Incidents Registry/INV-2026-0047

Incident Investigation

INV-2026-0047Awaiting Engineer Approval

Tower 04•Component: Bearing Assembly B17•Priority: HIGH PRIORITY

Multi-Agent Orchestration Status

5 SPECIALIZED AGENTS

Monitoring Agent

Real-time telemetry ingestion & anomaly detection

Completed

Investigation Agent

Signal correlation & historical baseline comparison

Completed

Engineering Knowledge Agent

RAG retrieval across technical manuals & SOPs

Completed

Predictive Maintenance Agent

Degradation curve & inspection timeframe synthesis

Completed

Maintenance Agent

Work order dispatch & workflow orchestration

Awaiting Engineer Approval

Signal Intelligence

5 CHANNELS SYNCD

VIBRATION (RMS)VIB-T04-B17

7.8 mm/s↑ Increasing (+17.8%)

Ref: 6.62 mm/s baseline

BEARING TEMPERATURETH-T04-B17

68°C↑ Increasing (+16°C)

Ref: 52°C nominal (19°C amb)

MECHANICAL STRESSSTR-T04-01

Normal— Within Bounds

Ref: 220 MPa max allowable

SHAFT ALIGNMENTALN-T04-AX

Slight deviation↗ 0.03mm offset

Ref: < 0.05mm tolerance

LAST OVERHAULCMMS-HIST-04

94 days agoCycle overdue (>90d)

Ref: Overhaul cycle: 90-120d

Autonomous Agent Investigation Timeline

ACTIVE ORCHESTRATION

10:21:43•Monitoring Agent

Threshold Alert

ANOMALY DETECTED

Continuous telemetry stream crossed statistical variance threshold on sensor VIB-T04-B17.

10:21:44•Monitoring Agent

+17.8% Dev / 36h

BASELINE DEVIATION CONFIRMED

Vibration increased 17.8% over 36h (6.62 → 7.80 mm/s). Temperature rose 16°C above thermal baseline.

10:21:47•Investigation Agent

Pattern Match 91%

HISTORICAL PATTERNS ANALYZED

Cross-referenced 4,200 operating hours. Detected signature matching micro-spalling in raceway.

RAG Verified

10:21:51•Investigation Agent

3 Records Synced

MAINTENANCE HISTORY RETRIEVED

3 relevant records located. Last scheduled inspection conducted 94 days ago (Report 2026-01-12).

RAG Verified

10:21:55•Engineering Knowledge Agent

MP-B17-04 §4.2

ENGINEERING PROCEDURE MATCHED

Correlated failure mode to Standard Engineering Procedure MP-B17-04 (Bearing Assembly Protocol).

RAG Verified

10:21:58•Predictive Maintenance Agent

Elevated Risk

RISK ASSESSMENT COMPLETE

Failure Risk: Elevated. Deterioration: Progressive. Generated 4-point scope for physical dispatch.

10:22:02•Maintenance Agent

Awaiting Sign-off

WORK ORDER PREPARED

Pre-populated Work Order WO-2026-0047. Routing to Mechanical Maintenance queue upon approval.

Evidence Supporting Assessment

RAG CORPUS VERIFIED

Historical behaviour94% Vector Match

Similar vibration pattern observed before previous bearing maintenance in Q1.

Source DocumentMaintenance Report 2026-01-12

Correlated signal89% Vector Match

Bearing temperature is increasing concurrently alongside vibration elevation (+16°C).

Source DocumentTower 04 Sensor History & Telemetry Log

Engineering procedure91% Vector Match

Procedure MP-B17-04 recommends physical bearing and alignment inspection within 48h when vibration exceeds 7.5 mm/s.

Source DocumentBearing Maintenance Manual

AI Infrastructure Assessment & Risk Synthesis

Synthesized across 4,200 operating hours and 5 historical overhaul records

PRIORITY: HIGH

Asset Health

68/ 100

Failure Risk

Elevated

MTTF: 5–8 days if unmitigated

Deterioration

Progressive

+0.3 mm/s / week drift

Recommended Window

Within 24–48 hours

SLA Compliant

Simulated Probable Causes (Model Distribution)Bayesian Ensemble v3.2

Bearing degradation78%

Alignment deviation16%

Structural vibration transfer6%

SIMULATION / MODEL ESTIMATE — NOT VALIDATED ENGINEERING PROBABILITY. HUMAN REVIEW MANDATORY.

Recommended Engineering Action

Standard Procedure MP-B17-04

Dispatch physical inspection of Bearing Assembly B17 on Tower 04 within 24–48 hours.

Mandated Inspection Scope:

Bearing condition and race acoustic profile

Radial and axial alignment deviation

Mounting torque and harmonic resonance dampers

Lubrication viscosity and particulate contamination

Engineering approval required before work order dispatch