The MSAN is validated on C-MAPSS datasets, and experimental results demonstrate that the MSAN can better perform prediction tasks than existing state-of-the-art methods.

These innovations are integrated into DSLNN, which through experimental validation on the C-MAPSS, gear, and wind turbine gearbox bearing datasets, achieves state-of-the-art performance in RUL ...