Update on the question:
Managed to solve the problem, the wheel cannot move becuz I attached a rigid transform block between the vehicle body and the plane. After I removed the rigid transform block attached to the vehicle, and try to reorient the plane so that the vehicle is placed on the plane with correct orientation, the vehicle can now move.