About

Professor Pingfeng Wang is a faculty member in the Department of Industrial and Enterprise Systems Engineering at the University of Illinois at Urbana-Champaign. He is associated with the Reliability Analysis & Safety Assurance Laboratory (RASA), which focuses on research related to reliability analysis and safety assurance. His contact information includes an office at TB-310 and a phone number (217) 300-7078, with an email address at pingfeng@illinois.edu. The page indicates his role as a professor within the department, but does not provide specific details about his research focus, background, or key contributions.

Research topics

• Computer Science
• Engineering
• Artificial Intelligence
• Machine Learning
• Systems engineering
• Mathematical optimization
• Management science
• Economics
• Environmental economics
• Mathematics
• Business
• Risk analysis (engineering)
• Physics
• Reliability engineering
• Manufacturing engineering
• Data science

Selected publications

• A review of research in the Li-ion battery production and reverse supply chains

  Journal of Energy Storage · 2023 · 70 citations

  Senior authorCorresponding
  • Environmental economics
  • Manufacturing engineering
  • Business
  DOI

• Physics-informed machine learning model for battery state of health prognostics using partial charging segments

  Mechanical Systems and Signal Processing · 2022 · 121 citations

  Senior authorCorresponding
  • Computer Science
  • Machine Learning
  • Artificial Intelligence
  DOI

• Physics-informed machine learning for reliability and systems safety applications: State of the art and challenges

  Reliability Engineering & System Safety · 2022 · 314 citations

  Senior authorCorresponding
  • Computer Science
  • Machine Learning
  • Artificial Intelligence
  DOI

• Risk-averse optimization for resilience enhancement of complex engineering systems under uncertainties

  Reliability Engineering & System Safety · 2021 · 41 citations

  Senior authorCorresponding
  • Computer Science
  • Mathematical optimization
  • Computer Science
  DOI

Recent grants

• Concurrent Design for Functional Reliability and Failure Prognosis of Complex Engineered Systems

  NSF · $329k · 2012–2016

• Using Operational Performance Data to update Design Models for the Design of Failure-Resilient Engineered Systems

  NSF · $221k · 2017–2019

• CAREER: Designing Engineered Systems for Resilience and Sustainability by Considering Post-design Retrofits

  NSF · $400k · 2014–2018

• Using Operational Performance Data to update Design Models for the Design of Failure-Resilient Engineered Systems

  NSF · $320k · 2015–2017

• CAREER: Designing Engineered Systems for Resilience and Sustainability by Considering Post-design Retrofits

  NSF · $253k · 2017–2020

Frequent coauthors

• Byeng D. Youn

  51 shared

• Chao Hu

  University of Connecticut

  40 shared

• Yanwen Xu

  33 shared

• Zhuoyuan Zheng

  31 shared

• Yumeng Li

  University of Illinois Urbana-Champaign

  30 shared

• Zequn Wang

  University of Electronic Science and Technology of China

  25 shared

• Zheng Liu

  University of Illinois Urbana-Champaign

  25 shared

• Nenad Miljkovic

  University of Illinois Urbana-Champaign

  17 shared

Labs

• RASA Reliability Analysis & Safety Assurance LaboratoryPI

Education

• Ph.D., Industrial & Enterprise Systems Engineering

  University of Illinois at Urbana-Champaign

  2005

• M.S., Industrial & Enterprise Systems Engineering

  University of Illinois at Urbana-Champaign

  2002

• B.S., Automation

  University of Science and Technology of China

  1999

Awards & honors

• Donald Biggar Willett Faculty Scholar, University of Illinoi…
• Jerry S. Dobrovolny Faculty Scholar, University of Illinois…

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• Maria T. Grosse Perdekamph-141
• Gan Zhangh-134
• Jeffrey S. Mooreh-130
• Shuming Nieh-128