Research
ELISA: ELectrified and Intelligent Systems Automation Lab
The ELectrified and Intelligent Systems Automation Lab (ELISA) at Oakland University was established in 2020. The primary research of ELISA Lab are in the areas of AI-assisted control algorithm development with application in intelligent vehicles and power & energy systems. The projects involve fundamental research on control theory, optimization, artificial intelligence, and statistics to support intelligent cyber-physical systems development including smart energy and transportation systems.
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Research Areas
AI-assisted Control
Event-triggered MPC
Reinforcement Learning-based MPC
Learning-based MPC
Reconfigurable MPC
Intelligent Vehicles
Autonomous Vehicle Path Following
Electric Vehicles Driveline Control
Active Battery Cell Balancing
Co-simulation and Small-scale Experiment Platforms
Power & Energy Systems
Energy Storage Systems
Power Converter
Hybrid Renewable Energy Systems
Project Sponsors
