个人信息 Profile

 

李健 Jian Li

 

副教授

美国质量协会六西格玛黑带

 

Associate Professor

American Society for Quality Certified Six Sigma Black Belt

 

管理学院工业工程系

Department of Industrial Engineering,

School of Management,

Xi'an Jiaotong University

 

Email: jianli@xjtu.edu.cn

 

研究兴趣 Research Interest

工业大数据,统计过程控制和监控,变化和异常检测,数据驱动的故障检测和诊断,统计数据挖掘,质量管理和控制,六西格玛实践和推广
 
Industrial Big Data, Statistical Process Control and Monitoring, Change and Novelty Detection, Data-Driven Fault Detection and Diagnosis, Statistical Data Mining, Quality Management and Control, Six Sigma Implementation and Promotion
 
教育经历 Education

香港科技大学工业工程及决策分析学系,博士
清华大学自动化系,学士

Ph.D., Industrial Engineering and Decision Analytics, Hong Kong University and Science and Technology
Bachelor, Automation, Tsinghua University
 
发表论文 Publications

Referred Journals

     Li, J., Zhou, Q., and Ding, D., Efficient Monitoring of Autocorrelated Poisson Counts. IISE Transactions, in press.

     Xian, X., Li, J.*, and Liu, K., Causation-based Monitoring and Diagnosis for Multivariate Categorical Processes with Ordinal Information. IEEE Transactions on Automation Science and Engineering, 16(2), 886-897, 2019.

     Xian, X., Archibald, R., Mayer, B., Liu, K., and Li, J., An Effective Online Data Monitoring and Saving Strategy for Large-Scale Climate Simulations. Quality Technology & Quantitative Management, 16(3), 330-346, 2019.

     Fan, W., Zhou, Q., Li, J., and Zhu, Z., A Wavelet-based Statistical Approach for Monitoring and Diagnosis of Compound Faults with Application to Rolling Bearings. IEEE Transactions on Automation Science and Engineering, 15(4), 1563-1572, 2018.

     Li, J.*, Xu, J., and Zhou, Q., Monitoring Serially Dependent Categorical Processes with Ordinal Information. IISE Transactions, 50(7), 596-605, 2018. (IISE Transactions invited session paper at INFORMS Annual Meeting)

     Wang, K., Li, J.*, and Tsung, F., Adaptive Monitoring of Multimodal Data. Computers & Industrial Engineering, 125, 364-374, 2018.

     Wang, K., Li, J.*, and Tsung, F., Registration-Free Monitoring of Multimode Near-Circular Shape Profiles. Quality and Reliability Engineering International, 34(4), 529-542, 2018.

     Wang, R., Li, J.*, and Xue, L., Joint Monitoring of Mean and Dispersion of Count Data. Journal of Industrial and Production Engineering, 35(4), 269-276, 2018.

     Ding, D., Xiang, D., and Li, J.*, Directional Monitoring of Categorical Processes with Serial Dependence. Computers & Industrial Engineering, 113, 502-511, 2017.

     Li, J. and Zhou, Q., A General Approach for Monitoring Serially Dependent Categorical Processes. Journal of Quality Technology, 49(4), 365-379, 2017.

     Li, J.*, Liu, K., and Xian, X., Causation-based Process Monitoring and Diagnosis for Multivariate Categorical Processes. IISE Transactions, 49(3), 332-343, 2017. (ISE Magazine feature article, IISE Transactions invited session discussion paper at INFORMS Annual Meeting)

     Wang, J., Li, J., and Su, Q., Multivariate Ordinal Categorical Process Control based on Log-linear Modeling. Journal of Quality Technology, 49(2), 108-122, 2017.

     Ding, D., Tsung, F., and Li, J.*, Ordinal Profile Monitoring with Random Explanatory Variables, International Journal of Production Research, 55(3), 736-749, 2017.

     Ding, D., Tsung, F., and Li, J.*, Rank-based Process Control for Mixed-type Data. IIE Transactions, 48(7), 673-683, 2016. (ISE Magazine feature article)

     Ding, D., Tsung, F., and Li, J.*, Directional Control Schemes for Processes with Mixed-type Data. International Journal of Production Research, 54(6), 1594-1609, 2016.

