2022
DOI: 10.1007/s43684-022-00033-3
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A machine learning-based approach for product maintenance prediction with reliability information conversion

Abstract: Predictive maintenance (PdM) cannot only avoid economic losses caused by improper maintenance but also maximize the operation reliability of product. It has become the core of operation management. As an important issue in PdM, the time between failures (TBF) prediction can realize early detection and maintenance of products. The reliability information is the main basis for TBF prediction. Therefore, the main purpose of this paper is to establish an intelligent TBF prediction model for complex mechanical prod… Show more

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Cited by 3 publications
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