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Condition Monitoring Research

Watch the signals that change before equipment fails.

Condition monitoring tracks equipment and process indicators that can reveal developing wear, overheating, pressure change, load shift, lubrication problems, and other conditions before they become production failures.

Condition Monitoring / Maintenance Diagram
01 / Maintenance Structure

Use equipment condition, risk, and production priority to guide maintenance work.

Good maintenance strategy connects machine condition, failure history, planned work, critical spares, and production schedules instead of treating every asset the same.

02 / Planning Criteria

Prevent avoidable downtime without over-maintaining equipment.

Maintenance effort should be proportional to asset criticality, failure behavior, detection capability, repair risk, spare-parts exposure, and the production consequences of failure.

CRIT-A

Establish a Baseline

Condition data is easier to interpret when normal values are known for comparable products, speeds, loads, and operating states.

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CRIT-B

Trend Change, Not Just Threshold

Slow drift can be meaningful even before a fixed alarm level is exceeded.

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CRIT-C

Use Multiple Signals

Temperature, pressure, force, vibration, current, and operator observations can strengthen a diagnosis when viewed together.

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CRIT-D

Connect Data to Action

Monitoring only creates value when abnormal conditions trigger inspection, planning, or corrective work.

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03 / Technical Views

Make condition and maintenance priority visible.

These diagrams show condition trend and the way maintenance time is divided between inspection, planned work, repair, and verification.

Condition trend.

Monitor change over time so maintenance can respond before the condition becomes a production failure.

Maintenance allocation.

Separate inspection, planned service, repair, and restart work to understand where maintenance time is being consumed.

04 / Industrial References

Relevant maintenance and equipment resources.

References are selected from the uploaded TempoJS link inventory.

Temperature Sensors

Temperature sensing resources.

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Pressure Switches

Industrial pressure switch resources.

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Load Cells

Industrial load measurement resources.

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Data Acquisition Systems

Industrial data acquisition resources.

Open Resource ↗