     Li, J., Tsung, F., and Zou, C., Multivariate Binomial/Multinomial Control Chart. IIE Transactions, 46(5), 526-542, 2014. (Best Student Paper Finalist Award in the Quality, Statistics and Reliability Cluster at INFORMS Annual Meeting)

     Li, J., Tsung, F., and Zou, C., A Simple Categorical Chart for Detecting Location Shifts with Ordinal Information. International Journal of Production Research, 52(2), 550-562, 2014.

     Li, J., Tsung, F., and Zou, C., Directional Change-Point Detection for Process Control with Multivariate Categorical Data. Naval Research Logistics, 60(2), 160-173, 2013.

     Li, J., Tsung, F., and Zou, C., Directional Control Schemes for Multivariate Categorical Processes. Journal of Quality Technology, 44(2), 136-154, 2012. (First-Place of Best Student Paper Award at INFORMS Conference on Service Science)

Referred Proceedings

     Wang, J., Li, J., and Su, Q., Monitoring Categorical Processes by Integrating Ordinal Information. Proceedings of 2016 IEEE International Conference on Industrial Engineering and Engineering Management, 4-7 December, 2016, Bali, Indonesia.

     Li, J. and Tsung, F., Statistical Quality Control for the Service Sector. Proceedings of the 59th ISI World Statistics Congress, 25-30 August 2013, Hong Kong, 939-944.

     Li, J., Zhou, J., and Zhou, D., Fault Detection and Diagnosis of Singular Stochastic Distribution Systems. Proceedings of the 7th World Congress on Intelligent Control and Automation, June 25-27, 2008, Chongqing, China, 274-279.

 

科研项目 Research Projects

     国家自然科学基金面上项目,71772147,复杂高维数据流的实时监控策略研究,2018.01-2021.12,主持

     国家重点研发计划“国家质量基础的共性技术研究与应用”重点专项”增材制造关键技术标准研究“课题任务,2016YFF0202004-01,增材制造关键技术标准研究,2016.06-2019.05,主持

     机械制造系统工程国家重点实验室开放基金项目,sklms2016010,服务过程中属性质量特性的监控,2016.03-2018.02,主持

     国家自然科学基金青年科学基金项目,71402133,时间自相关的若干种数据的统计监控研究,2015.01-2017.12,主持

     国家自然科学基金青年科学基金项目,71602155,多模式形状轮廓的统计质量控制,2017.01-2019.12,参与

     国家自然科学基金面上项目,71572138,闭环供应链的牛鞭效应及其协调研究,2016.01-2019.12,参与

     国家自然科学基金国际(地区)合作与交流项目,71410307009,服务科学与管理创新,2014.04-2014.08,参与

 

奖励荣誉 Honors/Awards

     IISE Transactions invited session paper at INFORMS Annual Meeting, Seattle, WA, 2019

     IISE Transactions invited session discussion paper at INFORMS Annual Meeting, Phoenix, AZ, 2018

     ISE (formerly Industrial Engineer) Magazine feature article, 2017

     ISE (formerly Industrial Engineer) Magazine feature article, 2016

     American Society for Quality Certified Six Sigma Black Belt, 2012

     IIE Hong Kong Scholarship, Hong Kong, 2011

     Best Student Paper Finalist Award in the Quality, Statistics and Reliability Cluster at INFORMS Annual Meeting, Austin, TX, 2010

     First-Place of Best Student Paper Award at INFORMS Conference on Service Science, Taipei, Taiwan, 2010

 

学术服务 Academic Service

     Associate Editor

Journal of Industrial and Production Engineering

     Journal Referee

IEEE Transactions on Automation Science and Engineering; Technometrics; IISE Transactions; Naval Research Logistics; European Journal of Operational Research; Decision Sciences; Journal of Quality Technology; International Journal of Production Research; International Journal of Production Economics; Computers & Industrial Engineering; Journal of Statistical Computation and Simulation; Journal of Applied Statistics; Journal of Manufacturing Systems; IEEE Access; Quality Technology & Quantitative Management

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