Health

Strategic risk posture and predictive failure analysis

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Fleet Health Overview

GroupHealthDirConfidenceCriticalWarning
North Field - Pumps67%87%23
South Platform - Compressors72%92%14
East Facility - Generators88%95%01
West Station - Motors79%89%02
Central Hub - Turbines91%94%00

Emerging Degradation

Pump-A-01
Accelerating vibration trend
Risk Horizon
48-72 hours
Confidence: 84%
Early indication — not a fault
Compressor-B-03
Temperature + current correlation
Risk Horizon
3-5 days
Confidence: 78%
Early indication — not a fault
Motor-D-05
Recurring acoustic anomalies
Risk Horizon
1-2 weeks
Confidence: 71%
Early indication — not a fault

Indirect Failure Prediction

Predictions are based on drift patterns, cross-sensor inconsistencies, and slow trend accumulation. These are early indications derived from behavioral analysis, not confirmed faults.

Only high-confidence predictions surface on the Operations Dashboard. Weak signals remain here for monitoring.