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HOME/People/All Faculty/Core Faculty/Judy Jin

Judy Jin

Portrait of Judy Jin

Professor, Industrial & Operations Engineering

IOE

2855 IOE

jhjin@umich.edu

(734) 763-0519

website

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Research Interests Biography

Research Interests: ^top

  • Analytics
    Data Analytics
  • Applications
    Energy
    Manufacturing
    Medical Decision Making
    Service Systems
    Telecommunications
    Transportation
  • Ergonomics & Human Factors
    Biomechanics
    Human Motion
  • Quality & Applied Statistics
    Bayesian Statistics
    Design of Experiments
    Machine Learning
    Multivariate Analysis
    Quality Management
    Reliability & Maintainability
    Statistical Quality Control

Biography: ^top

Jionghua (Judy) Jin is a professor in the Department of Industrial and Operations Engineering and the Director of Manufacturing Program of Integrative Systems and Design Division at the University of Michigan. Her research interests are in data fusion and analytics in quality engineering with primary applications in manufacturing. Her research targets in-situ quality control for defect prevention during manufacturing by optimizing operations and maintenance decisions concurrently. Her methodologies are based on the fusion of engineering models with advanced statistics, machine learning, reliability, system control, and optimization. She has served as PI and co-PI for more than $18-million in research grants, funded by National Science Foundation (NSF), US-Army, Department of Energy, Department of Transportation, and various industrial companies including GM, Ford, Honda, Samsung, Global Solar Energy, etc. Her research has been implemented in various manufacturing industries including metal forming (stamping, forging, casting, rolling and seamless tubes), automotive, electronics, solar energy systems, etc., which generate significant economic and social impacts.

Dr. Jin is currently serving as the Editor of IISE Transactions on Quality and Reliability Engineering (QRE) and serving on the Editorial Advisory Board of Journal of Industrial and Production Engineering. She served as the Department Editor of IISE-QRE and an Associate Editor for Technometrics (2009–2012), Journal of Quality Technology (2007–2009), and International Journal of Flexible Manufacturing Systems (2005–2008). She served as Vice President of INFORMS for International Activities (2010–2013), President-Elect (2007) & President (2008) for IISE-Quality Control and Reliability Engineering (QCRE) Division; Chair- Elect (2006) & Chair (2007) for INFORMS-Quality and Reliability subdivision.

Dr. Jin has received numerous awards including the Presidential Award (NSF-PECASE) in 2004; NSF-CAREER Award in 2002, Forging Achievement Award from Forging Industry Educational and Research Foundation in 2007, and fourteen (14) Best Paper Awards from IISE Transactions, ASME-MSEC, ASME-IMECE, IE and INFORMS annual conferences, etc. She is an elected Fellow of Institute of Industrial and Systems Engineering (IISE), American Society of Mechanical Engineering (ASME), and International Statistical Institute (ISI).

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Research Area
  • Analytics
  • Applications
  • Engineering Education
  • Ergonomics and Human Factors
  • Industrial Operations
  • Operations Research Tools
  • Quality and Applied Statistics
  • Risk Management
Industrial & Operations Engineering
Industrial & Operations Engineering

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