Bridge health monitoring system based on vibration measurements

Bulletin of Earthquake Engineering

Volumn 7, Issue 2, 2009, Pages 469-483

  Ntotsios, Evaggelos ^a   Papadimitriou, Costas ^a   Panetsos, Panagiotis ^b   Karaiskos, Grigorios ^a   Perros, Kyriakos ^a   Perdikaris, Philip C ^a  

^a UNIVERSITY OF THESSALY   (Greece)

^b Egnatia Odos SA   (Greece)

Author keywords

Bayesian inference; Damage detection; Model updating; Structural health monitoring; Structural identification

Indexed keywords

ACCELERATION SENSORS; BAYESIAN INFERENCE; BRIDGE HEALTH MONITORING SYSTEMS; DETECTION ALGORITHMS; FINITE ELEMENT MODELS; MODAL CHARACTERISTICS; MODAL DATUM; MODEL IDENTIFICATIONS; MODEL UPDATING; MONITORING SYSTEMS; PARAMETERIZED; SCALED BRIDGES; STRUCTURAL CHANGES; STRUCTURAL CONDITIONS; STRUCTURAL IDENTIFICATION; VIBRATION DATUM;

BAYESIAN NETWORKS; COMPOSITE BEAMS AND GIRDERS; ELECTRIC MEASURING BRIDGES; FINITE ELEMENT METHOD; HEALTH; INFERENCE ENGINES; MODAL ANALYSIS; MONITORING; SENSOR NETWORKS; SENSORS; STRUCTURAL HEALTH MONITORING; STRUCTURES (BUILT OBJECTS); VIBRATION MEASUREMENT;

DAMAGE DETECTION;

ACCELERATION; ALGORITHM; BAYESIAN ANALYSIS; BRIDGE; FINITE ELEMENT METHOD; MODEL VALIDATION; MOTORWAY; PARAMETERIZATION; SENSOR; SOFTWARE; STRUCTURAL ANALYSIS; STRUCTURAL CHANGE; VIBRATION;

EURASIA; EUROPE; GREECE; SOUTHERN EUROPE;

EID: 65049086151     PISSN: 1570761X     EISSN: 15731456     Source Type: Journal    
DOI: 10.1007/s10518-008-9067-4     Document Type: Article

References (29)

1. Au SK (2001) On the solution of the first excursion problem by simulation with applications to probabilistic seismic performance assessment. Ph. D. thesis, EERL Report 2001-02, Caltech, Pasadena, CA
2. JL Beck SK Au 2002 Bayesian updating of structural models and reliability using Markov Chain Monte Carlo simulation J Eng Mech (ASCE) 128 4 380 391
3. JL Beck LS Katafygiotis 1998 Updating models and their uncertainties. I: Bayesian statistical framework J Eng Mech (ASCE) 124 4 455 461
4. JL Beck KV Yuen 2004 Model selection using response measurements: Bayesian probabilistic approach J Eng Mech (ASCE) 130 2 192 203
5. K Christodoulou C Papadimitriou 2007 Structural identification based on optimally weighted modal residuals Mech Syst Signal Process 21 4 23
6. COMSOL AB (2005) COMSOL multiphysics user's guide. http://www.comsol.com/
7. Doebling S, Farrar C, Prime M, Shevitz D (1998) Damage identification and health monitoring of structural and mechanical systems from changes in their vibration characteristics: a literature review. Report LA-13070-MS, Los Alamos National Laboratory
8. CP Fritzen D Jennewein T Kiefer 1998 Damage detection based on model updating methods Mech Syst Signal Process 12 1 163 186
9. Goursat M, Basseville M, Benveniste A, Mevel L (2000) A Scilab toolbox for output only modal analysis and diagnosis. In: Proceedings of 18th international modal analysis conference, San Antonio, Texas. ftp://ftp.inria.fr/INRIA/Projects/Meta2/Scilab/contrib/MODAL/
10. FM Hemez C Farhat 1995 Structural damage detection via a finite element model updating methodology Int J Analytical Exp Modal Anal 10 3 152 166
11. Katafygiotis LS, Cheung SH (2002) MCMC based simulation methodology for reliability calculations. In: Spanos PD, Deodatis G (eds) Fourth international conference on computational stochastic mechanics, Millpress, Rotterdam, the Netherlands, pp 293-299
12. LS Katafygiotis C Papadimitriou HF Lam 1998 A probabilistic approach to structural model updating Int J Soil Dyn Earthq Eng 17 7-8 495 507
13. PH Kirkegaard R Brincker 1994 On the optimal locations of sensors for parametric identification of linear structural systems Mech Syst Signal Process 8 639 647
14. HF Lam LS Katafygiotis NC Mickleborough 2004 Application of a statistical model updating approach on phase I of the IASC-ASCE structural health monitoring benchmark study J Eng Mech (ASCE) 130 1 34 48
15. HF Lam CT Ng M Veidt 2007 Experimental characterization of multiple cracks in a cantilever beam utilizing transient vibration data following a probabilistic approach J Sound Vib 305 1-2 34 49
16. JE Mottershead MI Friswell 1993 Model updating in structural dynamics: a survey J Sound Vib 167 2 347 375
17. E Ntotsios Ch Karakostas V Lekidis P Panetsos I Nikolaou C Papadimitriou 2008 Structural identification of Egnatia Odos bridges using ambient and earthquake-induced vibrations Bull Earthq Eng 10.1007/s10518-008-9074-5
18. Papadimitriou C (2004) Bayesian inference applied to structural model updating and damage detection. 9th ASCE joint specialty conference on probabilistic mechanics and structural reliability, Albuquerque, New Mexico
19. C Papadimitriou 2005 Pareto optimal sensor locations for structural identification Comput Methods Appl Mech Eng 194 12-16 1655 1673
20. Papadimitriou C, Katafygiotis LS (2004) Bayesian modeling and updating. In: Nikolaidis N, Ghiocel DM, Singhal S (eds) Engineering design reliability handbook, CRC Press
21. C Papadimitriou JL Beck LS Katafygiotis 1997 Asymptotic expansions for reliability and moments of uncertain systems J Eng Mech (ASCE) 123 12 1219 1229
22. C Papadimitriou JL Beck LS Katafygiotis 2001 Updating robust reliability using structural test data Probab Eng Mech 16 2 103 113
23. Peeters B, Van Den Branden B, Laquiere A, De Roeck G (1999) Output-only modal analysis: development of a GUI for Matlab. In: Proceedings of IMAC 17, Kissimmee, pp 1049-1055
24. Reynders E, De Roeck G (2007) What's new in system identification for experimental and operational modal analysis. In: Papadrakakis M, Charmpis DC, Lagaros ND, Tsompanakis Y (eds) ECCOMAS thematic conference on computational methods in structural dynamics and earthquake engineering, Rethymno, 13-16 June 2007
25. H Sohn KH Law 1997 Bayesian probabilistic approach for structural damage detection Earthq Eng Struct Dyn 26 1259 1281
26. A Teughels G De Roeck 2005 Damage detection and parameter identification by finite element model updating Arch Comput Methods Eng 12 2 123 164
27. MW Vanik JL Beck SK Au 2000 Bayesian probabilistic approach to structural health monitoring J Eng Mech (ASCE) 126 7 738 745
28. P Verboven B Cauberghe E Parloo S Vanlanduit P Guillaume 2004 User-assisting tools for a fast frequency-domain modal parameter estimation method Mech Syst Signal Process 18 4 759 780
29. Yuen KV (2002) Model selection identification and robust control for dynamical systems. Ph.D. thesis, EERL Report 2002-03, Caltech, Pasadena