Design and implementation of a SHM system for a heritage timber building |
Yang, Qingshan
(School of Civil Engineering, Chongqing University)
Wang, Juan (School of Civil Engineering, Beijing Jiaotong University) Kim, Sunjoong (Department of Civil Engineering, University of Seoul) Chen, Huihui (School of Civil Engineering, Beijing Jiaotong University) Spencer, Billie F. Jr. (Department of Civil and Environmental Engineering, University of Illinois at Urbana-Champaign) |
1 | Ni, Y.Q., Xia, Y., Lin, W., Chen, W.H. and Ko, J.M. (2012), "Shm benchmark for high-rise structures: a reduced-order finite element model and field measurement data", Smart Struct. Syst., Int. J., 10(4), 411-426. https://doi.org/10.12989/sss.2012.10.4_5.411 DOI |
2 | Bashir, F. and Wei, H.L. (2018), "Handling missing data in multivariate time series using a vector autoregressive model-imputation (VAR-IM) algorithm", Neurocomputing, 276, 23-30. https://doi.org/10.1016/j.neucom.2017.03.097 DOI |
3 | Glisic, B., Posenato, D., Casanova, N., Inaudi, D. and Figini, A. (2007), "Monitoring of heritage structures and historical monuments using long-gage fiber optical interferometric sensors - an overview", Proceedings of the 3rd International Conference on Structural Health Monitoring of Intelligent Infrastructure, Vancouver, British Columbia, Canada. |
4 | Koo, K.Y., Brownjohn, J.M.W., List, D.I. and Cole, R. (2013), "Structural health monitoring of the Tamar suspension bridge. Structural health monitoring of the Tamar suspension bridge", Struct. Control. Health. Monitor., 20(4), 609-625. https://doi.org/10.1002/stc.1481 DOI |
5 | Qiao, G.F., Li, T.Y. and Chen, Y.F. (2016), "Assessment and retrofitting solutions for an historical wooden pavilion in China", Constr. Build. Mater., 105, 435-447. https://doi.org/10.1016/j.conbuildmat.2015.12.107 DOI |
6 | Re, P.D., Lofrano, E., Ciambella, J. and Romeo, F. (2021), "Structural analysis and health monitoring of twentieth-century cultural heritage: the Flaminio Stadium in Rome", Smart Struct. Syst., Int. J., 27(2), 285-303. https://doi.org/10.12989/sss.2021.27.2.285 DOI |
7 | Spencer Jr., B.F., Ruiz-Sandoval, M.E. and Kurate, N. (2004), "Smart sensing technology: opportunities and challenges", Struct. Control Health Monitor., 11, 349-368. https://doi.org/10.1002/stc.48 DOI |
8 | Wang, J., He, J.X., Yang, Q.S. and Yang, N. (2018), "Study on mechanical behaviors of column foot joint in traditional timber structure", Struct. Eng. Mech., Int. J., 66(1), 1-14. https://doi.org/10.12989/sem.2018.66.1.001 DOI |
9 | Moropoulou, A., Karoglou, M., Agapakis, I., Mouzakis, C., Asimakopoulos, S., Pantazis, G. and Lambrou, E. (2019), "Structural health monitoring of the Holy Aedicule in Jerusalem", Struct. Control. Health. Monitor., 26(9), e2387. https://doi.org/10.1002/stc.2387 DOI |
10 | Marsili, R., Rossi, G. and Speranzini, E. (2018), "Fibre bragg gratings for the monitoring of wooden structures", Mater., 11(7), 1-18. https://doi.org/10.3390/ma11010007 DOI |
11 | Casciati, S. and Domaneschi, M. (2007), "Random imperfection fields to model the size effect in laboratory wood specimens", Struct. Saf., 29(4), 308-321. https://doi.org/10.1016/j.strusafe.2006.07.014 DOI |
12 | Dempster, A.P., Laird, N.M. and Rubin, D.B. (1977), "Maximum Likelihood from incomplete data via the EM algorithm", J. Royal Statist. Soc., Ser. B, Methodol., 39(1), 1-38. https://doi.org/10.1111/j.2517-6161.1977.tb01600.x DOI |
