Residual Life Prediction and Optimal Maintenance Decision for a Piece of Equipment

Residual Life Prediction and Optimal Maintenance Decision for a Piece of Equipment

Wang, Zhaoqiang; Hu, Changhua; Fan, Hongdong

Springer Verlag, Singapore

07/2022

270

Mole

Inglês

9789811622694

15 a 20 dias

444

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Introduction.- Degradation modelling and remaining useful life estimation based on a nonlinear diffusion process.- Degradation modelling and remaining useful life estimation based on a Wiener process with change points.- Residual life prediction based on an inverse-Gaussian process.- Degradation modelling and remaining useful life prediction with support vector machines.- Degradation modelling and remaining useful life estimation based on a relative vector machine fuzzy model.- Performance degradation modelling and reliability prediction based on evidential reasoning approach.- Residual life prediction based on a weight selected particle filter.- Optimal inspection policy based on predicted life information for a deteriorating equipment.- Cooperative predictive maintenance of repairable systems with dependent failure modes and resource constraint.
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Degradation Modelling;Residual Life Prediction;Wiener Process;Support Vector Machines;Maintenance;quality control, reliability, safety and risk