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October 19, 2025Scientific ReportsOpen Access

Optimization of accelerated life test design process for gears and bearings using equivalent damage method

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An optimal ALT design significantly reduces test time while maintaining damage equivalency.
The proposed process minimizes test time and deviation from the load duration distribution damage profile.
By solving the MOO problem with NSGA-III, the design ensures effective testing for gears and bearings.
Efficacy is demonstrated through application to a rotorcraft test gearbox, showcasing its practical utility.

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This study optimizes accelerated life testing for gears and bearings using equivalent damage, indicating improved efficiency.

Kim et al. (2025) studied this question.

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