A combined acoustic and dynamic model of a defective ball bearing

•An improved dynamic model of ACBB considering various friction torques and ball motion state is proposed.•The previous acoustic emission model is extended to describe more degrees of freedom of ACBB.•Effects of speed, load, and defect sizes on the acoustic characteristics for ACBB are investigated.•Comparison results between the proposed and reported models depict the superiority of established approach.