Bayesian Inverse Problems

3

Fundamentals of Sequential System Monitoring and Prognostics Methods

 

David E. Acuña-Ureta,^1,* Juan Chiachío-Ruano,² Manuel Chiachío-Ruano² and Marcos E. Orchard³

¹ Pontificia Universidad Católica de Chile, Chile

² University of Granada, Spain

³ University of Chile, Chile

* Corresponding author: [e-mail]

This chapter provides a detailed description of the most significant constituent elements in the problem of sequential system monitoring and event prognostics, including aspects related to multistep ahead predictions and the computation of the remaining useful life. The authors’ main interest here is to provide a holistic view of the problem of uncertainty characterisation in prognostics, as well as the theory and algorithms ...