Predictive Maintenance in the Military Domain: A Systematic Review of the Literature

ACM Computing Surveys(2023)

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摘要
Military troops rely on maintenance management projects and operations to preserve the materials' ordinary conditions or restore them to combat or military training. Maintenance management in the defense domain has its particularities, such as those related to the type of equipment operated, the environment and operating conditions, the need to maintain equipment readiness in cases of external aggression, and the security of the information. This study aims to understand the challenges, principles, scenarios, techniques, and open questions of predictive maintenance (PdM) in the military domain. We conducted a systematic literature review that resulted in the discussion of 43 articles, leading to the identification of 23 challenges and principles, 4 scenarios where predictive maintenance is crucial, besides discussing techniques used for PdM in the military domain. Our results contribute to understanding the perspective of PdM in the defense context.
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关键词
Predictive maintenance,maintenance management,failure prediction,machine learning,deep learning,military
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