Is it worth changing pattern recognition methods for structural health monitoring?
نویسندگان
چکیده
منابع مشابه
A Statistical Pattern Recognition Paradigm for Structural Health Monitoring
The process of implementing a damage detection strategy for aerospace, civil and mechanical infrastructure is referred to as structural health monitoring.(SHM) This process involves the observation of a structure over a period of time using periodically spaced measurements, the extraction of features from these measurements, and the analysis of these features to determine the current state of h...
متن کاملStructural Health Monitoring Using Statistical Pattern Recognition Techniques
Hoon Sohn Engineering Sciences & Applications Division, Engineering Analysis Group, M/S C926 Los Alamos National Laboratory, Los Alamos, NM 87545 e-mail: [email protected] Charles R. Farrar Engineering Sciences & Applications Division, Engineering Analysis Group, M/S C946 e-mail: [email protected] Norman F. Hunter Engineering Sciences & Applications Division, Measurement Technology Group, M/S C931 e-...
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In the field of structural health monitoring, researchers focus on the design of systems and techniques capable of detecting damage in structures. However, it is difficult to develop robust detection schemes that are invariant to environmental and operational conditions. In this report, we investigate several signal processing and machine learning techniques for developing such robust systems. ...
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ژورنال
عنوان ژورنال: Journal of Physics: Conference Series
سال: 2017
ISSN: 1742-6588,1742-6596
DOI: 10.1088/1742-6596/842/1/012006