Prognostics for the Consumable Centrepost - Knowing When to Replace It
Abstract
A prognostics-and-health-management framework turns the centrepost's fluence-driven degradation into a scheduled-replacement decision with quantified confidence: a dual-channel remaining-useful-life estimator fuses a physics fluence model with an in-situ damage observable, guarded by an out-of-distribution backstop that defaults to the conservative physics bound when signals leave the trained regime.
Fields of Study & Subjects
Distributed Sensor Networks and Detection Algorithms
Machine Fault Diagnosis Techniques
Radiation Effects in Electronics
Publication details
- Journal / source
- OSF Preprints (OSF Preprints)
- Publication date
- 28 August 2026
- Language
- EN
- Document type
- Preprint