Research
Active research areas in the Department of Industrial and Systems Engineering include:
Data Analytics
- forecasting (energy, retail, healthcare, transportation, sports, and business)
- machine learning
- big data
- artificial intelligence
- simulation
Energy Systems
- power system modeling
- analysis and control
- distributed energy resource
- smart grid
- microgrid control
- electricity market/trading
- energy forecasting
- cybersecurity of power grid
Healthcare Systems
- forecasting in healthcare
- cognitive engineering
- motor control
- XR digital health tools
- human-computer interaction
- AI in medicine
- healthcare systems design and enhancement
- biomechanics
Operations Research
- stochastic optimization
- revenue optimization
- decision making and risk management
- nonlinear optimization
- network interdiction
- large scale optimization
- network modeling and optimization
- resource allocation
- scheduling
Production Systems
- retail/business forecasting
- logistics
- supply chain management
- production planning
- global product innovation
- quality management
- six sigma
- project management
Transportation Systems
- smart mobility
- spatial sensing
- big data in transportation
- shared mobility
- automated mobility
- micro mobility
- transportation sustainability
- transportation electrification