Expertise

Research Interests:

  • Artificial intelligence and machine learning
  • Applied statistics and Design of experiments
  • Smart manufacturing and industry 4.0
  • Data-driven process monitoring and quality control for advanced manufacturing
  • Process optimization and quality modeling for additive manufacturing

Keywords:  Data analytics, Artificial intelligence, Machine Learning, Additive Manufacturing, Advanced Manufacturing, In-situ Process Monitoring, Quality control, CPS, Robotics

Research Projects:

  • Data-driven methods for process-structure relationship in the directed energy deposition of cobalt-chromium alloy (Stellite 21) coatings
  • Research of machine learning in additive manufacturing with ABS/Graphene-based nanocomposite innovation
  • Interpretable machine learning for discovering defect criticality on fatigue life.

Research Interests:

  • Intelligence-assisted quality control for advanced manufacturing
  • Heterogeneous sensor data-based machine learning
  • Robotics enhanced smart systems in Industry 4.0

 

Communities
Industrial Engineering
Degrees
PhD, Virginia Polytechnic Institute and State University, Industrial and Systems Engineering, 2017
MS, Virginia Polytechnic Institute and State University, Statistics, 2016
MS, Zhejiang University, China, ElectricalEngineering, 2007
BS, Zhejiang University, China, Electrical Engineering, 2005
Keywords
manufacturing processes (industrial engineering) additive manufacturing artificial intelligence or cybernetics data analysis data mining machine learning applied statistics