Tag

Failure Modes

2 articles tagged #FailureModes

#RootCauseAnalysis #AgenticAI #PredictiveMaintenance #CMMSIntegration #IndustrialIoT #ROI #BusinessCase #CapitalPlanning #MaintenanceStrategy #ConditionMonitoring #Manufacturing #VendorEvaluation

Condition Monitoring13 min

Sensor Fusion That Works: Fusing Vibration, Thermal, Acoustic, and Oil Data

A practitioner's method for combining vibration, thermal, ultrasound, oil analysis, and operator rounds around named failure modes, plus planner rules for conflicting evidence.

Lisa Nakamura · September 28, 2026

Culture & Leadership12 min

Capturing Maintenance Memory Before Your Best Technicians Walk Out

A practical framework for turning technician observations, repair decisions, and post-repair notes into reusable knowledge tied to assets and failure modes.

Priya Nair · August 17, 2026