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Reliability Data Cassandra Schubert 9/25/26 Reliability Data Cassandra Schubert 9/25/26

Downtime Codes vs. Failure Codes: Why the Difference Matters for Reliable Maintenance Data

Downtime codes and failure codes describe different parts of the same event. Learn why separating what operators observe from what maintenance later diagnoses creates cleaner data, more meaningful Pareto analysis, and better reliability decisions.

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Cassandra Schubert 7/29/26 Cassandra Schubert 7/29/26

Observable Behaviors Explained: The Missing Link Between Downtime and Root Cause

Operators observe symptoms—not root causes. Learn what observable behaviors are, how they differ from failed components and failure modes, and why standardizing them leads to cleaner CMMS data and more reliable maintenance analysis.

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