Damage quantification and localization algorithms for indirect SHM of bridges

Bridge Maintenance, Safety, Management and Life Extension - Proceedings of the 7th International Conference of Bridge Maintenance, Safety and Management, IABMAS 2014

Volumn , Issue , 2014, Pages 640-647

  Lederman, G ^a   Wang, Z ^a   Bielak, J ^a   Noh, H ^a   Garrett, J H ^a   Chen, S ^a   Kovacevic J ^a   Cerda, F ^b   Rizzo, P ^c  

^a CARNEGIE MELLON UNIVERSITY   (United States)

^b UNIVERSITY OF CONCEPCIÓN   (Chile)

^c University of Pittsburgh   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

LOCATION; MAINTENANCE; MEAN SQUARE ERROR; PRINCIPAL COMPONENT ANALYSIS; REGRESSION ANALYSIS; SIGNAL PROCESSING; VIBRATION ANALYSIS;

ADDITIONAL MASS; BRIDGE MODEL; DAMAGE LOCATION; DAMAGE QUANTIFICATION; KERNEL REGRESSION METHOD; LOCALIZATION ALGORITHM; MACHINE LEARNING APPROACHES; VIBRATION RESPONSE;

BRIDGES;

EID: 84906686062     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1201/b17063-93     Document Type: Conference Paper

References (13)

1. ASCE. 2013. "Report Card for America's Infrastructure." http://www.infrastructurereportcard.org/(Accessed 9/14/2013).
2. Casiciati, F. & Giordano, M. 2010. Structural Health Monitoring 2010: Proceedings of the Fifth European Workshop on Strucutral Health Monitoring, Sorrento, Italy. DEStech Publications, Inc.
3. Cerda, F., Garrett, J., Bielak, J., Bhagavatula, R. & Kovačević, J. 2010. "Exploring Indirect Vehicle-Bridge interaction for SHM". In Proc. of the Fifth International Conference on Bridge Maintenance, Safety and Management, IABMAS2010, Philadelphia, USA, 696-702.
4. Cerda, F., Chen, S., Bielak, J., Garrett, J., Rizzo, P., Kovačević, J. 2013. "Indirect Structural Health Monitoring Of A Simplified Laboratory-scale Bridge Model". Submitted to Smart Structures and Systems (Special Issue: Challenge on bridge health monitoring utilizing vehicle-induced vibrations.), in press.
5. Chang, F. 2011. Structural Health monitoring 2011: Condition-Based Maintenance and intelligent Structures. Proceedings of the Eighth International Workshop on Structural Health Monitoring. DEStech Pub.
6. Doebling, S. W., Farrar, C. R., Prime, M. B. & Shevitz, D. W. 1996. "Damage Identification and Health Monitoring of Structural and Mechanical Systems From Changes in Their Vibration Characteristics: A Literature Review". Los Alamos National Laboratory Report. Report Number: LA-13070-MS.
7. Duda, R., Hart, P., and Stork, D. (2000). Pattern Classification (2nd Edition). Wiley-Interscience.
8. Frangopol, D., Sause, R. & Kusko, C. S. 2010. Bridge Maintenance, Safety and Management - IABMAS'10: in Proc. of the Fifth International IABMAS Conference (1st Edition). CRC Press. Philadelphia, USA.
9. Lin, C. W. & Yang, Y. B. 2005. "Use of a passing vehicle to scan the fundamental bridge frequencies: An experimental verification". Engineering Structures 27, no. 13 (November): 1865-1878.
10. Noh, H. Y., Lignos, D. G., Nair, K. K., & Kiremidjian, A. S. 2012. "Development of fragility functions as a damage classification/prediction method for steel moment-resisting frames using a wavelet-based damage sensitive feature". Earthquake Engineering & Structural Dynamics, 41, no. 4: 681-696.
11. Rytter, A. 1993. Vibration Based Inspection of Civil Engineering Structures. Building Technology and Structural Engineering. Aalburg University, Aalborg, Denmark.
12. Wang, Z., Lederman, G., Chen, S., Cerda, F., Bielak, J., Garrett, J., Rizzo, P. & Kovačević, J. 2013. "Comparison of sparse representation and Fourier discriminant method: Damage location classification in Indirect Lab-scale bridge structural health monitoring". The 2013 Structures Congress, pp. 436-446. Doi: 10.1061/9780784412848.039.
13. Wasserman, L. All of Nonparametric Statistics, Springer Texts in Statistics. Springer, 2005.