Use relevant equipment examples

Practical guidance

Use relevant equipment examples

Representative examples make it easier to connect an indicator to equipment function, failure behavior, measurement quality, and the required maintenance decision.

Examples may use training rigs, de-energized equipment, historical cases, images, or controlled datasets depending on safety and access.

Key points

• Use familiar asset classes
• Show both good and misleading evidence
• Practice under controlled conditions
• Connect observations to next decisions