PDX

Machine Health Monitor

INIT…
Sensor InputCH 01–06
Product quality class
Failure Risk Readout—
-- FAILURE PROB.
TOP CONTRIBUTING SENSORSSHAP
pushes toward failure pushes toward healthy
RUN HISTORY0 runs
oldestlatest
NOTE // Output is a probability, not a verdict. Use as a scheduling signal for inspection and maintenance, alongside operator judgment. Model: gradient-boosted trees · dataset: AI4I 2020 (~3.4% failure rate) · endpoint: /predict