Jay Lee

Dr. Jay Lee is Professor Emeritus since 2023.  Previously, he was Ohio Eminent Scholar, L.W. Scott Alter Chair, and Univ. Distinguished Professor, and a founding director of National Science Foundation (NSF) Industry/University Cooperative Research Center (I/UCRC) on Intelligent Maintenance Systems (www.imscenter.net). The Center has been focusing on industrial big data and predictive analytics to predict and prevent failure or downtime of industrial machinery and systems.  Since its inception in 2000, the Center has been supported by over 100 global company members and it was selected as the most economically impactful I/UCRC in the NSF Economic Impact Study Report in 2012. In addition, he is the Founding Director of Industrial AI Center (www.iaicenter.com ). 
He was on leave from Univ. of Cincinnati to serve as Vice Chairman and Board Member
of Foxconn Technology Group during 2019-2021 to lead the Foxconn Wisconsin operations in developing Smart Manufacturing Science Park (including Smart Manufacturing Center, High Performance Computing Data Center, 5G, and Industrial AI Institute https://iaiinstitute.com/datalab etc.) in Mt. Pleasant, WI (www.foxconnwiofficial.com ). In addition, he advised Foxconn business units and received five WEF Lighthouse Factory Awards since 2019. 
 He also serves as a member of  Global Future Council on Advanced Manufacturing and Production of the World Economics Council (WEF) as well as a member of Board of Governors of the Manufacturing Executive Leadership Council of National Association of Manufacturers (NAM), to engage the global leaders for the development of collaborative activities in smart manufacturing.
Previously, he served as senior advisor to McKinsey & Company.  Prior to his academic career, he served as Director for Product Development and Manufacturing at United Technologies Research Center (UTRC) as well as Program Directors for a number of programs at NSF including the Engineering Research Centers (ERC) Program, the Industry/University Cooperative Research Centers (I/UCRC) Program, and Materials Processing, and Manufacturing Program at the Design, Manufacture, and Industrial Innovation Division, etc.,
He is a frequently invited speaker and has delivered over 280 keynote and plenary speeches at major international conferences. He has received a number of awards including NSF Alex Schwarzkopf Technological Innovation Prize in 2014 etc. He was selected as 30 Visionaries in Smart Manufacturing in by SME in Jan. 2016 and 20 most influential professors in Smart Manufacturing in June 2020. His new book on Industrial AI was published by Springer in 2020.
 
For publication citation and impacts, see
Google Scholar https://scholar.google.com/citations?user=g9GtqgQAAAAJ&hl=en&oi=ao
ResearchGate https://www.researchgate.n

Grant: #EEC-0639469 Investigators:Fernandez, Emmanuel; Lee, Jay 09-15-2006 -08-31-2014 National Science Foundation Industry/University Cooperative Research Center for Intelligent Maintenance Systems (IMS): FIVE-Year Renewal Proposal Role:PI $884,196.00 Active Level:Federal

Peer Reviewed Publications

Ali A.;Chen Z.;Lee J. (10-01-2008. ) Web-enabled platform for distributed and dynamic decision-making systems.International Journal of Advanced Manufacturing Technology, , 38 (11-12 ) ,1260-1270 More Information

Li B.S.;Cao Q.X.;Zhang L.;Lee J. (10-01-2008. ) A 3D reconstruction, measurement and collision system for unmanned pneumatic caisson .Shanghai Jiaotong Daxue Xuebao/Journal of Shanghai Jiaotong University, , 42 (10 ) ,

Wang S.j.;Mathew A.;Chen Y.;Xi L.f.;Ma L.;Lee J. (01-01-2009. ) Empirical analysis of support vector machine ensemble classifiers.Expert Systems with Applications, , 36 (3 PART 2 ) ,6466-6476 More Information

Wang T.;Yu J.;Siegel D.;Lee J. (12-01-2008. ) A similarity-based prognostics approach for remaining useful life estimation of engineered systems.2008 International Conference on Prognostics and Health Management, PHM 2008, , More Information

Ali A.;Chen X.;Yang Z.;Lee J.;Jun N. (12-01-2008. ) Optimized maintenance design for manufacturing performance improvement using simulation.Proceedings - Winter Simulation Conference, , 1811-1819 More Information

Zhou X.;Xi L.;Lee J. (04-01-2009. ) Opportunistic preventive maintenance scheduling for a multi-unit series system based on dynamic prog.International Journal of Production Economics, , 118 (2 ) ,361-366 More Information

Ali A.;Seifoddini H.;Lee J. (12-01-2008. ) Decision support optimization based on distributed simulation and uncertainty representation .IIE Annual Conference and Expo 2008, , 1190-1195

Zhang L.;Cao Q.;Lee J. (06-01-2009. ) A new self-adaptive clustering algorithm based on ant swarm .Shanghai Jiaotong Daxue Xuebao/Journal of Shanghai Jiaotong University, , 43 (6 ) ,

Liao L.;Lee J. (10-09-2009. ) A novel method for machine performance degradation assessment based on fixed cycle features test.Journal of Sound and Vibration, , 326 (3-5 ) ,894-908 More Information

Liao L.;Lee J. (01-01-2010. ) Design of a reconfigurable prognostics platform for machine tools.Expert Systems with Applications, , 37 (1 ) ,240-252 More Information

Baoshun L.;Lo V.;Qixin C.;Lei Z.;Lee J. (11-16-2009. ) A 3D curve grouping methods and its application.Proceedings - 2009 International Conference on Environmental Science and Information Application Technology, ESIAT 2009, , 2 ,676-679 More Information

Zhang L.;Cao Q.;Lee J. (12-01-2009. ) Outlier mining based abnormal machine detection in intelligent maintenance.Journal of Shanghai Jiaotong University (Science), , 14 (6 ) ,695-700 More Information

Lee J.;Chen Y.;Al-Atat H.;Abuali M.;Lapira E. (01-01-2009. ) A systematic approach for predictive maintenance service design: Methodology and applications.International Journal of Internet Manufacturing and Services, , 2 (1 ) ,76-94 More Information

Lee J.;Liao L.;Lapira E.;Ni J.;Li L. (12-01-2009. ) Informatics platform for designing and deploying e-manufacturing systems.Collaborative Design and Planning for Digital Manufacturing, , 1-35 More Information

Liu T.;Kumagai A.;Wang Y.;Song S.;Fu Z.;Lee J. (06-01-2010. ) On-line monitoring of boring tools for control of boring operations.Robotics and Computer-Integrated Manufacturing, , 26 (3 ) ,230-239 More Information

Li B.;Cao Q.;Zhang L.;Lee J.;Leng C.;Li Y. (04-28-2010. ) 3D surface modeling and measuring system for pneumatic caisson.Journal of Computing in Civil Engineering, , 24 (3 ) ,223-240 More Information

Lapira E.;Deshpande A.;Lee J.;Snyder J. (12-01-2009. ) Smart machine health and maintenance: Tool assembly prognostics.Proceedings of the ASME International Manufacturing Science and Engineering Conference, MSEC2008, , 2 ,75-84 More Information

Lei Y.;Liu J.;Ni J.;Lee J. (04-01-2010. ) Production line simulation using STPN for maintenance scheduling.Journal of Intelligent Manufacturing, , 21 (2 ) ,213-221 More Information

Liyanage J.;Lee J.;Emmanouilidis C.;Ni J. (12-01-2009. ) Integrated E-maintenance and intelligent maintenance systems.Handbook of Maintenance Management and Engineering, , 499-544 More Information

Lee J. (09-10-2010. ) Design of self-maintenance and engineering immune systems for smarter machines and manufacturing sys .COMADEM 2010 - Advances in Maintenance and Condition Diagnosis Technologies Towards Sustainable Society, Proc. 23rd Int. Congr. Condition Monitoring and Diagnostic Engineering Management, , 1-13

Zhou X.;Lu Z.;Xi L.;Lee J. (10-01-2010. ) Opportunistic preventive maintenance optimization for multi-unit series systems with combing multi-p.Journal of Shanghai Jiaotong University (Science), , 15 (5 ) ,513-518 More Information

Lee J.;Abuali M.;Teschler L.;Scholar O. (09-23-2010. ) Windturbines that never fail .Machine Design, , 82 (16 ) ,42-45

Wu F.;Wang T.;Lee J. (11-01-2010. ) An online adaptive condition-based maintenance method for mechanical systems.Mechanical Systems and Signal Processing, , 24 (8 ) ,2985-2995 More Information

Djurdjanovic D.;Kegg R.;Lee J.;Ni J. (11-16-2010. ) Generic multisensor based assessment of performance of manufacturing processes .Transactions of the North American Manufacturing Research Institution of SME, , 38 ,379-386

Ali A.;Seifoddini H.;Lee J. (12-01-2010. ) Efficient material allocations in high-mix low-volume manufacturing.Journal of Advanced Manufacturing Systems, , 9 (2 ) ,101-116 More Information

Lee J.;Abuali M. (02-01-2011. ) Innovative Product Advanced Service Systems (I-PASS): Methodology, tools, and applications for domin.International Journal of Advanced Manufacturing Technology, , 52 (9-12 ) ,1161-1173 More Information

Yang Y.;Liao Y.;Meng G.;Lee J. (09-01-2011. ) A hybrid feature selection scheme for unsupervised learning and its application in bearing fault dia.Expert Systems with Applications, , 38 (9 ) ,11311-11320 More Information

Lee J.;Ghaffari M.;Elmeligy S. (04-01-2011. ) Self-maintenance and engineering immune systems: Towards smarter machines and manufacturing systems.Annual Reviews in Control, , 35 (1 ) ,111-122 More Information

