Research question
How can documented run-to-failure data support a reproducible condition-monitoring baseline?
Approach
Begin with a documented public dataset, define the task and labels, split by complete experimental run, and compare simple baselines with candidate prognostic models.
Contribution
A proposed extension of IIMEEE into mechanical reliability and maintenance research.
Evidence & limitations
This is a new concept for the expanded portfolio. No experiments, remaining-life accuracy or industrial validation are claimed.
Next step
Select and inspect a dataset, then agree the benchmark protocol before training.
Methodology stages
01 / Documented dataset
02 / Task & baseline
03 / Run-level evaluation
04 / Transfer validation