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).