Synchronization is a common phenomenon in fields of biology, physics, communication, medicine, engineering, etc. This paper studies synchronization between several deadbeat escapement clocks on a plate which can move freely in the horizontal direction. The geometric properties and motion characteristics of the deadbeat escapement are examined in detail. Lagrange's equations are then employed to derive the governing equations of this system. We first place the deadbeat escapement clock on the ground to study the relation between the driving moment and the period of the pendulum. Then several deadbeat escapement clocks are put on the plate to study possible synchronization motions. We find that, for the case of 5 clocks, the steady state motion can be classified into 1, 3, 4, and 5 groups in different kinds of synchronization motions.