Zhang J.;Lee J. (08-01-2011. ) A review on prognostics and health monitoring of Li-ion battery.Journal of Power Sources, , 196 (15 ) ,6007-6014 More Information

Elmeligy S.;Ghaffari M.;Lee J. (12-01-2010. ) Transformation from prognostics to engineering immune systems .IFAC Proceedings Volumes (IFAC-PapersOnline), , 1 (PART 1 ) ,152-157

Lee J. (12-01-2010. ) Design of self-maintenance and Engineering Immune Systems for smarter machines and manufacturing sys .IFAC Proceedings Volumes (IFAC-PapersOnline), , 1 (PART 1 ) ,1-11

Yang L.;Lee J. (02-01-2012. ) Bayesian Belief Network-based approach for diagnostics and prognostics of semiconductor manufacturin.Robotics and Computer-Integrated Manufacturing, , 28 (1 ) ,66-74 More Information

Lee J.;Lapira E.;Skirtich T.;Siegel D. (09-14-2011. ) Smart decision support tools for robotics and automation systems .ICINCO 2011 - Proceedings of the 8th International Conference on Informatics in Control, Automation and Robotics, , 1 ,

Xia T.;Xi L.;Lee J.;Zhou X. (10-01-2011. ) Optimal CBPM policy considering maintenance effects and environmental condition.International Journal of Advanced Manufacturing Technology, , 56 (9-12 ) ,1181-1193 More Information

Zhao W.;Abuali M.;Lee J. (10-13-2011. ) A comparative study of power-based health assessment models.2011 IEEE International Conference on Prognostics and Health Management, PHM 2011 - Conference Proceedings, , More Information

Siegel D.;Lee J.;Ly C. (10-13-2011. ) Methodology and framework for predicting rolling element helicopter bearing failure.2011 IEEE International Conference on Prognostics and Health Management, PHM 2011 - Conference Proceedings, , More Information

Chen Y.;Lee J. (10-13-2011. ) Autonomous mining for alarm correlation patterns based on time-shift similarity clustering in manufa.2011 IEEE International Conference on Prognostics and Health Management, PHM 2011 - Conference Proceedings, , More Information

Liu W.;Zhong X.;Lee J.;Liao L.;Zhou M. (09-01-2011. ) Application of a novel method for machine performance degradation assessment based on Gaussian mixtu.Chinese Journal of Mechanical Engineering (English Edition), , 24 (5 ) ,879-884 More Information

Lall P.;Hande M.;Bhat C.;Lee J. (11-01-2011. ) Prognostics health monitoring (PHM) for prior damage assessment in electronics equipment under therm.IEEE Transactions on Components, Packaging and Manufacturing Technology, , 1 (11 ) ,1774-1789 More Information

Lapira E.;Brisset D.;Davari Ardakani H.;Siegel D.;Lee J. (09-01-2012. ) Wind turbine performance assessment using multi-regime modeling approach.Renewable Energy, , 45 ,86-95 More Information

Xia T.;Xi L.;Zhou X.;Lee J. (08-16-2012. ) Dynamic maintenance decision-making for series-parallel manufacturing system based on MAM-MTW method.European Journal of Operational Research, , 221 (1 ) ,231-240 More Information

Lee J.;Yang S.;Lapira E.;Kao A.;Yen N. (06-15-2012. ) Recent advances and trends on cloud-based machinery prognostics and health management .PECCS 2012 - Proceedings of the 2nd International Conference on Pervasive Embedded Computing and Communication Systems, ,

Galar D.;Kumar U.;Lee J.;Zhao W. (01-01-2012. ) Remaining useful life estimation using time trajectory tracking and support vector machines.Journal of Physics: Conference Series, , 364 (1 ) , More Information

Siegel D.;Al-Atat H.;Shauche V.;Liao L.;Snyder J.;Lee J. (05-01-2012. ) Novel method for rolling element bearing health assessment - A tachometer-less synchronously average.Mechanical Systems and Signal Processing, , 29 ,362-376 More Information

Lee J.;Lapira E. (06-01-2011. ) TPM gets smart .Manufacturing Engineering, , 146 (6 ) ,70-75

Yang Y.;Liao L.;Meng G.;Lee J. (02-01-2013. ) Erratum: A hybrid feature selection scheme for unsupervised learning and its application in bearing .Expert Systems with Applications, , 40 (2 ) ,839 More Information

Ardakani H.;Lucas C.;Siegel D.;Chang S.;Dersin P.;Bonnet B.;Lee J. (11-06-2012. ) PHM for railway system - A case study on the health assessment of the point machines.PHM 2012 - 2012 IEEE Int. Conf.on Prognostics and Health Management: Enhancing Safety, Efficiency, Availability, and Effectiveness of Systems Through PHM Technology and Application, Conference Program, , More Information

Huang Y.;Zha X.;Lee J.;Liu C. (01-01-2013. ) Discriminant diffusion maps analysis: A robust manifold learner for dimensionality reduction and its.Mechanical Systems and Signal Processing, , 34 (1-2 ) ,277-297 More Information

Lee J. (12-01-2008. ) Rapid development and deployment of advanced prognostics: Methodology, tools, and applications .Failure Prevention for System Availability - Proceedings of the 62nd Meeting of the Society for Machinery Failure Prevention Technology, ,

Siegel D.;Ly C.;Lee J. (01-01-2012. ) Methodology and framework for predicting helicopter rolling element bearing failure.IEEE Transactions on Reliability, , 61 (4 ) ,846-857 More Information

Siegel D.;Lapira E.;AbuAli M.;Lee J. (12-01-2009. ) A systematic health monitoring methodology for sparsely sampled machine data .Failure Prevention: Implementation, Success Stories and Lessons Learned - Proceedings of the 2009 Conference of the Society for Machinery Failure Prevention Technology, ,

Wang T.;Lee J. (12-01-2009. ) On performance evaluation of prognostics algorithms .Failure Prevention: Implementation, Success Stories and Lessons Learned - Proceedings of the 2009 Conference of the Society for Machinery Failure Prevention Technology, ,

Siegel D.;Ghaffari M.;Lee J. (12-01-2008. ) Failure prediction of critical components in military vehicles .Failure Prevention for System Availability - Proceedings of the 62nd Meeting of the Society for Machinery Failure Prevention Technology, ,

Wang S.;Al Atat H.;Ghaffari M.;Lee J.;Xi L. (12-01-2008. ) Prognostics of automotive sensors: Tools and case study .Failure Prevention for System Availability - Proceedings of the 62nd Meeting of the Society for Machinery Failure Prevention Technology, ,

Yang L.;Lee J. (12-01-2008. ) A toolbox approach for prognostic development and deployment part I: Watchdog Agent® and tool select .Failure Prevention for System Availability - Proceedings of the 62nd Meeting of the Society for Machinery Failure Prevention Technology, ,

Liao L.;Lee J. (12-01-2008. ) A reconfigurable embedded prognostics platform for machinery performance management .Failure Prevention for System Availability - Proceedings of the 62nd Meeting of the Society for Machinery Failure Prevention Technology, ,

Yang L.;Lee J. (12-01-2008. ) A toolbox approach for prognostic development and deployment part ii: Case studies .Failure Prevention for System Availability - Proceedings of the 62nd Meeting of the Society for Machinery Failure Prevention Technology, ,

Wang T.;Lee J. (12-01-2008. ) The operating regime approach for precision health prognosis .Failure Prevention for System Availability - Proceedings of the 62nd Meeting of the Society for Machinery Failure Prevention Technology, ,

Siegel D.;Zhao W.;Al-Atat H.;Lee J.;Kumar M. (12-01-2011. ) A particle filtering approach to remaining useful life prediction of aircraft engines .Technical Program for MFPT: The Applied Systems Health Management Conference 2011: Enabling Sustainable Systems, ,

Skirtich T.;Siegel D.;Lee J.;Pavel R. (12-01-2011. ) A systematic health monitoring and fault identification methodology for machine tool feed axis .Technical Program for MFPT: The Applied Systems Health Management Conference 2011: Enabling Sustainable Systems, ,

Siegel D.;Lee J.;Ly C.;Bayba A.;Tom K. (12-21-2012. ) Advanced diesel engine health monitoring algorithms for ground vehicles .Technical Program for MFPT 2012, The Prognostics and Health Management Solutions Conference - PHM: Driving Efficient Operations and Maintenance, ,

Zhao W.;Lee J.;Deshpande A. (12-21-2012. ) A study of machining process power monitoring and product quality prediction .Technical Program for MFPT 2012, The Prognostics and Health Management Solutions Conference - PHM: Driving Efficient Operations and Maintenance, ,

Siegel D.;Lee J.;Ly C.;Bayba A.;Tom K. (12-21-2012. ) Advanced diesel engine health monitoring algorithms for ground vehicles .Technical Program for MFPT 2012, The Prognostics and Health Management Solutions Conference - PHM: Driving Efficient Operations and Maintenance, ,

Amadi-Echendu J.E.;Willett R.;Brown K.;Hope T.;Lee J.;Mathew J.;Vyas N.;Yang B.S. (12-01-2010. ) What is engineering asset management?.Engineering Asset Management Review, , 1 ,3-16 More Information

Chen Y.;Zhu F.;Lee J. (04-01-2013. ) Data quality evaluation and improvement for prognostic modeling using visual assessment based data p.Computers in Industry, , 64 (3 ) ,214-225 More Information

Lee J.;Siegel D.;Lapira E. (04-12-2013. ) Development of a predictive and preventive maintenance demonstration system for a semiconductor etch.ECS Transactions, , 52 (1 ) ,913-927 More Information

