What question did this study set out to answer?

The aim is to develop a systematic evaluation strategy for assessing the quality of micro face gears using innovative features.

July 18, 2026Open Access

Quality Features for Holistic Evaluation and Quality Control of Micro Face Gears

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This randomized trial evaluates micrometric features in face gears, indicating effective quality control methods.

The aim is to develop a systematic evaluation strategy for assessing the quality of micro face gears using innovative features.
Developed a feature-based evaluation methodology for micro face gears.
Converted optical scan data into profile, flank, and pitch descriptors.
Validated the strategy on 225 manufactured face gears with varying deviations.
Successfully separated deviation modes based on geometric responses.
Provided diagnostic capability for virtual metrology.
Enabled process correction based on identified misalignment issues.

Bilen et al. (2026) studied this question.

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