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http://dx.doi.org/10.12989/sss.2017.20.1.011

Temperature effect analysis of a long-span cable-stayed bridge based on extreme strain estimation  

Yang, Xia (School of Civil Engineering, Hefei University of Technology)
Zhang, Jing (School of Civil Engineering, Hefei University of Technology)
Ren, Wei-Xin (School of Civil Engineering, Hefei University of Technology)
Publication Information
Smart Structures and Systems / v.20, no.1, 2017 , pp. 11-22 More about this Journal
Abstract
The long-term effect of ambient temperature on bridge strain is an important and challenging problem. To investigate this issue, one year data of strain and ambient temperature of a long-span cable-stayed bridge is studied in this paper. The measured strain-time history is decomposed into two parts to obtain the strains due to vehicle load and temperature alone. A linear regression model between the temperature and the strain due to temperature is established. It is shown that for every $1^{\circ}C$ increase in temperature, the stress is increased by 0.148 MPa. Furthmore, the extreme value distributions of the strains due to vehicle load, temperature and the combination effect of them during the remaining service period are estimated by the average conditional exceedance rate approach. This approach avoids the problem of declustering of data to ensure independence. The estimated results demonstrate that the 95% quantile of the extreme strain distribution due to temperature is up to $1.488{\times}10^{-4}$ which is 2.38 times larger than that due to vehicle load. The study also indicates that the estimated extreme strain can reflect the long-term effect of temperature on bridge strain state, which has reference significance for the reliability estimation and safety assessment.
Keywords
average conditional exceedance rate method; bridge health monitoring; extreme strain; Monte Carlo; temperature effect;
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Times Cited By KSCI : 3  (Citation Analysis)
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1 Branco, F.A. and Mendes, P.A. (1993), "Thermal actions for concrete bridge design", J. Struct. Eng.-ASCE, 119(8), 2313-2331.   DOI
2 Catbas, F.N., Susoy, M. and Dan, M.F. (2008), "Structural health monitoring and reliability estimation: long span truss bridge application with environmental monitoring data", Eng. Struct., 30(9), 2347-2359.   DOI
3 Chen, G.D. and Wang, Z.C. (2012), "A signal decomposition theorem with Hilbert transform and its application to narrowband time series with closely spaced frequency components", Mech. Syst. Signal Pr., 28(2), 258-279.   DOI
4 Ding, J. and Chen, X.Z. (2014), "Assessment of methods for extreme value analysis of non-Gaussian wind effects with shortterm time history samples", Eng. Struct., 80, 75-88.   DOI
5 Duan, Y.F., Li, Y. and Xiang, Y.Q. (2010), "Correlation analysis of structural stress responses and temperature of a tied arch bridge using long-term health monitoring data", Proceedings of the 6th International Conference on Arch Bridges, Fuzhou, China, October.
6 Gindy, M. and Nassif, H.H. (2006), "Comparison of traffic load models based on simulation and measured data", Proceedings of the Joint International Conference on Computing and Decision Making in Civil and Building Engineering, Montreal, Canada, June.
7 Gong, K.M., Ding, J. and Chen, X.Z. (2014), "Estimation of longterm extreme response of operational and parked wind turbines: Validation and some new insights", Eng. Struct., 81, 135-147.   DOI
8 Obrien, E.J., Enright, B. and Getachew, A. (2010), "Importance of the tail in truck weight modeling for bridge assessment", J. Bridge Eng., 15(2), 210-213.   DOI
9 Obrien, E.J., Schmidt, F., Hajializadeh, D., Zhou, X.Y., Enright, B., Caprani, C.C., Wilson, S. and Sheil, E. (2015), "A review of probabilistic methods of assessment of load effects", Struct. Saf., 53, 44-56.   DOI
10 Saetta, A., Scotta, R. and Vitaliani, R. (1995), "Stress analysis of concrete structure subjected to variable thermal loads", J. Struct. Eng.-ASCE, 121(3), 446-457.   DOI
11 Shi, D.J. (2006), Practical extremum statistical method, Science and Technology Press, Tianjin, China.
12 Wang, Z.C. and Chen, G.D. (2013), "Analytical mode decomposition of a time series with overlapping and rapidly time-varying frequencies with Hilbert transform", Smart Mater. Struct., 22(9), 1-15
13 Xia, Y.X. and Ni, Y.Q. (2016), "Extrapolation of extreme traffic on bridges based on long-term SHM data", Smart Struct. Syst., 17(6), 995-1015.   DOI
14 Wang, J., Katafygiotis. L.S. and Feng, Z.Q. (2016), "An efficient simulation method for the first excursion problem of linear structures subjected to stochastic wind loads", Comput. Struct., 166(1), 75-84.   DOI
15 Wong, K.Y. (2004), "Instrumentation and health monitoring of cable-supported bridges", Struct. Control Health Monit., 11(2), 91-124.   DOI
16 Wu, B.J., LI, Z.X., Chan, Tommy H.T. and Wang, Y. (2014), "Multiscale features and information extraction of online strain for long-span bridges", Smart Struct. Syst., 14(4), 679-697   DOI
17 Yan, W.J. and Ren, W.X. (2016), "Circlularly-symmetric complex normal ratio distribution for scalar transmissibility functions, Part II: Probabilistic model and validation", Mech. Syst. Signal Pr., 80(1),78-98.   DOI
18 Gu, Y.M., Li, S.L., Li, H. and Guo, Z.M. (2014), "A novel Bayesian extreme value distribution model of vehicle loads incorporating de-correlated tail fitting: Theory and application to the Nanjing 3rd Yangtze River Bridge", Eng. Struct., 59(2), 386-392.   DOI
19 Han, H.T. (2006), "Analysis and investigation the upgrading and modifying project of Jiangyin Bridge structural health monitoring (SHM) system", M.S. Dissertation; Hohai University, Nanjing, China.
20 Inger, L. (1989), "Very fast simulated reannealing", Math. Conut. Model., 12(8), 967-973.   DOI
21 James, G. (2003), "Analysis of traffic load effects on railway bridges", Ph.D. Dissertation; Royal Institute of Technology, Sweden, Stockholm.
22 Li, M., Ren, W.X., Yang, X., Liu, J.L. and Wang, N.B. (2014), "AMD-based Novelty Detection of Structure Using Dynamic Strains", Proceedings of the 13th International Symposium on Structural Engineering, Hefei, China, October.
23 Karpa, O. and Naess, A. (2013), "Extreme value statistics of wind speed data by the ACER method", J. Wind Eng. Ind. Aerod., 112(1), 1-10.   DOI
24 Krkoska, L. and Moravcik, M. (2015), "The analysis of thermal effect on concrete box girder bridge", Procedia Eng., 111, 470-477.   DOI
25 Kuang, K.S.C., Li, D. and Koh, C.G. (2016), "Acoustic emission source location and noise cancellation for crack detection in rail head", Smart Struct. Syst., 18(5), 1063-1085.   DOI
26 Li, Z.X., Wu, B.J. and Wang, Y. (2009), "Statistical analyses on multi-scale features of monitoring data from health monitoring system in long cable supported bridges", Procedia Eng., 1, 123-127.   DOI
27 Naess, A. and Gaidai, O. (2009), "Estimation of extreme values from sampled time series", Struct. Saf., 31(4), 325-334.   DOI