Based on the analysis of kinematic model and dynamic model of vehicle with four Mecanum wheel, the fuzzy PID dual closed-loop control system was designed based on parameter distributor. The Mecanum wheels based electric chassis with the proposed system was analyzed and tested. The control system was proved to have a good response time and steady-state error precision, which satisfied the requirement of precise movement of electric chassis in tight space. 