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/Group | Source Type | % of Events | Confidence % | Conf Level | Notes |
|---|---|---|---|---|---|
| motor1_rough_bearing | Bearing roughness/defect | ~30% | 70% | Moderate | Broadband + impulsive grit; possible modulation |
| motor2_electrical_arcing | Electrical arcing/commutation | ~25% | 75% | Moderate | Intermittent HF crackle; non-rotational impulses |
| motor3_rpm_variations | Speed variation (RPM drift) | ~25% | 80% | High | Tonal drift + AM consistent with speed changes |
| motor4_optimum_performance | Normal/steady operation | ~20% | 85% | High | Stable 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.