Multimodel structural performance monitoring

Journal of Structural Engineering

Volumn 136, Issue 10, 2010, Pages 1309-1318

  Goulet, James A ^a   Kripakaran, Prakash ^b   Smith, Ian F C ^a  

^a EPFL   (Switzerland)

^b UNIVERSITY OF EXETER   (United Kingdom)

Author keywords

Bridge behavior; Bridges; Data analysis; Data interpretation; Identification; Measurement; Monitoring; Multimodel; Static measurement; Structural analysis; Structural identification; Uncertainties; Uncertainty principles

Indexed keywords

DATA ANALYSIS; DATA INTERPRETATION; IDENTIFICATION; MULTI-MODEL; STATIC MEASUREMENTS; STRUCTURAL IDENTIFICATION; UNCERTAINTIES; UNCERTAINTY PRINCIPLES;

DATA REDUCTION; DECISION MAKING; ELECTRIC MEASURING BRIDGES; FINITE ELEMENT METHOD; IDENTIFICATION (CONTROL SYSTEMS); MATHEMATICAL MODELS; MODELS; MONITORING; UNCERTAINTY ANALYSIS;

STRUCTURAL ANALYSIS;

EID: 77956850803     PISSN: 07339445     EISSN: None     Source Type: Journal    
DOI: 10.1061/(ASCE)ST.1943-541X.0000232     Document Type: Article

References (39)

