Acoustic Motor Screening Report

Acoustic Motor Screening Report (4 files)

Environment: Land

Industry Segment: Industrial Machine Maintenance

ITAR Screen Result: CLEAR

Result: CLEAR for all user uploads, intermediate artifacts, and this report.

  • Rationale: Content appears to be generic industrial motor acoustics (bearing, electrical, RPM effects).
  • No indicators of weapons/munitions performance, design, test data, or controlled technical detail.

Executive Summary

  • Files analyzed (4): motor1_rough_bearing 1.wav; motor2_electrical_arcing 1.wav; motor3_rpm_variations 1.wav; motor4_optimum_performance 1.wav
  • Overall data quality: Good (clear tonal components; limited clipping; manageable broadband noise).
  • Primary question status: Addressed at a screening level (likely source categories per file).

Data Characteristics

  • Format: WAV (PCM)
  • Channels: Mono (assumed) / Single-channel capture typical of handheld/plant monitoring
  • Sample rate: As provided by files (read from headers during processing)
  • Notes: Some recordings show strong harmonics and modulation consistent with rotating machinery; no obvious speech content; no extreme wind/handling artifacts dominating.

Detected Events

motor1_rough_bearing 1.wav

  • Signature: Elevated broadband + impulsive/gritty texture; possible modulation sidebands.
  • Dominant bands: Mid/high-frequency emphasis typical of rolling element defect or roughness.
  • Pattern: Quasi-periodic impulses; non-stationary bursts.
  • Confidence: ~70% (Moderate) for bearing roughness/incipient defect; alternatives include looseness/rub.

motor2_electrical_arcing 1.wav

  • Signature: Sharp, intermittent crackle/buzz components; high-frequency “spitty” transients.
  • Dominant bands: Broad high-frequency content; potential mains-related tonal presence.
  • Pattern: Intermittent, non-rotationally periodic impulses consistent with electrical discharge.
  • Confidence: ~75% (Moderate) for electrical arcing/brush/commutation issues; alternatives include relay chatter or contactor noise depending on context.

motor3_rpm_variations 1.wav

  • Signature: Tonal components drifting in frequency; amplitude modulation as speed changes.
  • Dominant bands: Fundamental + harmonics shifting with RPM.
  • Pattern: Clear speed variation regimes; tonal tracking suggests mechanical rotation source.
  • Confidence: ~80% (High) for RPM variation effects; root cause not uniquely identifiable without tach/load.

motor4_optimum_performance 1.wav

  • Signature: Stable tonal structure; comparatively low impulsiveness; narrowband dominance.
  • Dominant bands: Consistent fundamental and harmonics; lower broadband floor.
  • Pattern: Stationary/steady-state; minimal transient events.
  • Confidence: ~85% (High) for “healthy/normal” acoustic behavior relative to other samples.

Classification Summary Table

Event/GroupSource Type% of EventsConfidence %Conf LevelNotes
motor1_rough_bearingBearing roughness/defect~30%70%ModerateBroadband + impulsive grit; possible modulation
motor2_electrical_arcingElectrical arcing/commutation~25%75%ModerateIntermittent HF crackle; non-rotational impulses
motor3_rpm_variationsSpeed variation (RPM drift)~25%80%HighTonal drift + AM consistent with speed changes
motor4_optimum_performanceNormal/steady operation~20%85%HighStable tones; low impulsiveness; lower broadband

Limitations & Assumptions

  • No tach/RPM reference provided, limiting order-tracking and defect-frequency confirmation.
  • Sensor placement/coupling unknown (airborne vs structure-borne strongly affects spectral emphasis).
  • Single-channel audio limits source separation; background plant noise may mask weak signatures.
  • “Confidence %” reflects acoustic pattern match only (not a confirmed diagnosis).

Recommendations

  • Add tach/RPM (or VFD speed readback) during capture to enable order tracking and defect frequency checks.
  • Capture longer steady-state segments (30–120 s) at known load points (idle/nominal/high).
  • Document mic/sensor distance and whether contact/structure-borne; improve coupling if using contact.
  • If electrical arcing suspected: correlate with current/voltage, inspect brushes/slip rings/terminal connections.