crossrefApplied Sciences2026-01-18
Multiparametric Vibration Diagnostics of Machine Tools Within a Digital Twin Framework Using Machine Learning
Andrey Kurkin, Yuri Kabaldin, Maksim Zhelonkin, Sergey Mancerov, Maksim Anosov, Dmitriy Shatagin
In the context of the digital transformation of industrial production, the need for intelligent maintenance and repair systems capable of ensuring reliable operation of machine-tool equipment without operator involvement is growing. This present study reviews the current state an…