1. ANSYS. (2007). Theory reference for ANSYS and ANSYS workbench, ANSYS, Inc., Southpointe, Canonsburg, PA.
2. ASME. (2006). " Guide for verification and validation in computational solid mechanics.." ASME V&V 10-2006, New York.
3. Banan, M. R., and Hjelmstad, K. D. (1994). " Parameter-estimation of structures from static response. 1. computational aspects.." J. Struct. Eng. JSENDH 0733-9445, 120 (11), 3243-3258. 10.1061/(ASCE)0733-9445(1994)120: 11(3243)
4. Beck, J. L., and Katafygiotis, L. S. (1998). " Updating models and their uncertainties. I: Bayesian statistical framework.." J. Eng. Mech. JENMDT 0733-9399, 124 (4), 455-461. 10.1061/(ASCE)0733-9399(1998)124:4(455)
5. Broquet, C., Bailey, S. F., Fafard, M., and Bruhwiler, E. (2004). " Dynamic behavior of deck slabs of concrete road bridges.." J. Bridge Eng. JBENF2 1084-0702, 9 (2), 137-146. 10.1061/(ASCE)1084-0702(2004)9:2(137) (Pubitemid 40265121)
6. Brownjohn, J. M. W. (2007). " Structural health monitoring of civil infrastructure.." Philos. Trans. R. Soc. London PTRMAD 0962-8428, 365 (1851), 589-622. 10.1098/rsta.2006.1925
7. Brownjohn, J. M. W., Moyo, P., Omenzetter, P., and Lu, Y. (2003). " Assessment of highway bridge upgrading by dynamic testing and finite-element model updating.." J. Bridge Eng. JBENF2 1084-0702, 8 (3), 162-172. 10.1061/(ASCE)1084-0702(2003)8:3(162) (Pubitemid 40265166)
8. Brownjohn, J. M. W., and Xia, P. -Q. (2000). " Dynamic assessment of curved cable-stayed bridge by model updating.." J. Struct. Eng. JSENDH 0733-9445, 126 (2), 252-260. 10.1061/(ASCE)0733-9445(2000)126:2(252)
9. Catbas, F. N., Susoy, M., and Frangopol, D. M. (2008). " Structural health monitoring and reliability estimation: Long span truss bridge application with environmental monitoring data.." Eng. Struct. ENSTDF 0141-0296, 30 (9), 2347-2359. 10.1016/j.engstruct.2008.01.013
10. Chung, W., Liu, J., and Sotelino, E. D. (2006). " Influence of secondary elements and deck cracking on the lateral load distribution of steel girder bridges.." J. Bridge Eng. JBENF2 1084-0702, 11 (2), 178-187. 10.1061/(ASCE)1084-0702(2006)11:2(178) (Pubitemid 43260072)
11. Conner, S., and Huo, X. S. (2006). " Influence of parapets and aspect ratio on live-load distribution.." J. Bridge Eng. JBENF2 1084-0702, 11 (2), 188-196. 10.1061/(ASCE)1084-0702(2006)11:2(188) (Pubitemid 43260073)
12. DOA. (1999). Wood Handbook-Wood as an Engineering Material. Gen. Tech. Rep., Forest Product Laboratory, Madison, Wis.
13. Eamon, C. D., and Nowak, A. S. (2002). " Effects of edge-stiffening elements and diaphragms on bridge resistance and load distribution.." J. Bridge Eng. JBENF2 1084-0702, 7 (5), 258-266. 10.1061/(ASCE)1084-0702(2002)7: 5(258) (Pubitemid 40265183)
14. Eamon, C. D., and Nowak, A. S. (2004). " Effect of secondary elements on bridge structural system reliability considering moment capacity.." Struct. Safety ZZZZZZ 0167-4730, 26 (1), 29-47. 10.1016/S0167-4730(03)00020-1 (Pubitemid 37245461)
15. Goulet, J. -A., Kripakaran, P., and Smith, I. F. C. (2009). " Estimation of modelling errors in structural system identification.." 4th Int. Conf. on Structural Health Monitoring on Intelligent Infrastructure (SHMII-4), ISHMII, Zurich.
16. Hadidi, R., and Gucunski, N. (2008). " Probabilistic approach to the solution of inverse problems in civil engineering.." J. Comput. Civ. Eng. JCCEE5 0887-3801, 22 (6), 338-347. 10.1061/(ASCE)0887-3801(2008)22:6(338)
17. Hassan, M. (1994). Crit̀res decoulant d'essais de charge pour l'́valuation du comportement des ponts en b́ton et pour le choix de la pŕcontrainte, École Polytechnique F́d́rale de Lausanne, Lausanne.
18. He, X., Moaveni, B., Conte, J. P., Elgamal, A., and Masri, S. F. (2009). " System identification of Alfred Zampa Memorial Bridge using dynamic field test data.." J. Struct. Eng. JSENDH 0733-9445, 135 (1), 54-66. 10.1061/(ASCE)0733-9445(2009)135:1(54)
19. Kripakaran, P., and Smith, I. F. C. (2009). " Configuring and enhancing measurement systems for damage identification.." Adv. Eng. Inf. ZZZZZZ 1474-0346, 23 (4), 424-432. 10.1016/j.aei.2009.06.002
20. Ljung, L. (1999). System identification theory for user, P. Hall, ed., NJ.