Lee J.; Liao L.; Zhang J. (12-01-2010. ) Prognostics and health monitoring of Li-ion battery for hybrid electric vehicle.SAE Technical Papers, , More Information

Abuali M.; Lee J.; Lee S.; Ni J.; Rezvani M. (12-01-2011. ) A comparative analysis of techniques for electric vehicle battery prognostics and health management .SAE Technical Papers, , More Information

Feng Z.;Zuo M.;Hao R.;Chu F.;Lee J. (05-16-2013. ) Ensemble empirical mode decomposition-based teager energy spectrum for bearing fault diagnosis.Journal of Vibration and Acoustics, Transactions of the ASME, , 135 (3 ) , More Information

Al-Atat H.;Siegel D.;Lee J. (01-01-2011. ) A systematic methodology for gearbox health assessment and fault classification .International Journal of Prognostics and Health Management, , 2 (1 ) ,

Sheng T.;Chen X.;Yi S.;Gao X.;Ye Q.;Lee J. (01-01-2009. ) Probe on network-based collaborative maintenance mode for after-sales equipment.Yugoslav Journal of Operations Research, , 19 (2 ) ,299-313 More Information

Lapira E.;Bagheri B.;Zhao W.;Lee J.;Henriques R.;Pereira C.;Piccoli L.;Guimarães C. (01-01-2013. ) A systematic approach to intelligent maintenance of production systems with a framework for embedded.IFAC Proceedings Volumes (IFAC-PapersOnline), , 46 (7 ) ,23-28 More Information

Lee J.;Lapira E.;Yang S.;Kao A. (01-01-2013. ) Predictive manufacturing system - Trends of next-generation production systems.IFAC Proceedings Volumes (IFAC-PapersOnline), , 46 (7 ) ,150-156 More Information

Wang S.;Yub J.;Lapirac E.;Lee J. (01-01-2013. ) A modified support vector data description based novelty detection approach for machinery components.Applied Soft Computing Journal, , 13 (2 ) ,1193-1205 More Information

Xia T.;Xi L.;Zhou X.;Lee J. (08-01-2013. ) Condition-based maintenance for intelligent monitored series system with independent machine failure.International Journal of Production Research, , 51 (15 ) ,4585-4596 More Information

Galar D.; Kumar U.; Lee J.; Zhao W. (07-01-2012. ) Remaining useful life estimation using time trajectory tracking and support vector machines .International Journal of COMADEM, , 15 (3 ) ,2-8

Johnson P.;Lapira E.;Siegel D.;Lee J. (01-01-2013. ) Rapid design and deployment of PHM-A systematic approach.Chemical Engineering Transactions, , 33 ,229-234 More Information

Zhang L.;Cao Q.;Lee J. (09-23-2013. ) Performance assessment for a fleet of machines using a combined method of ant-based clustering and C.Advances in Mechanical Engineering, , 2013 , More Information

Lee J.; Siegel D. (09-25-2013. ) Reconfigurable informatics platform for rapid prognostic design and implementation: Tools and case s .Proceedings for the Joint Conference: MFPT 2013 and ISA's 59th International Instrumentation Symposium, ISA 2013: Sensors and Systems for Reliability, Safety and Affordability, ,

Zhang L.;Cao Q.;Lee J. (01-01-2013. ) A novel ant-based clustering algorithm using Renyi entropy.Applied Soft Computing Journal, , 13 (5 ) ,2643-2657 More Information

Yang J.;Zhao W.;Lee J. (01-01-2013. ) Stator current-based locomotive traction motor bearing fault detection.Advanced Materials Research, , 819 ,186-191 More Information

Lee J.;Wu F.;Zhao W.;Ghaffari M.;Liao L.;Siegel D. (01-01-2014. ) Prognostics and health management design for rotary machinery systems - Reviews, methodology and app.Mechanical Systems and Signal Processing, , 42 (1-2 ) ,314-334 More Information

Liu C.;Lee J.;Gong L.;Huang Y. (12-16-2013. ) Prognostics and maintenance for mechanical systems in harsh environment.Advances in Mechanical Engineering, , 2013 , More Information

Jin W.;Chen Y.;Lee J. (12-18-2013. ) Methodology for ball screw component health assessment and failure analysis.ASME 2013 International Manufacturing Science and Engineering Conference Collocated with the 41st North American Manufacturing Research Conference, MSEC 2013, , 2 , More Information

Siegel D.;Lee J. (01-01-2011. ) An auto-associative residual processing and K-means clustering approach for anemometer health assess .International Journal of Prognostics and Health Management, , 2 (2 ) ,

Zhao W.;Siegel D.;Lee J.;Su L. (01-01-2013. ) An integrated framework of drivetrain degradation assessment and fault localization for offshore win .International Journal of Prognostics and Health Management, , 4 (SPECIAL ISSUE 2 ) ,

Mohammad Rezvanizanian S.;Huang Y.;Chuan J.;Lee J. (01-01-2012. ) A mobility performance assessment on plug-in EV battery .International Journal of Prognostics and Health Management, , 3 (2 ) ,

Wu F.;Lee J. (01-01-2011. ) Information reconstruction method for improved clustering and diagnosis of generic gearbox signals .International Journal of Prognostics and Health Management, , 2 (1 ) ,

Lee J.;Lapira E.;Bagheri B.;Kao H. (01-01-2013. ) Recent advances and trends in predictive manufacturing systems in big data environment.Manufacturing Letters, , 1 (1 ) ,38-41 More Information

Rezvanizaniani S.;Liu Z.;Chen Y.;Lee J. (06-15-2014. ) Review and recent advances in battery health monitoring and prognostics technologies for electric ve.Journal of Power Sources, , 256 ,110-124 More Information

Siegel D.;Zhao W.;Lapira E.;Abuali M.;Lee J. (01-01-2014. ) A comparative study on vibration-based condition monitoring algorithms for wind turbine drive trains.Wind Energy, , 17 (5 ) ,695-714 More Information

Lee J.;Kao H.;Yang S. (01-01-2014. ) Service innovation and smart analytics for Industry 4.0 and big data environment.Procedia CIRP, , 16 ,3-8 More Information

Li X.Y.;Liu L.;Kang R.;Xu D.;Sun F.;Lee J. (01-01-2015. ) Experiments for PHM: Needs, developments and challenges .Safety and Reliability: Methodology and Applications - Proceedings of the European Safety and Reliability Conference, ESREL 2014, , 569-576

Lee J.;Kao H. (01-01-2014. ) Dominant innovation design for smart products-service systems (PSS): Strategies and case studies.Annual SRII Global Conference, SRII, , 305-310 More Information

Wan L.;Ye X.;Lee J.;Lu X.;Zheng L.;Wu K. (04-01-2015. ) Effects of urbanization on ecosystem service values in a mineral resource-based city.Habitat International, , 46 ,54-63 More Information

Jin C.;Ompusunggu A.;Liu Z.;Ardakani H.;Petré F.;Lee J. (01-01-2014. ) A vibration-based approach for stator winding fault diagnosis of induction motors: Application of en .PHM 2014 - Proceedings of the Annual Conference of the Prognostics and Health Management Society 2014, , 167-175

Lee J.;Bagheri B.;Kao H. (01-01-2015. ) A Cyber-Physical Systems architecture for Industry 4.0-based manufacturing systems.Manufacturing Letters, , 3 ,18-23 More Information

Rezvanizaniani S.;Dempsey J.;Lee J. (01-01-2014. ) An effective predictive maintenance approach based on historical maintenance data using a probabilis .International Journal of Prognostics and Health Management, , 5 (2 ) ,

Lee J.;Bagheri B. (01-01-2015. ) Cyber-physical systems in future maintenance.Lecture Notes in Control and Information Sciences, , 20 ,299-305 More Information

Jin C.;Zhao W.;Liu Z.;Lee J.;He X. (01-01-2015. ) A vibration-based approach for diesel engine fault diagnosis.2014 International Conference on Prognostics and Health Management, PHM 2014, , More Information

Lee J.;Holgado M.;Kao H.A.;Macchi M. (01-01-2014. ) New thinking paradigm for maintenance innovation design .IFAC Proceedings Volumes (IFAC-PapersOnline), , 19 ,7104-7109

Lee J. (06-29-2015. ) Smart Factory Systems.Informatik-Spektrum, , 38 (3 ) ,230-235 More Information

Zhou X.;Li Y.;Xi L.;Lee J. (01-01-2015. ) Multi-phase preventive maintenance policy for leased equipment.International Journal of Production Research, , 53 (15 ) ,4528-4537 More Information

Zhou X.;Huang K.;Xi L.;Lee J. (06-20-2015. ) Preventive maintenance modeling for multi-component systems with considering stochastic failures and.Reliability Engineering and System Safety, , 142 ,231-237 More Information

Jin C.;Ompusunggu A.;Liu Z.;Ardakani H.;Petré F.;Lee J. (01-01-2015. ) Envelope analysis on vibration signals for stator winding fault early detection in 3-phase induction .International Journal of Prognostics and Health Management, , 6 (1 ) ,1-12

Yang S.;Bagheri B.;Kao H.;Lee J. (08-01-2015. ) A Unified Framework and Platform for Designing of Cloud-Based Machine Health Monitoring and Manufact.Journal of Manufacturing Science and Engineering, Transactions of the ASME, , 137 (4 ) , More Information

Li X.;Rezvanizaniani M.;Ge Z.;Abuali M.;Lee J. (06-01-2015. ) Bayesian optimal design of step stress accelerated degradation testing.Journal of Systems Engineering and Electronics, , 26 (3 ) ,502-513 More Information

