A Comparison Study of International Air Express Delivery Service Providers
PI (合作:清华大学吴甦)

教育背景 Education


工作经历 Employment


教学 Teaching


企业培训 Industrial Training


2016.1 现代工业管理方向课程研究班,北京,"六西格玛质量管理"(1天,20人)
2015.11 工程硕士班,北京,,"工程管理中的定量分析方法"(2天,15人)
2015.4 西门子(中国)研讨班,北京,"质量管理与质量控制"(2天,10人)
2015.3 工程管理硕士(MEM)班,北京,"工程管理中的定量分析方法"(2天,37人)
2014.10 工程管理硕士(MEM)班,北京,"工程管理中的定量分析方法"(2天,40人)
2014.3-4 工程硕士班,北京,"定量分析方法"(3天,30人)
2014.3 工程管理硕士班,北京,"工程管理中的定量分析方法"(2天,40人)
2013.12 第八届清华大学中国制造业物流业高峰论坛及东风日产杯--清华IE亮剑全国工业工程应用案例大赛,主持人,北京(2天)
2013.9 工程管理硕士班,北京,"工程管理中的定量分析方法"(2天,40人)
2013.7 现代工业管理方向课程研究班,北京,"质量管理"(1天,40人)
2013.5 现代工业管理方向课程研究班,北京,"工程质量管理"(2天,60人)
2013.5 工程硕士散班及国机班,北京,"应用统计学"(2天,40人)
2013.3 工程管理硕士班,北京,"工程管理中的定量分析方法"(2天,70人)
2012.9 八一钢铁(工程管理硕士班),乌鲁木齐,"工程管理中的定量分析方法"(2天,20人)
2012.5 上海仪电(工程硕士班),上海,"应用统计学"(32学时,30人)
2012.5 现代工业管理方向课程研究班,北京,"工程质量管理"(2天,40人)
2012.4-6 兵装集团(工程硕士班),北京,"应用统计学"(32学时,40人)
2012.4-5 洛阳空空导弹研究院(工程硕士班),洛阳,"应用统计学"(32学时,40人)
2012.2-3 铁道部(工程硕士班),北京,"应用统计学"(32学时,50人)
2012.3 航天三院(工程硕士班),北京,"质量工程学"(5天,30人)
2012.2 特变电工,新疆乌鲁木齐,"六西格玛简介"(1天,80人)
2011.10 第六届清华大学——东风日产中国制造业、物流业CEO高峰论坛及“东风日产杯——清华IE亮剑”全国工业工程应用案例大赛,主持人,北京(2天)
2011.9 航天三院(工程硕士班),北京,"应用统计学"(4天,30人)
2011.9 浙江哈尔斯,浙江永康,"质量管理"(2天,30人)
2011.9 中国国际货运航空,北京,"质量管理"(2天,30人)
2011.9 华新丽华中高阶主管生产制造课程 Walsin Lihwa,北京,"质量管理与六西格玛方法 Quality Management and Six Sigma"(半天,30人)
2011.8 齐鲁石化,山东淄博,"质量管理"(3天,50人)
2011.6 清华大学精益生产管理专业人才高级进修班,北京,"质量管理与六西格玛方法"(1天,20人)
2011.3 清华大学工程管理研究生课程班,北京,"项目质量管理"(1天,30人)
2011.3 嘉里大通现代物流管理研究生班 Kerry EAS Logistics,北京,"物流企业质量管理"(1天,50人)
2010.12 华新丽华中高阶主管生产制造课程 Walsin Lihwa,烟台,"质量管理与六西格玛方法 Quality Management"(半天,40人)