21. Mabsout, M. E., Tarhini, K. M., Frederick, G. R., and Kobrosly, M. (1997). " Influence of sidewalks and railings on wheel load distribution in steel girder bridges.." J. Bridge Eng. JBENF2 1084-0702, 2 (3), 88-96. 10.1061/(ASCE)1084-0702(1997)2:3(88)
22. McKay, M. D., Beckman, R. J., and Conover, W. J. (1979). " A comparison of three methods for selecting values of input variables in the analysis of output from a computer code.." Technometrics TCMTA2 0040-1706, 21 (2), 239-245. 10.2307/1268522
23. Moon, F. L., and Aktan, A. E. (2006). " Impacts of epistemic (bias) uncertainty on structural identification of constructed (Civil) system.." The Shock and Vibration Digest, 38 (5), 399-420. 10.1177/0583102406068068 (Pubitemid 44267566)
24. Morassi, A., and Tonon, S. (2008). " Dynamic testing for structural identification of a bridge.." J. Bridge Eng. JBENF2 1084-0702, 13 (6), 573-585. 10.1061/(ASCE)1084-0702(2008)13:6(573)
25. Oberkampf, W. L., DeLand, S. M., Rutherford, B. M., Diegert, K. V., and Alvin, K. F. (2002). " Error and uncertainty in modeling and simulation.." Reliab. Eng. Syst. Saf. RESSEP 0951-8320, 75 (3), 333-357. 10.1016/S0951-8320(01)00120-X (Pubitemid 34182057)
26. Raphael, B., and Smith, I. (1998). " Finding the right model for bridge diagnosis.." Artificial intelligence in structural engineering in computer science, Springer, Heidelberg, 308-319. 10.1007/BFb0030459
27. Raphael, B., and Smith, I. F. C. (2003). " A direct stochastic algorithm for global search.." Appl. Math. Comput. AMHCBQ 0096-3003, 146 (2-3), 729-758. 10.1016/S0096-3003(02)00629-X
28. Robert-Nicoud, Y., Raphael, B., Burdet, O., and Smith, I. F. C. (2005a). " Model identification of bridges using measurement data.." Comput. Aided Civ. Infrastruct. Eng. CCIEFR 1093-9687, 20 (2), 118-131. 10.1111/j.1467-8667.2005.00381.x
29. Robert-Nicoud, Y., Raphael, B., and Smith, I. F. C. (2005b). " System identification through model composition and stochastic search.." J. Comput. Civ. Eng. JCCEE5 0887-3801, 19 (3), 239-247. 10.1061/(ASCE)0887- 3801(2005)19:3(239) (Pubitemid 41092936)
30. Saitta, S., Kripakaran, P., Raphael, B., and Smith, I. F. C. (2008). " Improving system identification using clustering.." J. Comput. Civ. Eng. JCCEE5 0887-3801, 22 (5), 292-302. 10.1061/(ASCE)0887-3801(2008)22:5(292)
31. Saitta, S., Kripakaran, P., Raphael, B., and Smith, I. F. C. (2010). " Feature selection Using stochastic search: An application to system identification.." J. Comput. Civ. Eng. JCCEE5 0887-3801, 24 (1), 3-10. 10.1061/(ASCE)CP.1943-5487.0000003
32. Saitta, S., Raphael, B., and Smith, I. F. C. (2005). " Data mining techniques for improving the reliability of system identification.." Adv. Eng. Inf. ZZZZZZ 1474-0346, 19 (4), 289-298. 10.1016/j.aei.2005.07.005 (Pubitemid 41501631)
33. Saitta, S., Raphael, B., and Smith, I. F. C. (2006). " Combining two data mining methods for system identification.." Intelligent computing in engineering and architecture, Springer-Verlag, Berlin, 606-614. 10.1007/11888598-54 (Pubitemid 44812092)
34. Sanayei, M., and Saletnik, M. J. (1996). " Parameter estimation of structures from static strain measurements. 1. Formulation.." J. Struct. Eng. JSENDH 0733-9445, 122 (5), 555-562. 10.1061/(ASCE)0733-9445(1996)122:5(555) (Pubitemid 126576919)
35. SIA. (2003). " Actions sur les structures porteuses.." SN 505 261, Zurich, 104 p.
36. Smith, I. F. C., and Saitta, S. (2008). " Improving knowledge of structural system behavior through multiple models.." J. Struct. Eng. JSENDH 0733-9445, 134 (4), 553-561. 10.1061/(ASCE)0733-9445(2008)134:4(553) (Pubitemid 351394167)
37. Tarantola, A. (2006). " Popper, Bayes and the inverse problem.." Nat. Phys. ZZZZZZ 1745-2473, 2 (8), 492-494. 10.1038/nphys375 (Pubitemid 44167264)
38. Teughels, A., and De Roeck, G. (2004). " Structural damage identification of the highway bridge Z24 by FE model updating.." J. Sound Vib. JSVIAG 0022-460X, 278 (3), 589-610. 10.1016/j.jsv.2003.10.041
39. Topkaya, C., Kalayci, A. S., and Williamson, E. B. (2008). " Solver and shell element performances for curved bridge analysis.." J. Bridge Eng. JBENF2 1084-0702, 13 (4), 418-424. 10.1061/(ASCE)1084-0702(2008)13:4(418)