Bai Jie

A time–frequency transformer-CNN gated hybrid framework for ship pump remaining useful life prediction

Shipborne pump systems play a crucial role in transportation, drainage, and auxiliary operations, directly supporting the safe operation of ships and the daily activities of crew members. Accurate prediction of the remaining useful life (RUL) of such systems is therefore essential for early fault awareness, maintenance...