See how acoustic sensors and spectrogram comparison enable appliances to self-diagnose componen
See how a microphone and filter detect sound intensity changes during CO₂ supply to alert users
Microphone-captured trip sounds let AI classify circuit breaker trip intensity without intrusive internal current sensors.
Sensor-gated sound analysis detects wire harness fitting clicks only during handling, improving connection accuracy while cutting idle power use.
Optical sensing gates microphone analysis to actual wire harness fitting events, improving fitting sound detection accuracy while reducing noise and power use.