2010.12 清华大学现代工业管理研究生课程班,北京,"质量管理"(1天,30人)
2010.12 第5届东风日产-清华大学制造业物流业高峰论坛及工业工程应用与管理创新论坛,主持人,北京(2天)
2010.9 华新丽华中高阶主管生产制造课程 Walsin Lihwa,北京,"质量管理与六西格玛方法 Quality Management and Six Sigma"(半天,30人)
2010.9 清华大学工程管理研究生课程班,北京,"质量管理与六西格玛方法"(1天,30人)
2010.9 富士康科技集团(工程硕士班) Foxconn Technology,深圳, "高等质量管理学 Advanced Quality Management"(5天,38人)
2010.7 清华大学精益生产专业人才高级研修班,北京,"质量管理与六西格玛方法"(1天,35人)
2010.6 天威新能源 Tianwei New Energy,四川成都,"质量与过程能力 Quality and Process Capability"(讲座,50人)
2010.5 华坚鞋业 Huajian Shoes,广东东莞, "防错法 Mistake Proofing"(讲座,200人)
2010.3 河北清华发展研究院 山东质监系统质量管理高级研修班,北京, "质量管理 Quality Management"(讲座,80人)
2010.1 工业工程系研究生课程班,北京, "六西格玛管理实务 Six Sigma Practice"(1天,30人)
2009.12 华坚鞋业,江西赣州,“质量漫谈”(讲座,40人)
2009.10 茂名石化 Maoming Petroleum and Chemical,广东茂名,"统计数据分析 Statistical Data Analysis" (2天,100人)
2009.9 北京卫星厂(工程硕士班),北京,"质量工程学 Quality Engineering"(3天,26人)
2009.7 松下电器(中国)有限公司 Panasonic (China),北京,"田口工学 Taguchi Method"(3天,15人)
2009.4 茂名石化(工程硕士班),广东茂名,"质量工程学 Quality Engineering"(3天,44人)
2009.3 洛阳空空导弹研究院(工程硕士班),河南洛阳,"质量工程学 Quality Engineering"(3天,27人)
2008.12 江苏太阳雨太阳能有限公司Sunrain Solar Energy,江苏连云港, "六西格玛管理 Six Sigma Management"(2天,50人)
2008.12 松下电器(中国)有限公司 Panasonic (China),北京,"试验设计概述 Design of Experiments"(1天,20人)
2008.11 工业工程系研究生课程班,北京, "六西格玛管理实务 Six Sigma Practice"(1天,30人)
2008.9. 中国技术监督情报协会,南京,"质量功能展开(QFD),统计质量控制与工业工程 Statistical Quality Control"
2008.7. 台湾积体电路制造股份有限公司,上海, "统计质量控制在半导体生产中的应用(Statistical Quality Control in Semiconductor Manufacturing)
2007.10 富士康科技集团(工程硕士班) Foxconn Technology,深圳, "高等质量管理学 Advanced Quality Management"(3天,52人)

