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Integrating Machine Learning-Based Remaining Useful Life Predictions with Cost-Optimal Block Replacement for Industrial Maintenance

This study presents a preventive maintenance methodology to predict the remaining useful life (RUL) of mechanical systems and determine cost-effective replacement schedules. The approach integrates machine learning for RUL prediction, Weibull distribution for reliability analysis, and a block replac...

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Autores principales: Young-Suk Choo, Seung-Jun Shin
Formato: Artigo
Lenguaje:Inglês
Publicado: The Prognostics and Health Management Society 2025-04-01
Colección:International Journal of Prognostics and Health Management
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Acceso en línea:https://papers.phmsociety.org/index.php/ijphm/article/view/4242
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