High Frequency Modeling and Experimental Analysis for Implementation of Impedance-based Structural Health Monitoring

A promising structural health monitoring (SHM) method for implementation on real world structures is impedance-based health monitoring. An in-service system is envisioned to include on board processing and perhaps wireless transfer of data. Ideally, a system could be produced as a slap-on or autom...

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Main Author: Peairs, Daniel Marsden
Other Authors: Mechanical Engineering
Format: Others
Published: Virginia Tech 2014
Subjects:
Online Access:http://hdl.handle.net/10919/27925
http://scholar.lib.vt.edu/theses/available/etd-06012006-140648/
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spelling ndltd-VTETD-oai-vtechworks.lib.vt.edu-10919-279252020-09-26T05:31:14Z High Frequency Modeling and Experimental Analysis for Implementation of Impedance-based Structural Health Monitoring Peairs, Daniel Marsden Mechanical Engineering Inman, Daniel J. Leo, Donald J. Robertshaw, Harry H. Singh, Mahendra P. Park, Gyuhae spectral elements sensor resonance multiplexing high frequency vibration impedance method structural health monitoring damage metric A promising structural health monitoring (SHM) method for implementation on real world structures is impedance-based health monitoring. An in-service system is envisioned to include on board processing and perhaps wireless transfer of data. Ideally, a system could be produced as a slap-on or automatically installed addition to a structure. The research presented in this dissertation addresses issues that will help make such a system a reality. Although impedance-based SHM does not typically use an analytical model for basic damage identification, a model is necessary for more advanced features of SHM, such as damage prognosis, and to evaluate system parameters when installing on various structures. A model was developed based on circuit analysis of the previously proposed low-cost circuit for impedance-based SHM in combination with spectral elements. When a three-layer spectral element representing a piezoceramic bonded to a base beam is used, the model can predict the large peaks in the impedance response due to resonances of the bonded active sensor. Parallel and series connections of distributed sensor systems are investigated both experimentally and with the developed model. Additionally, the distribution of baseline damage metrics is determined to assess how the large quantities of data produced by a monitoring system can be handled statistically. A modification of the RMSD damage metric has also been proposed that is essentially the squared sum of the Z-statistic for each frequency point. Preferred excitation frequencies for macro-fiber composite (MFC) active sensors are statistically determined for a long composite boom under development for use in rigidizable inflatable space structures. Ph. D. 2014-03-14T20:12:40Z 2014-03-14T20:12:40Z 2006-05-19 2006-06-01 2006-06-23 2006-06-23 Dissertation etd-06012006-140648 http://hdl.handle.net/10919/27925 http://scholar.lib.vt.edu/theses/available/etd-06012006-140648/ Peairs_dissertation_etd2.pdf In Copyright http://rightsstatements.org/vocab/InC/1.0/ application/pdf Virginia Tech
collection NDLTD
format Others
sources NDLTD
topic spectral elements
sensor resonance
multiplexing
high frequency vibration
impedance method
structural health monitoring
damage metric
spellingShingle spectral elements
sensor resonance
multiplexing
high frequency vibration
impedance method
structural health monitoring
damage metric
Peairs, Daniel Marsden
High Frequency Modeling and Experimental Analysis for Implementation of Impedance-based Structural Health Monitoring
description A promising structural health monitoring (SHM) method for implementation on real world structures is impedance-based health monitoring. An in-service system is envisioned to include on board processing and perhaps wireless transfer of data. Ideally, a system could be produced as a slap-on or automatically installed addition to a structure. The research presented in this dissertation addresses issues that will help make such a system a reality. Although impedance-based SHM does not typically use an analytical model for basic damage identification, a model is necessary for more advanced features of SHM, such as damage prognosis, and to evaluate system parameters when installing on various structures. A model was developed based on circuit analysis of the previously proposed low-cost circuit for impedance-based SHM in combination with spectral elements. When a three-layer spectral element representing a piezoceramic bonded to a base beam is used, the model can predict the large peaks in the impedance response due to resonances of the bonded active sensor. Parallel and series connections of distributed sensor systems are investigated both experimentally and with the developed model. Additionally, the distribution of baseline damage metrics is determined to assess how the large quantities of data produced by a monitoring system can be handled statistically. A modification of the RMSD damage metric has also been proposed that is essentially the squared sum of the Z-statistic for each frequency point. Preferred excitation frequencies for macro-fiber composite (MFC) active sensors are statistically determined for a long composite boom under development for use in rigidizable inflatable space structures. === Ph. D.
author2 Mechanical Engineering
author_facet Mechanical Engineering
Peairs, Daniel Marsden
author Peairs, Daniel Marsden
author_sort Peairs, Daniel Marsden
title High Frequency Modeling and Experimental Analysis for Implementation of Impedance-based Structural Health Monitoring
title_short High Frequency Modeling and Experimental Analysis for Implementation of Impedance-based Structural Health Monitoring
title_full High Frequency Modeling and Experimental Analysis for Implementation of Impedance-based Structural Health Monitoring
title_fullStr High Frequency Modeling and Experimental Analysis for Implementation of Impedance-based Structural Health Monitoring
title_full_unstemmed High Frequency Modeling and Experimental Analysis for Implementation of Impedance-based Structural Health Monitoring
title_sort high frequency modeling and experimental analysis for implementation of impedance-based structural health monitoring
publisher Virginia Tech
publishDate 2014
url http://hdl.handle.net/10919/27925
http://scholar.lib.vt.edu/theses/available/etd-06012006-140648/
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