13 | Quartagno, M. and Carpenter, J.R. (2019), "Multiple imputation for discrete data: evaluation of the joint latent normal model", Biometrical. J., 61(4), 1003-1019. https://doi.org/10.1002/bimj.201800222 DOI |
14 | Xu, X., Soga, K., Nawaz, S., Moss, N., Bowers, K. and Gajia, M. (2015), "Performance monitoring of timber structures in underground construction using wireless SmartPlank", Smart Struct. Syst., Int. J., 15(3), 769-785. https://doi.org/10.12989/sss.2015.15.3.769 DOI |
15 | Ceravolo, R., Marinis, A.D., Pecorelli, Ml. and Fragonara, L.Z (2017), "Monitoring of masonry historical constructions: 10 years of static monitoring of the world's largest oval dome", Struct. Control. Health. Monitor., 24(10), e1988. https://doi.org/10.1002/stc.1988 DOI |
16 | Cristina, C., Eleonora, B. and Alessandro, C. (2016), "Monitoring leaning towers by geodetic approaches: effects of subsidence and earthquake to the ghirlandina tower", Struct. Control. Health. Monitor., 23(3), 580-593. https://doi.org/10.1002/stc.1799 DOI |
17 | Dai, L., Yang, N., Zhang, L., Yang, Q.S. and Law, S.S. (2016), "Monitoring crowd load effect on typical ancient Tibetan building", Struct. Control. Health. Monitor., 23, 998-1014. https://doi.org/10.1002/stc.1821 DOI |
18 | Bai, X.B., Yang, N. and Yang, Q.S. (2018), "Temperature effect on the structural strains of an ancient Tibetan building based on long-term monitoring data", Earthq. Eng. Eng. Vib., 17, 641-657. https://doi.org/10.1007/s11803-018-0437-x DOI |
19 | Breuer, P., Chmielewski, T., Gorski, P., Konopka, E. and Tarczynski, L. (2015), "Monitoring horizontal displacements in a vertical profile of a tall industrial chimney using Global Positioning System technology for detecting dynamic characteristics", Struct. Control. Health. Monitor., 22(7), 1002-1023. https://doi.org/10.1002/stc.1730 DOI |
20 | Casciati, S. (2007), "Nonlinear aspects of energy dissipation in wood-panel joints", Earthq. Eng. Eng. Vib., 6(3), 259-268. https://doi.org/10.1007/s11803-007-0764-9 DOI |
21 | Diord, S., Magalhaes, F., Cunha, A., Caetano, E. and Martins, N. (2017), "Automated modal tracking in a football stadium suspension roof for detection of structural changes", Struct. Control. Health. Monitor., 24(11), e2006. https://doi.org/10.1002/stc.2006 DOI |
22 | Kullaa, J. (2011), "Distinguishing between sensor fault, structural damage, and environmental or operational effects in structural health monitoring", Mech. Syst. Signal. Pr., 25(8), 2976-2989. https://doi.org/10.1016/j.ymssp.2011.05.017 DOI |
23 | Masciotta, M.G., Ramos, L.F. and Lourenco, P.B. (2017), "The importance of structural monitoring as a diagnosis and control tool in the restoration process of heritage structures: A case study in Portugal", J. Cult. Herit., 27, 36-47. https://doi.org/10.1016/j.culher.2017.04.003 DOI |
24 | Housner, G.W., Bergman, L.A., Caughey, T.K., Chassiakos, A.G., Claus, R.O., Masri, S.F., Skelton, R.E., Soong, T.T., Spencer, B.F. and Yao, J.T.P. (1997), "Structural control: past, present and future", J. Eng. Mech., 123(9), 897-971. https://doi.org/10.1061/(ASCE)0733-9399(1997)123:9(897) DOI |
25 | Silva, J.C.D., Saxena, A., Balaban, E. and Goebel, K. (2013), "A knowledge-based system approach for sensor fault modeling, detection and mitigation", Expert. Syst. Appl., 39(12), 10977-10989. https://doi.org/10.1016/j.eswa.2012.03.026 DOI |
