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IEEE Transactions on Industrial Electronics· 2015Q1

An Improved Exponential Model for Predicting Remaining Useful Life of Rolling Element Bearings

Naipeng Li, Yaguo Lei, Jing Lin, Steven X. Ding

Short summary

An improved exponential model enhances remaining useful life (RUL) prediction for rolling element bearings by introducing an adaptive first predicting time (FPT) selection and using particle filtering to reduce random errors.

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Field: Safety, Risk, Reliability and Quality

Safety, Risk, Reliability and QualityEngineering