Dynamic modeling and analysis of multistage planetary gear system considering tooth crack fault

•A dynamic model of multistage planetary gear system with tooth crack is proposed.•Analyze the dynamic characteristics of the system under normal and fault states.•Observe the crack fault characteristics at different rotational speeds.•Chaotic motion needs to be avoided when identifying crack faults.