Jin W.;Siegel D.;Lee J. (01-01-2015. ) Degradation analysis of ball screw lubrication starvation using sensor-less and sensor-rich approach .Joint Conference: MFPT 2015 and ISA's 61st International Instrumentation Symposium - Technology Evolution: Sensors to Systems for Failure Prevention, ,

Jin W.;Siegel D.;Lee J. (01-01-2015. ) Degradation analysis of ball screw lubrication starvation using sensor - less and sensor-rich approa .Joint Conference: MFPT 2015 and ISA's 61st International Instrumentation Symposium - Technology Evolution: Sensors to Systems for Failure Prevention, ,

Bagheri B.; Lee J.; Siegel D. (01-01-2014. ) A computational and accuracy based evaluation of automated algorithms for mechanical system health a .MFPT 2014 Conference: Technology Solutions for Affordable Sustainment, ,

Siegel D.;Lee J.;Dempsey P. (01-01-2014. ) Investigation and evaluation of condition indicators, variable selection, and health indication meth .MFPT 2014 Conference: Technology Solutions for Affordable Sustainment, ,

Wu L.;Liu X.;Ye X.;Leipnik M.;Lee J.;Zhu X. (06-01-2015. ) Permeability, space syntax, and the patterning of residential burglaries in urban China.Applied Geography, , 60 ,261-265 More Information

Lee J.;Kao H.;Ardakani H.;Siegel D. (03-12-2015. ) Intelligent Factory Agents with Predictive Analytics for Asset Management.Industrial Agents: Emerging Applications of Software Agents in Industry, , 341-360 More Information

Qiao J.;Lee J.;Ye X. (01-01-2016. ) Spatiotemporal evolution of specialized villages and rural development: A case study of Henan provin.Annals of the American Association of Geographers, , 106 (1 ) ,57-75 More Information

Vogel-Heuser B.;Lee J.;Leitão P. (01-01-2015. ) Agents enabling cyber-physical production systems.At-Automatisierungstechnik, , 63 (10 ) ,777-789 More Information

Kao A.;Lee J.;Lapira E.;Yang S.;Huang Y.;Yen N. (01-01-2014. ) IFactory cloud service platform based on IMS tools and servo-lution.Lecture Notes in Mechanical Engineering, , 9 ,699-709 More Information

Abuali M.;Lapira E.;Zhao W.;Siegel D.;Rezvani M.;Lee J. (01-01-2014. ) Systematic design of prognostics and health management solutions for energy applications.Lecture Notes in Mechanical Engineering, , 9 ,243-250 More Information

Lee J.;Bagheri B. (01-01-2015. ) Cyber-physical systems in future maintenance.Lecture Notes in Mechanical Engineering, , 20 ,299-305 More Information

Jin C.;Djurdjanovic D.;Ardakani H.;Wang K.;Buzza M.;Begheri B.;Brown P.;Lee J. (10-07-2015. ) A comprehensive framework of factory-to-factory dynamic fleet-level prognostics and operation manage.IEEE International Conference on Automation Science and Engineering, , 2015-October ,225-230 More Information

Cavalieri S.; Fasanotti L.; Lee J.; Pereira C.; Zuccolotto M. (05-01-2015. ) Designing an artificial immune systems for intelligent maintenance systems.IFAC-PapersOnLine, , 28 (3 ) ,1451-1456 More Information

Bagheri B.; Kao H.; Lee J.; Yang S. (05-01-2015. ) Cyber-physical systems architecture for self-aware machines in industry 4.0 environment.IFAC-PapersOnLine, , 28 (3 ) ,1622-1627 More Information

Arnaiz A.; Bravo-Imaz I.; Davari Ardakani H.; Lee J.; Liu Z. (09-08-2015. ) Motor current signature analysis for gearbox fault diagnosis in transient speed regimes.2015 IEEE Conference on Prognostics and Health Management: Enhancing Safety, Efficiency, Availability, and Effectiveness of Systems Through PHAf Technology and Application, PHM 2015, , More Information

Cascia P.; Dersin P.; Douziech C.; Jin W.; Lee J.; Pugnaloni M.; Shi Z.; Siegel D. (09-08-2015. ) Development and evaluation of health monitoring techniques for railway point machines.2015 IEEE Conference on Prognostics and Health Management: Enhancing Safety, Efficiency, Availability, and Effectiveness of Systems Through PHAf Technology and Application, PHM 2015, , More Information

Ardakani H.; Bagheri B.; Lee J.; Yang S. (01-01-2015. ) Industrial Big Data Analytics and Cyber-physical Systems for Future Maintenance & Service In.Procedia CIRP, , 38 ,3-7 More Information

Bagheri B.; Jin C.; Lee J. (04-01-2016. ) Introduction to cyber manufacturing.Manufacturing Letters, , 8 ,11-15 More Information

Colombo A.; Karnouskos S.; Lee J.; Leitão P.; Ribeiro L.; Strasser T. (05-01-2016. ) Smart Agents in Industrial Cyber-Physical Systems.Proceedings of the IEEE, , 104 (5 ) ,1086-1101 More Information

Buehner M.; Buzza M.; Lee J. (01-01-2016. ) Fault diagnosis of root causes in complex systems using Bayesian belief networks .Advances in Technology to Support End User Mission - Proceedings of the 2016 Joint Conference/Symposium of the Society for Machinery Failure Prevention Technology and the International Society of Automation, ,

Buzza M.; Jia X.; Jin C.; Lee J.; Wang W. (12-01-2016. ) Wind turbine performance degradation assessment based on a novel similarity metric for machine perfo.Renewable Energy, , 99 ,1191-1201 More Information

Bagheri B.; Lee J.; Siegel D.; Zhao W. (01-01-2015. ) A stochastic asset life prediction method for large fleet datasets in big data environment.ASME International Mechanical Engineering Congress and Exposition, Proceedings (IMECE), , 14-2015 , More Information

Gamel E.; Jin X.; Lee J.; Ni J.; Siegel D.; Wang W.; Weiss B. (01-01-2016. ) The present status and future growth of maintenance in US manufacturing: Results from a pilot survey.Manufacturing Review, , 3 , More Information

Di Y.; Jia X.; Jin C.; Lee J.; Zhao M. (01-06-2017. ) Investigation on the kurtosis filter and the derivation of convolutional sparse filter for impulsive.Journal of Sound and Vibration, , 386 ,433-448 More Information

Buzza M.; Di Y.; Jia X.; Lee J.; Zhao M. (05-01-2017. ) A geometrical investigation on the generalized lp/lq n.Signal Processing, , 134 ,63-69 More Information

Bagheri B.; Jin C.; Lee J. (04-01-2017. ) Cyber physical systems for predictive production systems.Production Engineering, , 11 (2 ) ,155-165 More Information

Cui P.; Lee J.; Shi Z. (01-16-2017. ) Prognostics and health management solution development in LabVIEW: Watchdog agent® toolkit and case .Proceedings of 2016 Prognostics and System Health Management Conference, PHM-Chengdu 2016, , More Information

Ardakani H.; Bagheri B.; Lee J.; Phillips B. (01-01-2015. ) A new scheme for monitoring and diagnosis of multistage manufacturing processes using product qualit .Proceedings of the Annual Conference of the Prognostics and Health Management Society, PHM, , 334-342

Buehner M.; Chen Y.; Lee J.; Lucas C. (01-01-2015. ) Neural network-based gear failure prediction in a brushless DC actuation system .Proceedings of the Annual Conference of the Prognostics and Health Management Society, PHM, , 373-380

Arnaiz A.; Bravo-Imaz I.; Davari Ardakani H.; García-Arribas A.; Lee J.; Liu Z. (09-15-2017. ) Motor current signature analysis for gearbox condition monitoring under transient speeds using wavel.Mechanical Systems and Signal Processing, , 94 ,73-84 More Information

Lee J.; Leitão P.; Ribeiro L. (04-01-2017. ) Guest Editorial Special Section on Smart Agents and Cyber-Physical Systems for Future Industrial Sys.IEEE Transactions on Industrial Informatics, , 13 (2 ) ,657-659 More Information

Ardakani H.; Gamel E.; Lee J.; Siegel D.; Tong X. (01-01-2017. ) A novel methodology for fault identification of multi-stage manufacturing process using product qual .International Journal of Prognostics and Health Management, , 8 (1 ) ,

Jia X.; Lee J.; Lei Y.; Lin J.; Zhao M. (01-01-2018. ) Instantaneous speed jitter detection via encoder signal and its application for the diagnosis of pla.Mechanical Systems and Signal Processing, , 98 ,16-31 More Information

Buzza M.; Di Y.; Jia X.; Jin C.; Lee J.; Siegel D. (01-15-2018. ) A deviation based assessment methodology for multiple machine health patterns classification and fau.Mechanical Systems and Signal Processing, , 99 ,244-261 More Information

Kao H.; Hsieh Y.; Chen C.; Lee J. (09-21-2017. ) Quality prediction modeling for multistage manufacturing based on classification and association rul.MATEC Web of Conferences, , 123 , More Information

Di Y.; Jia X.; Lee J.; Li P.; Zhao M. (03-01-2018. ) Sparse filtering with the generalized lp/lq norm and i.Mechanical Systems and Signal Processing, , 102 ,198-213 More Information

Ardakani H.; Jin C.; Lee J.; Liu Z. (04-25-2017. ) Introduction to data-driven methodologies for prognostics and health management.Probabilistic Prognostics and Health Management of Energy Systems, , 9-32 More Information

Di Y.; Jia X.; Lee J.; Yang Q.; Zhao M. (07-01-2018. ) Assessment of Data Suitability for Machine Prognosis Using Maximum Mean Discrepancy.IEEE Transactions on Industrial Electronics, , 65 (7 ) ,5872-5881 More Information

