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- W4283524467 abstract "• Construct the general form of model in the time space. • Demonstrate the sequential estimation and prediction of failure time. • Introduce the concept of “Mean Reach Time” for failure time. • Bridge the gap between existing definitions of First Pass Time and Last Exit Time. This paper provides a general theoretical framework of time space modelling for Lebesgue sampling-based fault diagnosis and prognosis, with the detailed theoretical analysis and experimental simulation for its mathematical modelling and uncertainty quantification. The developed framework introduces the concept of sequential estimation and prediction of Mean Reach Time for fault degrading to predefined Lebesgue states. The proposed formulation comprehensively shows the robustness and generalization of the Time Space Model. It also demonstrates its effectiveness in reducing model complexity and elaborates its easy integration with commonly used techniques. Two applications are presented regarding batteries capacity degradation and bearings degradation. The results demonstrate the compatibility, effectiveness, and modelling simplicity of the proposed formulation." @default.
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- W4283524467 date "2022-10-01" @default.
- W4283524467 modified "2023-10-02" @default.
- W4283524467 title "Time space modelling for fault diagnosis and prognosis with uncertainty management: A general theoretical formulation" @default.
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- W4283524467 doi "https://doi.org/10.1016/j.ress.2022.108686" @default.
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