A Review of Structural Health Review of Structural Health Monitoring Literature 1996-2001.

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Staff members at Los Alamos National Laboratory (LANL) produced a summary of the structural health monitoring literature in 1995. This presentation will summarize the outcome of an updated review covering the years 1996 - 2001. The updated review follows the LANL statistical pattern recognition paradigm for SHM, which addresses four topics: (1) Operational Evaluation; (2) Data Acquisition and Cleansing; (3) Feature Extraction; and (4) Statistical Modeling for Feature Discrimination. The literature has been reviewed based on how a particular study addresses these four topics. A significant observation from this review is that although there are many more SHM studies being ... continued below

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7 p.

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Sohn, H. (Hoon); Farrar, C. R. (Charles R.); Hemez, F. M. (François M.) & Czarnecki, J. J. (Jerry J.) January 1, 2002.

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Description

Staff members at Los Alamos National Laboratory (LANL) produced a summary of the structural health monitoring literature in 1995. This presentation will summarize the outcome of an updated review covering the years 1996 - 2001. The updated review follows the LANL statistical pattern recognition paradigm for SHM, which addresses four topics: (1) Operational Evaluation; (2) Data Acquisition and Cleansing; (3) Feature Extraction; and (4) Statistical Modeling for Feature Discrimination. The literature has been reviewed based on how a particular study addresses these four topics. A significant observation from this review is that although there are many more SHM studies being reported, the investigators, in general, have not yet fully embraced the well-developed tools from statistical pattern recognition. As such, the discrimination procedures employed are often lacking the appropriate rigor necessary for this technology to evolve beyond demonstration problems carried out in laboratory setting.

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7 p.

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  • Submitted to: Third World Conference on Structural Control, Como, Italy, April 7-12, 2002

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  • Report No.: LA-UR-02-2095
  • Grant Number: none
  • Office of Scientific & Technical Information Report Number: 976152
  • Archival Resource Key: ark:/67531/metadc927238

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Creation Date

  • January 1, 2002

Added to The UNT Digital Library

  • Nov. 13, 2016, 7:26 p.m.

Description Last Updated

  • Dec. 12, 2016, 1 p.m.

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Sohn, H. (Hoon); Farrar, C. R. (Charles R.); Hemez, F. M. (François M.) & Czarnecki, J. J. (Jerry J.). A Review of Structural Health Review of Structural Health Monitoring Literature 1996-2001., article, January 1, 2002; United States. (digital.library.unt.edu/ark:/67531/metadc927238/: accessed August 20, 2018), University of North Texas Libraries, Digital Library, digital.library.unt.edu; crediting UNT Libraries Government Documents Department.