Dai H.; Di Y.; Feng J.; Jia X.; Lee J.; Yang Q. (02-01-2018. ) Adaptive virtual metrology for semiconductor chemical mechanical planarization process using GMDH-ty.Journal of Process Control, , 62 ,44-54 More Information

Jin C.; Jin W.; Lee J.; Liu Z.; Shi Z. (10-20-2017. ) CPS-enabled worry-free industrial applications.2017 Prognostics and System Health Management Conference, PHM-Harbin 2017 - Proceedings, , More Information

Di Y.; Huang B.; Jin C.; Lee J. (01-01-2017. ) Review of data-driven prognostics and health management techniques: Lessions learned from phm data c .MFPT 2017 Annual Conference: 50 Years of Failure Prevention Technology Innovation, ,

Ardakani H.; Clark J.; Lee J.; Mangine R.; Pimental A.; Ravindranathan S. (01-01-2017. ) Performance monitoring of soccer players using physiological signals and predictive analytics .MFPT 2017 Annual Conference: 50 Years of Failure Prevention Technology Innovation, ,

Ardakani H.; Lee J. (03-01-2018. ) A minimal-sensing framework for monitoring multistage manufacturing processes using product quality .Machines, , 6 (1 ) , More Information

Lee J.; Liu Z.; Shi Z. (04-01-2018. ) An auto-associative residual based approach for railway point system fault detection and diagnosis.Measurement: Journal of the International Measurement Confederation, , 119 ,246-258 More Information

Ardakani H.; Bagheri B.; Di Y.; Jin C.; Lee J.; Shi Z.; Tang Z. (05-01-2018. ) Fault prediction of power electronics modules and systems under complex working conditions.Computers in Industry, , 97 ,1-9 More Information

Haiyang Z.; Jindong W.; Lee J.; Ying L. (09-15-2018. ) A compound interpolation envelope local mean decomposition and its application for fault diagnosis o.Mechanical Systems and Signal Processing, , 110 ,273-295 More Information

Davari H.; Feng J.; Hwang Y.; Jia X.; Lee J.; Li P.; Qiao G. (09-01-2018. ) Prognosability study of ball screw degradation using systematic methodology.Mechanical Systems and Signal Processing, , 109 ,45-57 More Information

Jin W.; Kao H.; Lee J.; Siegel D. (06-01-2015. ) A cyber physical interface for automation systems-Methodology and examples.Machines, , 3 (2 ) ,93-106 More Information

Davari H.; Lee J.; Pandhare V.; Singh J. (10-01-2018. ) Industrial Artificial Intelligence for industry 4.0-based manufacturing systems.Manufacturing Letters, , 18 ,20-23 More Information

Cai H.; Chen Y.; Feng J.; Hsu Y.; Jia X.; Lee J.; Yang Q. (06-01-2019. ) A combined filtering strategy for short term and long term wind speed prediction with improved accur.Renewable Energy, , 136 ,1082-1090 More Information

Lee J.; Li F.; Ren G. (04-15-2019. ) Multi-step wind speed prediction based on turbulence intensity and hybrid deep neural networks.Energy Conversion and Management, , 306-322 More Information

Jin C.; Jin W.; Lee J.; Liu Z.; Peng C.; Xu G.; Zhang Z. (08-27-2018. ) Industrial AI Enabled Prognostics for High-speed Railway Systems.2018 IEEE International Conference on Prognostics and Health Management, ICPHM 2018, , More Information

Ishiguro M.; Jia X.; Kamaji Y.; Lee J.; Li P.; Pahren L.; Sumiya M. (05-01-2019. ) A novel method for deposit accumulation assessment in dry etching chamber.IEEE Transactions on Semiconductor Manufacturing, , 32 (2 ) ,183-189 More Information

Azamfar M.; Lee J.; Singh J. (04-01-2019. ) A blockchain enabled Cyber-Physical System architecture for Industry 4.0 manufacturing systems.Manufacturing Letters, , 20 ,34-39 More Information

Lee J.; Pandhare V.; Singh J. (05-01-2019. ) Convolutional Neural Network Based Rolling-Element Bearing Fault Diagnosis for Naturally Occurring a.Proceedings - 2019 Prognostics and System Health Management Conference, PHM-Paris 2019, , 320-326 More Information

Cai H.; Feng J.; Hsu Y.; Jia X.; Lee J.; Li W. (02-01-2020. ) Gaussian Process Regression for numerical wind speed prediction enhancement.Renewable Energy, , 146 ,2112-2123 More Information

Cai H.; Feng J.; Huang B.; Jia X.; Lee J. (08-24-2018. ) Review of PHM data competitions from 2008 to 2017: Methodologies and analytics .Proceedings of the Annual Conference of the Prognostics and Health Management Society, PHM, ,

Lee J. (06-01-1997. ) Current trends on tele-service of manufacturing equipment in the United State .Yosetsu Gakkai Shi/Journal of the Japan Welding Society, , 66 (4 ) ,70-72

Lee J. (08-01-1988. ) APPLYING ROBOTICS AND VISION AT THE US POSTAL SERVICE. Robotics World, , 6 (6 ) ,28-33

Lee J. (01-01-1988. ) Kinematic synthesis of industrial robot hand/gripper - a creative design approach.Robotics and Autonomous Systems, , 4 (3 ) ,257-263 More Information

Lee J.;Glickman F. (12-01-1988. ) Applying intelligent robotics and vision to mail processing .724-729

Lee J.;Bastuscheck M. (01-01-1991. ) Intelligent sensing and machine reasoning for robotic manipulation of irregular moving objects .Proceedings - IEEE International Conference on Robotics and Automation, , 2 ,1562-1566

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Lee J.;Kramer B. (01-01-1993. ) Analysis of machine degradation using a neural network based pattern discrimination model.Journal of Manufacturing Systems, , 12 (5 ) ,379-387 More Information

Lee J. (01-01-1995. ) Modern computer-aided maintenance of manufacturing equipment and systems: Review and Perspective.Computers and Industrial Engineering, , 28 (4 ) ,793-811 More Information

Lee J. (10-15-1996. ) Measurement of machine performance degradation using a neural network model.Computers in Industry, , 30 (3 ) ,193-209 More Information

Lee J. (12-01-1996. ) Perspectives on the modern manufacturing engineering systems .American Society of Mechanical Engineers, Dynamic Systems and Control Division (Publication) DSC, , 60 ,33-37

Lee J.;Ni J. (12-01-1996. ) Computer-aided diagnostics and maintenance methodology .American Society of Mechanical Engineers, Manufacturing Engineering Division, MED, , 4 ,531

Lee J. (01-01-1997. ) Strategy and challenges on remote diagnostics and maintenance for manufacturing equipment .Proceedings of the Annual Reliability and Maintainability Symposium, , 368-370

Lee J. (01-01-1997. ) Overview and perspectives on Japanese manufacturing strategies and production practices in machinery.International Journal of Machine Tools and Manufacture, , 37 (10 ) ,1449-1463 More Information

Lee J. (01-01-1998. ) Teleservice engineering in manufacturing: Challenges and opportunities.International Journal of Machine Tools and Manufacture, , 38 (8 ) ,901-910 More Information

Lee J. (01-01-2000. ) Integrating e-intelligence into product and service automation .Proceedings of the World Congress on Intelligent Control and Automation (WCICA), , 3 ,1534

Lee J. (01-01-2000. ) Integrating e-intelligence into product and service automation .Proceedings of the World Congress on Intelligent Control and Automation (WCICA), , 4 ,2296

Lee J. (01-01-2000. ) Integrating e-intelligence into product and service automation .Proceedings of the World Congress on Intelligent Control and Automation (WCICA), , 2 ,788

Lee J. (01-01-2000. ) Integrating e-intelligence into product and service automation .Proceedings of the World Congress on Intelligent Control and Automation (WCICA), , 5 ,3062

Lee J. (01-01-2000. ) Integrating e-intelligence into product and service automation .Proceedings of the World Congress on Intelligent Control and Automation (WCICA), , 1 ,30

Lee J. (01-01-2001. ) Transmuter fuel fabrication processes .Transactions of the American Nuclear Society, , 85 ,495

Lee J. (06-02-2003. ) Smart products and service systems for e-business transformation.International Journal of Technology Management, , 26 (1 ) ,45-52 More Information

Koc M.;Ni J.;Lee J. (12-01-2002. ) Introduction of e-Manufacturing .Proceedings of the 5th International Conference on Frontiers of Design and Manufacturing (ICFDM'2002), , 43-47

Xi L.;Zhou X.;Lin Z.;Lee J. (04-01-2003. ) Web-enabled intelligent e-maintenance technology .Jisuanji Jicheng Zhizao Xitong/Computer Integrated Manufacturing Systems, CIMS, , 9 (4 ) ,325-329

Lee J. (12-01-2003. ) E-manufacturing - Fundamental, tools, and transformation.Robotics and Computer-Integrated Manufacturing, , 19 (6 ) ,501-507 More Information

Zhou X.;Xi L.;Lee J. (09-01-2003. ) Web-enabled E-manufacturing technology .Gaojishu Tongxin/High Technology Letters, , 13 (9 ) ,53

Sun Y.;Cao Q.;Lee J. (08-01-2004. ) Feature extraction and correspondence algorithm for laser range finder with sensor uncertainty .Journal of Harbin Institute of Technology (New Series), , 11 (4 ) ,361-367

