早期发现质保问题:多学科文献综述

S. Vittal, H. Neuman
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引用次数: 5

摘要

本文提供了一份关于早期检测保修和可靠性问题的新兴科学的开源文献综述——这是一个对汽车、航空航天和能源行业的产品生命周期管理至关重要的主题。作者进行了一项开源文献调查,这些文献来自各种学科,如可靠性工程、运筹学、预测健康管理、系统工程、生物统计学、公共卫生和流行病学。这些领域最近在早期预警系统和算法的发展方面进行了重大的研究活动。本文概述了当前和有前途的技术,重点介绍了它们的基础统计理论和相关的系统架构问题。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Early detection of warranty issues: A multi-disciplinary literature survey
This paper provides an open-source literature survey on the emerging science of early detection of warranty and reliability issues - a topic that is becoming critical to product life management for the automotive, aerospace and energy industries. The authors have conducted an open-source literature survey from a variety of disciplines like reliability engineering, operations research, prognostic-health management, systems engineering, biostatistics, public health and epidemiology. These are areas that have seen significant recent research activity in the development of early warning systems and algorithms. This paper provides an overview of current and promising techniques with a focus on their underlying statistical theory and related system architecture issues.
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