It is important to diagnose the faults of rolling bearings,because they may lead to the failure of motors, and even entire system-wide problems and failures. In order to diagnose the early faults of bearings, and a novel method for early diagnosis of rolling bearing faults based on resonance-based sparse sign decomposition and principal component analysis is proposed in the present paper.
Source: phys.org