Zhang C.;Zhang L.;Cao Q.;Fu Z.;Lee J. (10-01-2004. ) Application of GPRS for machine performance degradation prediction .Gaojishu Tongxin/High Technology Letters, , 14 (10 ) ,58

Zhang L.;Lee J.;Cao Q.;Wang L. (10-01-2004. ) Advanced credit-assignment CMAC algorithm for robust self-learning and self-maintenance machine .Tsinghua Science and Technology, , 9 (5 ) ,519-526

Takata S.;Kimura F.;Van Houten F.;Westkämper E.;Shpitalni M.;Ceglarek D.;Lee J. (01-01-2004. ) Maintenance: Changing role in life cycle management.CIRP Annals - Manufacturing Technology, , 53 (2 ) ,643-655 More Information

Liu T.;Song S.;Wang Y.;Kumagai A.;Fu Z.;Lee J. (01-01-2003. ) Intelligent detection of boring tool conditions.American Society of Mechanical Engineers, Manufacturing Engineering Division, MED, , 14 ,301-307 More Information

Zhang L.;Cao Q.;Lee J.;Zhang C. (03-01-2005. ) Credit-assignment CMAC algorithm and analysis on its convergence .Shanghai Jiaotong Daxue Xuebao/Journal of Shanghai Jiaotong University, , 39 (3 ) ,

Qiu H.;Lee J. (12-01-2004. ) Feature fusion and degradation detection using self-organizing map .Proceedings of the 2004 International Conference on Machine Learning and Applications, ICMLA '04, , 107-114

Lee J.; Pan Y.; Yan J. (01-01-2005. ) Introduction of watchdog prognostics agent and its application to elevator hoistway performance asse.Journal of the Chinese Institute of Industrial Engineers, , 22 (1 ) ,56-63 More Information

Liu J.;Ni J.;Djurdjanovic D.;Lee J. (12-01-2004. ) Performance similarity based method for enhanced prediction of manufacturing process performance.American Society of Mechanical Engineers, Manufacturing Engineering Division, MED, , 15 ,65-72 More Information

Chen Z.;Lee J.;Qiu H. (08-29-2005. ) Intelligent infotronics system platform for remote monitoring and E-maintenance .International Journal of Agile Manufacturing, , 8 (1 ) ,3-11

Zhang L.;Cao Q.;Lee J. (10-24-2005. ) A modified clustering algorithm based on swarm intelligence .Lecture Notes in Computer Science, , 3612 (PART III ) ,535-542

Zhou G.;Zhou J.;Liu C.;Lee J. (10-05-2005. ) Development and application of a GSM-based remote monitoring controller .Jisuanji Gongcheng/Computer Engineering, , 31 (19 ) ,203-205

Zhang L.;Cao Q.;Lee J.;Lewis F. (09-01-2005. ) PCA-CMAC based machine performance degradation assessment .Journal of Southeast University (English Edition), , 21 (3 ) ,299-303

Yan J.;Lee J. (11-01-2005. ) Degradation assessment and fault modes classification using logistic regression.Journal of Manufacturing Science and Engineering, Transactions of the ASME, , 127 (4 ) ,912-914 More Information

Lee J. (01-01-1996. ) Overview of manufacturing strategy in Japan.International Journal of Reliability, Quality and Safety Engineering, , 3 (3 ) ,187-202 More Information

Xi L.;Zhou X.;Lee J. (10-01-2005. ) Research on sequential preventive maintenance policy in finite time horizon .Jisuanji Jicheng Zhizao Xitong/Computer Integrated Manufacturing Systems, CIMS, , 11 (10 ) ,1465-1468

Liu C.;Xie K.;Miao Y.;Zha X.;Feng Z.;Lee J. (02-01-2006. ) Study on the communication method for chaotic encryption in remote monitoring systems.Soft Computing, , 10 (3 ) ,224-229 More Information

Huang R.;Xi L.;Lee J.;Liu C. (10-01-2005. ) The framework, impact and commercial prospects of a new predictive maintenance system: Intelligent m.Production Planning and Control, , 16 (7 ) ,652-664 More Information

Ali S.;Lee J.;Khadem M.;Seifoddini H. (12-01-2004. ) Intelligent production scheduling for medical equipments in global logistics environment .IIE Annual Conference and Exhibition 2004, , 2167

Ali S.;Khadem M.;Seifoddini H.;Lee J. (12-01-2004. ) Optimal system design of flexible assembly systems .IIE Annual Conference and Exhibition 2004, , 807

Yuan S.;Ge M.;Qiu H.;Lee J.;Xu Y. (07-05-2004. ) Intelligent diagnosis in electromechanical operation systems .Proceedings - IEEE International Conference on Robotics and Automation, , 2004 (3 ) ,2267-2272

Casoetto N.;Djurdjanovic D.;Mayor R.;Ni J.;Lee J. (01-01-2003. ) Multisensor process performance assessment through use of autoregressive modeling and feature maps.Journal of Manufacturing Systems, , 22 (1 ) ,64-72 More Information

Miao Y.;Liu C.;Cao Q.;Lee J. (02-01-2004. ) Inverse perturbation method for inverse eigenvalue problem based on finite element analysis .Journal of Dong Hua University (English Edition), , 21 (1 ) ,78-84

Qiu H.;Liao H.;Lee J. (12-01-2005. ) Degradation assessment for machinery prognostics using Hidden Markov Models .Proceedings of the ASME International Design Engineering Technical Conferences and Computers and Information in Engineering Conference - DETC2005, , 1 A ,531-537

Liao H.;Qiu H.;Lee J.;Lin D.;Banjevic D.;Jardine A. (12-01-2005. ) A predictive tool for remaining useful life estimation of rotating machinery components .Proceedings of the ASME International Design Engineering Technical Conferences and Computers and Information in Engineering Conference - DETC2005, , 1 A ,509-515

Qiu H.;Lee J.;Lin J.;Yu G. (02-07-2006. ) Wavelet filter-based weak signature detection method and its application on rolling element bearing .Journal of Sound and Vibration, , 289 (4-5 ) ,1066-1090 More Information

Zhou X.;Xi L.;Lee J. (12-01-2005. ) Reliability-based sequential preventive maintenance model .Shanghai Jiaotong Daxue Xuebao/Journal of Shanghai Jiaotong University, , 39 (12 ) ,2044-2047

Zhang L.;Cao Q.;Lee J. (03-01-2006. ) Algorithm for comparing machine performance based on swarm intelligence clustering .Shanghai Jiaotong Daxue Xuebao/Journal of Shanghai Jiaotong University, , 40 (3 ) ,439-443

Bae Y.;Lee S.;Kim H.;Lee B.;Jang J.;Lee J. (06-01-2006. ) A real-time intelligent multiple fault diagnostic system.International Journal of Advanced Manufacturing Technology, , 29 (5 ) ,590-597 More Information

Lee J.;Ni J.;Djurdjanovic D.;Qiu H.;Liao H. (08-01-2006. ) Intelligent prognostics tools and e-maintenance.Computers in Industry, , 57 (6 ) ,476-489 More Information

Zhou X.;Xi L.;Lee J. (08-15-2006. ) A dynamic opportunistic maintenance policy for continuously monitored systems.Journal of Quality in Maintenance Engineering, , 12 (3 ) ,294-305 More Information

Lei Y.;Djurdjanovic D.;Ni J.;Mayor R.;Lee J.;Xiao G. (09-21-2006. ) System level optimization of preventive maintenance in industrial automation systems .Transactions of the North American Manufacturing Research Institute of SME, , 34 ,79-86

Yu G.;Qiu H.;Djurdjanovic D.;Lee J. (10-01-2006. ) Feature signature prediction of a boring process using neural network modeling with confidence bound.International Journal of Advanced Manufacturing Technology, , 30 (7-8 ) ,614-621 More Information

Huang R.;Xi L.;Li X.;Richard Liu C.;Qiu H.;Lee J. (01-01-2007. ) Residual life predictions for ball bearings based on self-organizing map and back propagation neural.Mechanical Systems and Signal Processing, , 21 (1 ) ,193-207 More Information

Lall P.;Hande M.;Bhat C.;Islam N.;Rahim K.;Suhling J.;Lee J. (10-31-2006. ) Sensor data-fusion for prognostication of extreme environment electronics .Proceedings of the 2006 SEM Annual Conference and Exposition on Experimental and Applied Mechanics 2006, , 4 ,2222-2236

Liu C.;Xie K.;Miao Y.;Zha X.;Feng Z.;Lee J. (12-18-2006. ) Communication method for chaotic encryption in remote monitoring systems for product e-manufacturing.Advances in Soft Computing, , 34 ,825-834 More Information

Liu C.;Zha X.;Miao Y.;Lee J. (12-18-2006. ) Internet server controller based intelligent maintenance system for products.Advances in Soft Computing, , 34 ,785-794 More Information

Zhou X.;Xi L.;Lee J. (04-01-2007. ) Reliability-centered predictive maintenance scheduling for a continuously monitored system subject t.Reliability Engineering and System Safety, , 92 (4 ) ,530-534 More Information

Wang W.;Tse P.;Lee J. (01-01-2007. ) Remote machine maintenance system through Internet and mobile communication.International Journal of Advanced Manufacturing Technology, , 31 (7-8 ) ,783-789 More Information

Liu J.;Djurdjanovic D.;Ni J.;Casoetto N.;Lee J. (08-01-2007. ) Similarity based method for manufacturing process performance prediction and diagnosis.Computers in Industry, , 58 (6 ) ,558-566 More Information

Yang Z.;Chang Q.;Djurdjanovic D.;Ni J.;Lee J. (04-01-2007. ) Maintenance priority assignment utilizing on-line production information.Journal of Manufacturing Science and Engineering, Transactions of the ASME, , 129 (2 ) ,435-446 More Information

