The research sets up a heavy tractor semi-trailer dynamic model and puts forward an active roll control algorithm based on optimal control for the vehicle roll stability control.It also establishes LQG controller in various speeds and simulates roll stability of the vehicle with steering step input.The simulation results show that the active roll control algorithm is very effective in the active roll control for the vehicle.