The variable loading on the conveyor chains used in water-floating glass beer bottle unscrambler were analyzed. Dynamic model of the conveyor chains was built and simulated by multi-body dynamic software RecurDyn. The tension and meshing impact curve of tight side of conveyor chains during operation was obtained. The reliability of conveying process was verified. The purpose was to provide reference for optimal design of conveyor chain.