Diagnostic Data Fusion

Diagnostic Data Fusion

Why Your Diagnostic Data Fusion Lags at Steady State: Three Root Causes

You have a diagnostic data fusion pipeline that works fine in transients—sudden faults, phase changes, event triggers. But at steady state, the output...

Diagnostic Data Fusion

What to Fix First When Your Fusion Model Overweights Noisy IMU Data

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...

Diagnostic Data Fusion

Choosing a Fusion Architecture That Won't Degrade Under Sensor Dropout

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...