Research

Current Research

Optimal Braking of Electric Vehicles

Development of braking algorithms accounting for regeneration maximization and ride comfort

Optimal Thermal Management of Electric Vehicles

Development of a control-oriented TMS model for EVs

Energy-conscious thermal management using Model Predictive Control

Li-ion Battery Modeling and Estimation/ Control

Data-driven approaches to battery aging estimation

Past Research

Energy-Efficient Vehicle & Powertrain Operation

  • Power/ energy management of hybrid electric vehicles

  • Trajectory optimization of ground vehicles/ robots

  • Co-optimization of powertrain and vehicle dynamics

Li-ion Battery Modeling and Estimation/ Control

  • Model-reduction of conventional Li-ion batteries

  • Estimation of all Solid-state batteries

  • Data-driven approaches to battery aging estimation