学生培养 Students Advised

论文类型
Thesis Type
起止年份
Start/End
姓名(工作去向) Name 论文题目 Thesis
博士 Ph.D.
  2017.9- 王菲芃 -
  2016.9- 梁巧 -
  2015.9- 董航 -
  2014.9- 王好 -
  2012.8- 臧阳阳 -
  2011.8-2016.7 包璐璐 基于空间数据的统计建模与质量控制
工学硕士 Master of Science
  2017.9- 万冰琪
  2017.7-2018.6 Arman Asryan 阿蒙 高维复杂网络的统计过程控制 Statistical Process Control for High-Dimensional Complex Networks
  2013.8-2015.7 陶嘉羚 碳纳米管高度质量的时空数据统计建模与预测
  2011.8-2013.7 戴晨旭 直拉单晶硅生长过程的 质量控制方法研究
  2011.8-2013.7 李达 汽车零部件质量改善方法应用研究
  2010.8-2012.6 周昕星 基于变量选择的第一阶段变点统计过程控制方法
  2009.8-2012.6 韩凯 半导体制造中的统计质量控制算法研究

2008.8-2010.6 林婧 基于多精度数据的统计过程调整算法研究
工程管理硕士 Master of Engineering Management

2014 -2018.6 胡伟克 实验设计在R产品质量改善中的应用与研究

2014 -2017.6 孙振伟(联想) 手机样机加工周期的回归分析

2012 -2014.12 陈跃军(八一钢铁) 八钢120吨转炉负能炼钢技术研究与应用

2012 -2014.12 叶海斌(八一钢铁) 八钢炼焦配煤成本优化研究
工程硕士 Master of Engineering

2011.9-2015.8 徐湛(新奥光伏) 超大面积硅基薄膜光伏组件的工艺优化

2011.9-2015.8 胡华锋(铁道部) 轨道质量指数在高速铁路有砟道维修管理中的应用

2011.9-2014.12 王磊(通用电气) 六西格玛方法在CT系统高压发生器质量改进中的应用

2009.5-2013.12 钟云辉(茂名石化) 炼油企业实验室检测流程改善研究

2008.5-2013.7 权凌(铁道部) 基于RCM的ZD6电动转辙机维修策略研究

2009.1-2013.7 林远芳(茂名石化) SBS改性沥青的技术开发与工业化生产

2008.5-2013.7 王斌(空导院) MgGdYZr耐热镁合金热变形行为研究

2011.5-2012.12 谢正刚(富士康) 六西格码技术在手机金属表面处理中的应用研究

2011.5-2014.6 廉黎(航天三院) 大面阵CCD光窗擦拭工艺的研究与优化

2011.5-2014.6 张颖(北京艾莱发喜食品) 乳品企业市场需求与原料供给预测研究

2011.5-2012.12 张琳娜(铁道部) 高速铁路供电系统运行检修模式/可靠性研究

2010.5-2012.5 秦涛(铁道部) 基于状态监测的铁路线路预防性维修策略研究
  2007.5-2009.12 孙志军(深圳富士康) 零部件供应商质量改进与控制的应用研究
留学生小论文 Exchange Student Mini-Thesis
   2008.8-2009.7 Moritz Abbenhaus Multivariate Statistical Process Control via LASSO
本科毕业设计 Senior Student Project
  2018 杨洛 高速铁路背景下的多变量流式数据在线监测算法研究
  高代玘 单变量流式数据的在线监视统计方法
  2017 王菲芃 基于大数据的空间相关多数据流的在线监测算法研究
  叶天 基于大数据的服务质量评价方法研究
  骆天晨 清华大学校园公交设计优化
  2016 梁巧 大数据环境下的异常检测
  裘实 数据驱动的硅片生产过程质量改进
  韦康宁 电影评论的垃圾信息识别
  2015 董航 多变量空间离散数据的降维算法研究
  王雪冬 3-D 打印产品质量波动分析与控制
  2014 刘晟 空间离散数据的建模分析与预测
  袁泉 茶饮料质量数据的统计分析
  2013 陶嘉羚 碳纳米管阵列高度质量的建模与分析
  宋禹君 茶饮料生产质量管理与控制方法研究
  (北京大学)宋索源 基于回归方法的轮廓图质量监控
  2012 杨一 间歇性时间序列的预测及模型选择问题
    吴天颖 半导体批次生产过程质量控制算法研究
    (北京大学)王安迪 基于高斯克里金模型的曲面数据统计过程控制算法研究
    (华中科技大学)臧阳阳 Joint Monitoring of Process Mean and Variability
  2011 包璐璐 半导体硅片表面质量统计分析与建模
    戴晨旭 多阶段制造过程的实验设计方法研究
    谢恺 传染病数据的统计分析
  2010 周昕星 基于变量选择的传染病数据监视与诊断
    吴乐珍 日用化工生产系统设计开发
  2009 王力 节约型多变量统计过程调整算法研究


韩凯 分类数据在统计质量控制中的应用
  2008 李凡 基于RFID的集装箱调度系统的仿真研究
    于芊萌 传染病发生过程的建模分析与统计监视算法研究
    董俊宏 日用化工实验系统设计与开发
    梁肇麟 先进质量管理与控制系统设计与开发的研究
    北京大学林婧 基于分类数据的过程控制算法研究
本科生研究培训计划(Student Research Training, SRT)
  2007-2008 王力、王喆、闫蕊、赵诣、蔡林江、陈秋实、唐牧辰 多变量统计过程控制(SPC)系统的设计开发
    伍锐豪、姜伟、王辰杰 医疗卫生数据统计监视的算法研究与系统开发
    金磊、张小姗、谢瑾 六西格玛在中国的发展应用研究

论文发表 Publications

[Google Scholar Citation ]

Referred Journals (SCI索引期刊论文)

