Yi-Ming Ding

Research on the Prediction of the Remaining Life of Rolling Bearings Based on Long Short-Term Memory (LSTM)

Rolling bearings are key components in rotating machinery. Their wear and failure can cause the entire equipment to stop operating. Therefore, it is extremely necessary to predict their remaining useful life (RUL). However, in reality, the wear of bearings does not change linearly and the uncertainty over time makes pr...