7 articles in this category
You're staring at a trend plot. Three sensors, different physical channels, all climbing together since Tuesday. The alarm system says "correlated fau...
You've been staring at a spike in your fused diagnostic dashboard for three hours. The alert fired at 2:14 AM. CPU, memory, network — everything looke...
So you're running a diagnostic data fusion pipeline. Multiple sensors, maybe vibration + temperature + acoustic emission. And you've noticed something...
You've got a sensor budget. Maybe it's tight. Maybe it's generous. Either way, you're choosing which measurements to fuse into your diagnostic system....
You have a diagnostic data fusion pipeline that works fine in transients—sudden faults, phase changes, event triggers. But at steady state, the output...
You set the IMU noise parameters six months ago. The filter ran fine. Then one day the estimate started drifting, and you noticed the accelerometer up...
Sensor dropout is a harsh reality in diagnostic systems: a camera goes dark, a vibration sensor stops responding, or a temperature probe freezes mid-c...