: Click to download; : Corresponding Author.
41. Yangyang Zang, Kaibo Wang (2018) "Robust Profile Alignment Based on Penalized-Spline Smoothing", International Journal of Production Research. Accepted.
40. Hang Dong, Nan Chen, Kaibo Wang (2017) "Wafer Yield Prediction using Derived Spatial Variables", Quality and Reliability Engineering International. 33, 2327-2342.
39. Hao Wang, Bo Li, Seung Hoon Tong, In-Kap Chang, Kaibo Wang (2017)"A Discrete Spatial Model for Wafer Yield Prediction", Quality Engineering. 30(2), 169-182. DOI: 10.1080/08982112.2017.1328063
38. Yangyang Zang, Bo Li, Kaibo Wang, Ran Jin (2016)"Unaligned Profile Monitoring using Penalized Methods", Quality and Reliability Engineering International. 32, 2761-2776.
37. 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.
36. 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.
35. Bao, L., Huang, Q., and Wang, K.(2016) "Robust Parameter Design for Profile Quality Control", Quality and Reliability Engineering International, 32, 1059-1070.
34. 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.
33. 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.
32. Zhang, L., Wang, K. and Chen, N. (2016) "Monitoring Wafer Geometric Quality using Additive Gaussian Processes", IIE Transactions, 48(1), 1-15.
31. 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.
30. 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.
29. 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.
28. Dai, C., Wang, K. and Jin, R. (2014) "Monitoring Profile Trajectories with Dynamic Time Warping Alignment", Quality and Reliability Engineering International, 30: 815-827.
27. Wang, A., Wang, K. and Tsung, F. (2014) "Statistical Surface Monitoring by Spatial-Structure Modeling", Journal of Quality Technology, 46(4), 359–376.
26. 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.
25. 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.
24. 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.
23. Wang, K. and Dai, C. (2014) "A Mixed-Effect Model for Analyzing Experiments with Multistage Processes", Quality Technology & Quantitative Management, 11(4), 491-511.
22. Zhou, X., Wang, K. and Zhao, L. (2014) "Variable-Selection-based Epidemic Disease Diagnosis", Communications in Statistics - Simulation and Computation, 43(7), 1595-1610.
21. 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.
20. Han, K. and Wang, K. (2013) "Coordination and Control of Batch-based Multistage Processes", Journal of Manufacturing Systems, 32: 372-381
19. Wang, K. and Han, K. (2013) "A Batch-based Run-to-Run Process Control Scheme for Semiconductor Manufacturing", IIE Transactions, 45(6): 658-669.
18. Li, B., Wang, K. and Yeh, A. (2013), "Monitoring the Covariance Matrix via Penalized Likelihood Estimation", IIE Transactions 45(2), 132-146.
17. 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.
16. 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.
15. Lin J. and Wang, K. (2012). "A Bayesian Framework for Online Parameter Estimation and Process Adjustment using Categorical Observations." IIE Transactions 44, 291-300.
14. 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.
13. Wang, K. and Tsung, F. (2010). "Recursive Parameter Estimation for Categorical Process Control." International Journal of Production Research 48(5): 1381-1394.
12. Han, D., Tsung, F., Li, Y. and Wang, K. (2010). "A Nonlinear Filter Control Chart for Detecting Dynamic Changes." Statistica Sinica  20: 1077-1096.
11. Wang, K. and Tsung, F. (2009). "An Adaptive Dimension Reduction Scheme for Monitoring Feedback Controlled Processes." Quality and Reliability Engineering International 25: 283–298.
10. Wang, K. and Jiang, W. (2009). "High-Dimensional Process Monitoring and Fault Isolation via Variable Selection." Journal of Quality Technology 41(3): 247-258.
9. 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.
8. 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.
7. 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.
6. Wang, K. and Tsung, F. (2008). "An Adaptive T2 Chart for Monitoring Dynamic Systems." Journal of Quality Technology 40: 109-123.
5. Wang, K. and Tsung, F. (2007). "Run-to-Run Process Adjustment Using Categorical Observations." Journal of Quality Technology 39(4): 312-325.
4. Wang, K. and Tsung, F. (2007). "Monitoring Feedback-Controlled Processes Using Adaptive T2 Schemes." International Journal of Production Research 45(23): 5601-5619.
3. 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.
2. 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.
1. 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.

: Click to download; : Corresponding Author.

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索引会议论文)

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 (中文论文)

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".
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