26 | Duvnjak, I., Damjanovic, D. and Krolo, J. (2016), "Structural health monitoring of cultural heritage structures: applications on peristyle of diocletian's palace in Split", Proceedings of the 8th European Workshop on Structural Health Monitoring, Bilbao, Spain. |
27 | Falciai, R., Trono, C., Lanterna, G. and Castelli, C. (2003), "Continuous monitoring of wooden works of art using fiber Bragg grating sensors", J. Cult. Herit., 4, 285-290. https://doi.org/10.1016/j.culher.2003.01.001 DOI |
28 | Gamse, S. and Oberguggenberger, M. (2017), "Assessment of long-term coordinate time series using hydrostatic-season-time model for rock-fill embankment dam", Struct. Control. Health. Monitor., 24, 1-18. https://doi.org/10.1002/stc.1859 DOI |
29 | Dragos, K. and Smarsly, K. (2016), "Distributed adaptive diagnosis of sensor faults using structural response data", Smart Mater. Struct., 25(10), 105019. https://doi.org/10.1088/0964-1726/25/10/105019 DOI |
30 | GB 18306-2015 (2015), Chinese ground motion parameter zoning map, China. |
31 | Min, K.W., Kim, J., Park, S.A. and Park, C.S. (2013), "Ambient vibration testing for story stiffness estimation of a heritage timber building", Sci. World. J., 2013, 1-9. https://doi.org/10.1155/2013/198483 DOI |
32 | Chen, B., Yang, Q.S., Wang, K. and Wang, L.N. (2013), "Full-scale measurements of wind effects and modal parameter identification of Yingxian wooden tower", Wind. Struct., Int. J., 17(6), 609-627. https://doi.org/10.12989/was.2013.17.6.609 DOI |
33 | Jan, S.U., Lee, Y.D., Shin, J. and Koo, I. (2017), "Sensor fault classification based on support vector machine and statistical time-domain features", IEEE Access, 5, 8682-8690. https://doi.org/10.1109/ACCESS.2017.2705644 DOI |
34 | Lyu, M.N., Zhu, X.Q. and Yang, Q.S. (2017), "Connection stiffness identification of historic timber buildings using Temperature-based sensitivity analysis", Eng. Struct., 131, 180-191. https://doi.org/10.1016/j.engstruct.2016.11.012 DOI |
35 | Patidar, P. and Tiwari, A. (2013), "Handling missing value in decision tree algorithm", Int. J. Comput. Appl., 70(13), 31-36. DOI |
36 | Rossi, P.P. and Rossi, C. (2019), "Monitoring of two great venetian cathedrals: San Marco and Santa Maria Gloriosa dei Frari", Int. J. Archit. Herit., 9, 58-81. https://doi.org/10.1080/15583058.2013.793435 DOI |
37 | Ye, C., Wang, H., Lu, W. and Li, J. (2020), "Effective Bayesian-network-based missing value imputation enhanced by crowd sourcing", Knowl. Based. Syst., 190, 105199. https://doi.org/10.1016/j.knosys.2019.105199 DOI |
38 | Tennyson, R.C., Mufti, A.A., Rizkalla, S., Tadros, G. and Benmokrane, B. (2001), "Structural health monitoring of innovative bridges in Canada with fiber optic sensors", Smart Mater. Struct., 10(3), 560-573. https://doi.org/10.1088/0964-1726/10/3/320 DOI |
39 | Shi, H., Wang, P., Yang, X. and Yu, H. (2020), "An improved mean imputation clustering algorithm for incomplete data", Neural. Process. Lett. 190, 105199, 1-14. https://doi.org/10.1007/s11063-020-10298-5 DOI |
40 | UNESCO 1972 (2014), Convention Concerning the Protection of the World Cultural and Natural Heritage. Electronic Document. http://whc.unesco.org/en/conventiontext/ Accessed 7th May, 2014. |
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