A 7-degree-of-freedom model of hybrid electric vehicle with regenerative braking system is built.
A modified nonlinear model predictive control strategy is developed.
The particle swarm optimization algorithm is employed to solve the optimization problem.
The proposed control strategy is verified by simulation and hardware-in-loop tests.
Test results verify the effectiveness of the proposed control strategy.