Blog by this author
Thermal Monitoring Condition Monitoring Blog
Condition Monitoring Alert Fatigue Is a Design Problem, Not a Tuning Problem
TL;DR Tuning thresholds to cut false alarms works for a while, then starts hiding the faults the system was built to catch. A threshold is one number standing in for a judgment ...
Thermal Monitoring Condition Monitoring Blog
How We Taught Solar Monitoring to Stop Mistaking Reflection for a Fault
TL;DR Solar panel glass reflects heat in a way that looks exactly like a developing fault on a thermal camera, and it's easy to mistake for real degradation. Raising alert ...
MSAI Connect Condition Monitoring Blog
Belt Failure Detection: Why Conveyor Belts Fail Fast
TL;DR If you manage maintenance on a conveyor line, you already know the pattern: Everything looks fine during the morning walkaround, and by early afternoon a belt is torn up, a ...