Industrial IoT · Acoustic Failure Prediction

Diagnose Machine Failures from Sound 2 Weeks Ahead

Sudden production line stops cost over $50,000 per hour. 70% of machinery breakdowns can be predicted by analyzing bearing and motor acoustic vibrations weeks before failure. MachineEar delivers lab-grade acoustic diagnostics in 3 seconds.

< 3 sec
Diagnostic Latency
94%
Defect Accuracy
€0.05
Per Scan (PAYG)
Predictive Maintenance Engineer with Acoustic Camera
LIVE ACOUSTIC SCAN: TURBINE GEN-04
FFT 48 kHz
Frequency Peak
3,240 Hz
Acoustic Pressure
84.6 dBA
Fault Window
~14 Days Prior

Industrial Acoustic Diagnostics Workbench

Select an industrial failure sound preset, record live machinery sound with your microphone, or upload a recorded audio file.

Bearing Inner Race Defecthigh

High-Speed Roller Bearing (SKF 6205)

High-frequency repetitive metal impact clicks and harmonic ring (3.2 kHz BPFI signature)

Selected ✓
Motor Angular Misalignment & Unbalancemedium

Three-Phase Induction Motor (15 kW)

Low-frequency cyclic rotational thrumming and dual-harmonic rumble (100 Hz / 2X shaft speed)

Click to select
Industrial Centrifugal Pump Cavitationcritical

Sulzer Process Slurry Pump

Violent gravel-like cracking, rapid vapor bubble implosions, and broad-band cavitation hiss

Click to select
Normal Healthy Machine Baselinehealthy

Precision Industrial Gearbox & Motor

Smooth, balanced continuous baseline hum with uniform sinusoidal harmonics (no spikes)

Click to select
Cost: €0.05(Instant deduction from Sensifai wallet)
Industrial Acoustic Benchmarks

Common Industrial Acoustic Failure Signatures

Learn how differing mechanical defect modes manifest acoustically in heavy industrial rotating assets.

Bearing Inner Race

Ball Pass Freq (BPFI)

Repetitive impact pulses as rolling elements strike inner race spalls at 3,000–3,500 Hz with sharp high crest factors.

Predictable: 2 weeks ahead

Shaft Misalignment

2X Harmonic Vibration

Low-frequency rotational thrumming with 180° axial phase shift across motor and driven pump couplings.

Laser realign required

Pump Cavitation

Broadband >4.5 kHz

Violent gravel-like cracking noise from imploding vapor bubbles destroying impeller vanes and pump casings.

Immediate shutdown risk

Healthy Baseline

Smooth Harmonic Hum

Pure balanced rotational frequencies conforming to ISO 10816-3 Class I/II standards without impacting transients.

60-day routine re-check
Transparent Industrial Pricing

Pay-As-You-Go with Sensifai Wallet

No expensive \$15,000 accelerometer hardware or recurring multi-thousand dollar SaaS contracts. Pay purely per diagnostic request from your prepaid Sensifai wallet.

SENSIFAI MARKETPLACE STANDARD
€0.05 / scan

Immediate automatic deduction from your connected Gatekeeper balance on every scan.

  • Full audio & vibration harmonic decomposition
  • Bearing, motor, pump, & gearbox failure classification
  • Exportable PDF & structured JSON diagnostic report
  • Access via Web UI and programmatic REST API
Try Acoustic Scanner Now