Zhou X.J.;Shen W.B.;Xi L.F.;Lee J. (05-01-2007. ) Dynamic opportunistic preventive maintenance model for a multi-unit series system with consideration .Shanghai Jiaotong Daxue Xuebao/Journal of Shanghai Jiaotong University, , 41 (5 ) ,769-773

Huang R.;Xi L.;Zhou X.;Lee J. (05-01-2007. ) Embedded infotronics agent for tether-free prognostics and the device-to-business platform .Shanghai Jiaotong Daxue Xuebao/Journal of Shanghai Jiaotong University, , 41 (5 ) ,807-812

Lee J.;Ghaffari M. (06-07-2007. ) The quest for zero downtime .Machine Design, , 79 (11 ) ,

Wang H.;Lee J.;Ueda T.;Adjallah K.;Ghaffari M. (09-24-2007. ) Engine health assessment and prediction using the group method of data handling and the method of ma.Proceedings of the ASME Turbo Expo, , 1 ,697-702 More Information

Huang R.;Xi L.;Liu C.R.;Lee J. (12-01-2006. ) Prognostics for ball bearing based on neural networks and Morlet Wavelet .Materials Science Forum, , 505-507 (PART 2 ) ,1153-1158

Lall P.;Hande M.;Bhat C.;Suhling J.;Lee J. (10-22-2007. ) Prognostics Health Monitoring (PHM) for prior-damage assessment in electronics equipment under therm.Proceedings - Electronic Components and Technology Conference, , 1097-1111 More Information

Lall P.;Hande M.;Bhat C.;Islam N.;Suhling J.;Lee J. (12-01-2007. ) Feature extraction and damage-precursors for prognostication of lead-free electronics.Microelectronics Reliability, , 47 (12 ) ,1907-1920 More Information

Xi L.;Huang R.;Li X.;Liu C.R.;Lee J. (10-01-2007. ) Residual life predictions for ball bearing based on neural networks.Jixie Gongcheng Xuebao/Chinese Journal of Mechanical Engineering, , 43 (10 ) ,137-143 More Information

Chen Y.;Wang H.;Lee J. (12-28-2007. ) A new method for feature selection and gear defect detection.Proceedings of the ASME International Manufacturing Science and Engineering Conference 2007, MSEC2007, , 483-488 More Information

Liu T.;Ko E.;Lee J. (01-01-1993. ) Intelligent control of dynamic systems.Journal of the Franklin Institute, , 330 (3 ) ,491-503 More Information

Li P.J.;Qin X.S.;Adjallah K.H.;Eynard B.;Lee J. (12-01-2007. ) Cooperative decision making for diagnosis of complex system based on game theory: Survey and an alte.2006 IEEE International Conference on Industrial Informatics, INDIN'06, , 725-730 More Information

Lee J. (12-01-2007. ) Recent advances and future trends in advanced prognostics for smart machines and product service sys.2006 IEEE International Conference on Industrial Informatics, INDIN'06, , More Information

Yan J.;Lee J. (12-01-2007. ) A hybrid method for on-line performance assessment and life prediction in drilling operations.Proceedings of the IEEE International Conference on Automation and Logistics, ICAL 2007, , 2500-2505 More Information

Zhang L.;Cao Q.;Lee J.;Zhao Y. (08-01-2004. ) A modified CMAC algorithm based on credit assignment.Neural Processing Letters, , 20 (1 ) ,1-10 More Information

Zhang L.;Cao Q.;Lee J. (09-17-2004. ) A hybrid one-by-one learning with incremental learning algorithm in CMAC .Proceedings of the World Congress on Intelligent Control and Automation (WCICA), , 3 ,2415-2418

Sun Y.;Cao Q.;Lee J. (09-17-2004. ) Robust mobile robot on-the-fly localization: Using geometrical feature matching method .Proceedings of the World Congress on Intelligent Control and Automation (WCICA), , 6 ,4749-4753

Yan J.;Isobe N.;Lee J. (01-01-2008. ) Fuzzy logic combined logistic regression methodology for gas turbine first-stage nozzle life predict.Applied Mechanics and Materials, , 10-12 ,583-587 More Information

Adzakpa K.;Adjallah K.;Lee J. (07-01-2003. ) A new effective heuristic for the intelligent management of the preventive maintenance tasks of the .Advanced Engineering Informatics, , 17 (3-4 ) ,151-163 More Information

Qu L.;Li L.;Lee J. (07-01-2003. ) Enhanced diagnostic certainty using information entropy theory.Advanced Engineering Informatics, , 17 (3-4 ) ,141-150 More Information

Djurdjanovic D.;Lee J.;Ni J. (07-01-2003. ) Watchdog agent - An infotronics-based prognostics approach for product performance degradation asses.Advanced Engineering Informatics, , 17 (3-4 ) ,109-125 More Information

Qiu H.;Lee J.;Lin J.;Yu G. (07-01-2003. ) Robust performance degradation assessment methods for enhanced rolling element bearing prognostics.Advanced Engineering Informatics, , 17 (3-4 ) ,127-140 More Information

Liao L.;Wang H.;Lee J. (07-01-2008. ) A reconfigurable watchdog Agent® for machine health prognostics .International Journal of COMADEM, , 11 (3 ) ,2-15

Lee J. (01-01-1996. ) Measurement of machine performance degradation using a neural network model.International Journal of Modelling and Simulation, , 16 (4 ) ,192-199 More Information

Lee J. (12-01-1997. ) Manufacturing engineering education through industry/university cooperative research: Issues, challe .American Society of Mechanical Engineers, Manufacturing Engineering Division, MED, , 6 ,465-469

Bae Y.;Lee S.;Kim H.;Lee B.;Jang J.;Lee J. (09-01-2006. ) A real-time intelligent multiple fault diagnostic system.International Journal of Advanced Manufacturing Technology, , 29 (5-6 ) ,590-597 More Information

Djurdjanovic D.;Ni J.;Lee J. (01-01-2002. ) Time-frequency based sensor fusion in the assessment and monitoring of machine performance degradati.ASME International Mechanical Engineering Congress and Exposition, Proceedings, , 15-22 More Information

Casoetto N.;Djurdjanovic D.;Mayor R.;Ni J.;Lee J. (12-01-2003. ) Multisensor process performance assessment through the use of autoregressive modeling and feature ma .Transactions of the North American Manufacturing Research Institution of SME, , 31 ,483-490

Zhou X.;Xi L.;Lee J. (08-01-2004. ) Adaptive remote diagnosing technology based on embedded intelligent agent .Jisuanji Jicheng Zhizao Xitong/Computer Integrated Manufacturing Systems, CIMS, , 10 (8 ) ,1015-1020

Erbe H.;Morel G.;Lee J.;Iung B.;Léger J.B.;Seliger G.;Hohwieler E.;Kiritsis D.;Hecht M.;Berger U. (01-01-2005. ) Infotronic technologies for e-maintenance regarding the cost aspects .IFAC Proceedings Volumes (IFAC-PapersOnline), , 38 (1 ) ,1-12

Qiu H.;Lee J.;Djudjanovic D.;Ni J. (12-01-2005. ) Advances on prognostics for intelligent maintenance systems .IFAC Proceedings Volumes (IFAC-PapersOnline), , 16 ,368-373

Lei Y.;Liu J.;Ni J.;Lee J. (12-01-2006. ) Production line simulation using stochastic timed Petri-net for preventive maintenance scheduling .IFAC Proceedings Volumes (IFAC-PapersOnline), , 12 (PART 1 ) ,

Devaney M.;Ram A.;Qiu H.;Lee J. (12-01-2005. ) Preventing failures by mining maintenance logs with case-based reasoning .Essential Technologies for Successful Prognostics - Proceedings of the 59th Meeting of the Society for Machinery Failure Prevention Technology, , 1 ,369-378

Lee J.; Liao H. (12-01-2006. ) Predictive monitoring and failure prevention of vehicle electronic components and sensor systems.SAE Technical Papers, , More Information

Seliger G.;Bayat N.;Consiglio S.;El Mernissi A.;Friedrich T.;Früsch I.;Gegusch R.;Harms R.;Hollan R.;Jungk H.;Kernbaum S.;Kind C.;Krause F.L.;Odry D.;Reise C.;Romahn A.;Rothenburg U.;Seliger G.;Sönnichsen C.;Uhlmann E.;Zettl M.;Ackermann R.;Dose J.;Fleischer G.;Alting L.;Hauschild M.Z.;Wenzel H.;Baumgarten H.;Butz C.;Pietschmann N.;Blessing L.;Gries B.;Klett J.;Chengtao W.;Ming C.;Djurdjanovic D.;Ni J.;Elmer C.F.;Filho A.G.;Oliveira J.F.G.;Ometto A.R.;Rozenfeld H.;Herrmann C.;Hesselbach J.;Luger T.;Lee J.;Wang H.;Middendorf A.;Reichl H.;Takata S. (12-01-2007. ) Sustainability in manufacturing: Recovery of resources in product and material cycles.Sustainability in Manufacturing: Recovery of Resources in Product and Material Cycles, , 1-423 More Information

Ali S.A.;Seifoddini H.;Lee J. (01-01-2008. ) Global logistics intelligent decision system of medical equipment manufacturing .IFIP Advances in Information and Communication Technology, , 254 VOLUME 1 ,111-124

Sodemann A.;Yaoyu L.;Xin W.;Lee J.;Lancaster R.;Rucker M.;Carnagie J.;Inman A. (01-01-2006. ) Smith predictor based position control for the inlet guide vane of centrifugal air compressor .American Society of Mechanical Engineers, Dynamic Systems and Control Division (Publication) DSC, ,

