"Development of a hybrid model for estimating the non-linear rolling be" by Wenlang Xie
In recent years, the data-driven approach has emerged as the predominant method for estimating the Remaining Useful Life (RUL) of bearings. This approach offers notable advantages, including reduced reliance on expert knowledge in bearing health analysis. However, there are three significant drawbacks associated with data-driven models that have impeded the advancement of bearing RUL estimation. These drawbacks encompass limited data availability, constrained model generalization ability, and inadequate adaptability to the nonlinear degradation process of bearings. To address these limitations...
Source: uow.edu.au