Structural health monitoring: Closing the gap between research and industrial deployment

结构健康监测 软件部署 鉴定(生物学) 领域(数学) 计算机科学 持续监测 风险分析(工程) 状态监测 数据科学 系统工程 工程类 运营管理 业务 生物 结构工程 操作系统 植物 电气工程 纯数学 数学
作者
P. Cawley
出处
期刊:Structural Health Monitoring-an International Journal [SAGE Publishing]
卷期号:17 (5): 1225-1244 被引量:324
标识
DOI:10.1177/1475921717750047
摘要

There has been a large volume of research on structural health monitoring since the 1970s but this research effort has yielded relatively few routine industrial applications. Structural health monitoring can include applications on very different structures with very different requirements; this article splits the subject into four broad categories: rotating machine condition monitoring, global monitoring of large structures (structural identification), large area monitoring where the area covered is part of a larger structure, and local monitoring. The capabilities and potential applications of techniques in each category are discussed. Condition monitoring of rotating machine components is very different to the other categories since it is not strictly concerned with structural health. However, it is often linked with structural health monitoring and is a relatively mature field with many routine applications, so useful lessons can be read across to mainstream structural health monitoring where there are many fewer industrial applications. Reasons for the slow transfer from research to practical application of structural health monitoring include lack of attention to the business case for monitoring, insufficient attention to how the large data flows will be handled and the lack of performance validation on real structures in industrial environments. These issues are discussed and ways forward proposed; it is concluded that given better focused research and development considering the key factors identified here, structural health monitoring has the potential to follow the path of rotating machine condition monitoring and become a widely deployed technology.
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