 The proposed digital twin-based state monitoring system of the gear test bench is able to accurately simulate the normal operating state of the machine, allowing for real-time monitoring of its performance. This system provides a reliable way to ensure the stability of the gear test bench's operation. This article was offered by Juboli, Songlin Wang, Jianjun Yang, and others.