Machine performance degradation assessment and remaining useful life prediction using proportional hazard model and support vector machine

@inproceedings{Tran2013MachinePD,
  title={Machine performance degradation assessment and remaining useful life prediction using proportional hazard model and support vector machine},
  author={Van Tung Tran and Hong Thom Pham and Bo-Suk Yang and Tan Tien Nguyen},
  year={2013}
}
Machine performance degradation assessment and remaining useful life (RUL) prediction are of crucial importance in condition-based maintenance to reduce the maintenance cost and improve the reliability. They provide a potent tool for operators in decision-making by specifying the present machine state and estimating the remaining time. For this ultimate purpose, a threestage method for assessing the machine health degradation and forecasting the RUL is proposed. In the first stage, only the… CONTINUE READING
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