Defect Rate Research

Measure how often production creates nonconforming output.

Defect rate tracks how frequently products or process results fail defined requirements. Useful analysis separates defect type, source, severity, product, machine, tooling, recipe, shift, and process condition so recurring patterns can be found.

Defect Rate / Quality Diagram
01 / Quality Structure

Track the losses that consume capacity without creating good output.

Rework, defects, process variation, inspection, scrap, and yield should be tied back to the production conditions that created them.

02 / Improvement Criteria

Move from detection toward prevention.

Inspection is necessary, but the larger gain comes from making the process stable enough that fewer defects are created in the first place.

CRIT-A

Use Consistent Categories

Defect names and classification rules should remain stable enough to compare performance over time.

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CRIT-B

Add Process Context

Machine, tool, cavity, batch, recipe, and shift data often reveal patterns that a total defect count cannot.

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CRIT-C

Prioritize by Impact

Frequency, severity, scrap value, rework time, and customer risk can point to different priority defects.

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CRIT-D

Verify Corrective Action

A defect should remain under review long enough to confirm the corrective action changed the underlying pattern.

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03 / Technical Views

Visualize the quality loss and process behavior.

These diagrams separate recurring quality loss from overall process stability and improvement trend.

Loss trend.

Track recurring quality loss over time to see whether changes are reducing the problem.

Process stability.

Stable process behavior supports better yield and fewer quality escapes.

04 / Industrial References

Relevant inspection and measurement resources.

References are selected from the uploaded TempoJS link inventory.

Optical Inspection Systems

Optical inspection resources.

Open Resource ↗

Machine Vision Systems

Machine vision resources.

Open Resource ↗

Data Acquisition Systems

Production data acquisition resources.

Open Resource ↗

Calibration Services

Measurement verification resources.

Open Resource ↗