Lee J.; Liu C.; Miao Y.; Zha X. (01-01-2005. ) Internet server controller based intelligent maintenance system for information appliance products.International Journal of Knowledge-Based and Intelligent Engineering Systems, , 9 (2 ) ,137-148 More Information

Yan J.;Koç M.;Lee J. (12-01-2004. ) A prognostic algorithm for machine performance assessment and its application.Production Planning and Control, , 15 (8 ) ,796-801 More Information

Zhang J.;Liao L.;Lee J. (01-01-2010. ) Prognostics and health monitoring of Li-ion battery for hybrid electric vehicle.SAE Technical Papers, , More Information

Liao H.;Lee J. (01-01-2006. ) Predictive monitoring and failure prevention of vehicle electronic components and sensor systems.SAE Technical Papers, , More Information

Rezvani M.;Abuali M.;Lee S.;Lee J.;Ni J. (01-01-2011. ) A comparative analysis of techniques for electric vehicle battery prognostics and health management .SAE Technical Papers, , More Information

Yuan-Ming Hsu, Xiaodong Jia, Wenzhe Li, Panayotis Manganaris, Jay Lee (2022. ) Sequential optimization of the injection molding gate locations using parallel efficient global optimization .The International Journal of Advanced Manufacturing Technology, , 120 (5 ) ,3805-3819 More Information

Cuiyuan Lu, Xiaodong Jia, Jay Lee, Jing Shi (2022. ) Knowledge transfer using Bayesian learning for predicting the process-property relationship of Inconel alloys obtained by laser powder bed fusion .Virtual and Physical Prototyping, , 17 (4 ) ,787-805 More Information

Wenzhe Li, Xiaodong Jia, Yuan-Ming Hsu, Chen-Hung Liao, Yunfei Wang, Mong-Tung Lin, Jay Lee (2022. ) A Novel Methodology for Lens Matching in Compact Lens Module Assembly .IEEE Transactions on Automation Science and Engineering, , 1-10 More Information

Jay Lee, Shahin Siahpour, Xiaodong Jia, Patrick Brown (2022. ) Introduction to resilient manufacturing systems .Manufacturing Letters, , 32 ,24-27 More Information

Vibhor Pandhare, Xiaodong Jia, Jay Lee (2021. ) Collaborative Prognostics for Machine Fleets Using a Novel Federated Baseline Learner .Annual Conference of the PHM Society, , 13 (1 ) , More Information

Haoshu Cai, Xiaodong Jia, Jianshe Feng, Qibo Yang, Wenzhe Li, Fei Li, Jay Lee (2021. ) A unified Bayesian filtering framework for multi-horizon wind speed prediction with improved accuracy .Renewable Energy, , 178 ,709-719 More Information

Haoshu Cai, Jianshe Feng, Qibo Yang, Fei Li, Xiang Li, Jay Lee (2021. ) Reference-based Virtual Metrology method with uncertainty evaluation for Material Removal Rate prediction based on Gaussian Process Regression .The International Journal of Advanced Manufacturing Technology, , 116 (3 ) ,1199-1211 More Information

Jianshe Feng, Feng Zhu, Pin Li, Hossein Davari, Jay Lee (2021. ) Development of An Integrated Framework for Cyber-Physical System (CPS)-Enabled Rehabilitation System.International Journal of Prognostics and Health Management, , 12 (4 ) , More Information

Jay Lee, Xiaodong Jia, Qibo Yang, Keyi Sun, Xiang Li (2021. ) Collaborative platform for remote manufacturing systems using industrial internet and digital twin in the COVID-19 era.International Manufacturing Science and Engineering Conference, , 85079 , More Information

Elisa Negri, Vibhor Pandhare, Laura Cattaneo, Jaskaran Singh, Marco Macchi, Jay Lee (2021. ) Field-synchronized Digital Twin framework for production scheduling with uncertainty .Journal of Intelligent Manufacturing, , 32 (4 ) ,1207-1228 More Information

Moslem Azamfar, Jaskaran Singh, Xiang Li, Jay Lee (2021. ) Cross-domain gearbox diagnostics under variable working conditions with deep convolutional transfer learning .Journal of Vibration and Control, , 27 (7-8 ) ,854-864 More Information

Wenzhe Li, Xiaodong Jia, Xiang Li, Yinglu Wang, Jay Lee (2021. ) A Markov model for short term wind speed prediction by integrating the wind acceleration information .Renewable Energy, , 164 ,242-253 More Information

Ricardo Silva Peres, Xiaodong Jia, Jay Lee, Keyi Sun, Armando Walter Colombo, Jose Barata (2020. ) Industrial artificial intelligence in industry 4.0-systematic review, challenges and outlook .IEEE Access, , 8 ,220121-220139 More Information

Xiang Li, Xiaodong Jia, Qibo Yang, Jay Lee (2020. ) Quality analysis in metal additive manufacturing with deep learning .Journal of Intelligent Manufacturing, , 31 (8 ) ,2003-2017 More Information

Jay Lee, Jun Ni, Jaskaran Singh, Baoyang Jiang, Moslem Azamfar, Jianshe Feng (2020. ) Intelligent maintenance systems and predictive manufacturing .Journal of Manufacturing Science and Engineering, , 142 (11 ) , More Information

Moslem Azamfar, Jaskaran Singh, Inaki Bravo-Imaz, Jay Lee (2020. ) Multisensor data fusion for gearbox fault diagnosis using 2-D convolutional neural network and motor current signature analysis .Mechanical Systems and Signal Processing, , 144 ,106861 More Information

Haoshu Cai, Jianshe Feng, Wenzhe Li, Yuan-Ming Hsu, Jay Lee (2020. ) Similarity-based particle filter for remaining useful life prediction with enhanced performance .Applied Soft Computing, , 94 ,106474 More Information

Moslem Azamfar, Xiang Li, Jay Lee (2020. ) Intelligent ball screw fault diagnosis using a deep domain adaptation methodology.Mechanism and Machine Theory, , 151 ,103952 More Information

Honghao Dai, Xiaodong Jia, Laura Pahren, Jay Lee, Brandon Foreman (2020. ) Intracranial pressure monitoring signals after traumatic brain injury: a narrative overview and conceptual data science framework .Frontiers in neurology, , 11 ,959 More Information

Haoshu Cai, Xiaodong Jia, Jianshe Feng, Wenzhe Li, Laura Pahren, Jay Lee (2020. ) A similarity based methodology for machine prognostics by using kernel two sample test.ISA transactions, , 103 ,112-121 More Information

Qibo Yang, Xiaodong Jia, Xiang Li, Jianshe Feng, Wenzhe Li, Jay Lee (2020. ) Evaluating feature selection and anomaly detection methods of hard drive failure prediction.IEEE Transactions on Reliability, , 70 (2 ) ,749-760 More Information

Xiang Li, Xiaodong Jia, Yinglu Wang, Shaojie Yang, Haodong Zhao, Jay Lee (2020. ) Industrial remaining useful life prediction by partial observation using deep learning with supervised attention.IEEE/ASME Transactions on Mechatronics, , 25 (5 ) ,2241-2251 More Information

Behrad Bagheri, Maryam Rezapoor, Jay Lee (2020. ) A unified data security framework for federated prognostics and health management in smart manufacturing .Manufacturing Letters, , 24 ,136-139 More Information

Jay Lee, Moslem Azamfar, Jaskaran Singh, Shahin Siahpour (2020. ) Integration of digital twin and deep learning in cyber‐physical systems: towards smart manufacturing .IET Collaborative Intelligent Manufacturing, , 2 (1 ) ,34-36 More Information

Jaskaran Singh, Moslem Azamfar, Abhijeet Ainapure, Jay Lee (2020. ) Deep learning-based cross-domain adaptation for gearbox fault diagnosis under variable speed conditions .Measurement Science and Technology, , 31 (5 ) ,055601 More Information

Pin Li, Xiaodong Jia, Jianshe Feng, Feng Zhu, Marcella Miller, Liang-Yu Chen, Jay Lee (2020. ) A novel scalable method for machine degradation assessment using deep convolutional neural network .Measurement, , 151 ,107106 More Information

Qibo Yang, Xiang Li, Yinglu Wang, Abhijeet Ainapure, Jay Lee (2020. ) Fault diagnosis of ball screw in industrial robots using non-stationary motor current signals .Procedia manufacturing, , 48 ,1102-1108 More Information

Jaskaran Singh, Moslem Azamfar, Fei Li, Jay Lee (2020. ) A systematic review of machine learning algorithms for PHM of rolling element bearings: fundamentals, concepts, and applications .Measurement Science and Technology, , More Information

Xiang Li, Shahin Siahpour, Jay Lee, Yachao Wang, Jing Shi (2020. ) Deep learning-based intelligent process monitoring of directed energy deposition in additive manufacturing with thermal images .Procedia Manufacturing, , 48 ,643-649 More Information

Abhijeet Ainapure, Xiang Li, Jaskaran Singh, Qibo Yang, Jay Lee (2020. ) Enhancing intelligent cross-domain fault diagnosis performance on rotating machines with noisy health labels .Procedia Manufacturing, , 48 ,940-946 More Information

Abhijeet Ainapure, Xiang Li, Jaskaran Singh, Qibo Yang, Jay Lee (2020. ) Deep learning-based cross-machine health identification method for vacuum pumps with domain adaptation .Procedia Manufacturing, , 48 ,1088-1093 More Information

Published Books

Jay Lee (2020. ) Industrial AI: Applications with Sustainable Performance .Springer (Author)