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A Bayesian Probabilistic Approach to Structural Health Monitoring

Vanik, M. W. and Beck, J. L. (1998) A Bayesian Probabilistic Approach to Structural Health Monitoring. In: 16th International Modal Analysis Conference, February 1998, Santa Barbara, CA. http://resolver.caltech.edu/CaltechAUTHORS:20120926-094504139

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Abstract

Some general issues associated with on-line structural health monitoring are discussed. In order to address the problem of determining the existence and location of damage in the presence of uncertainties, a global model-based structural health monitoring method which utilizes Bayesian probabilistic inference is developed. The results of tests using simulated data are described.


Item Type:Conference or Workshop Item (Paper)
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https://www.sem.org/Proceedings/ConferencePapers-Paper.cfm?ConfPapersPaperID=38756PublisherUNSPECIFIED
Record Number:CaltechAUTHORS:20120926-094504139
Persistent URL:http://resolver.caltech.edu/CaltechAUTHORS:20120926-094504139
Usage Policy:No commercial reproduction, distribution, display or performance rights in this work are provided.
ID Code:34410
Collection:CaltechAUTHORS
Deposited By: Carmen Nemer-Sirois
Deposited On:12 Oct 2012 23:00
Last Modified:27 Dec 2012 02:44

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