Categories of SHM deployments: Technologies and capabilities

Journal of Bridge Engineering

Volumn 20, Issue 11, 2015, Pages

  Webb, G T ^a,b   Vardanega, P J ^c   Middleton, C R ^b  

^a PARSONS BRINCKERHOFF   (United States)

^b UNIVERSITY OF CAMBRIDGE   (United Kingdom)

^c UNIVERSITY OF BRISTOL   (United Kingdom)

Author keywords

Data interpretation; Modeling; State of the art review; Structural health monitoring (SHM); Technology

Indexed keywords

ANOMALY DETECTION; DAMAGE DETECTION; MODELS; SURVEYS;

BRIDGE STRUCTURAL HEALTH MONITORING; CATEGORIZATION SYSTEMS; DATA INTERPRETATION; EMERGING TECHNOLOGIES; POTENTIAL OUTCOMES; STATE-OF-THE ART REVIEWS; STRUCTURAL HEALTH MONITORING (SHM); UNCERTAINTY STUDIES;

STRUCTURAL HEALTH MONITORING;

EID: 84944412553     PISSN: 10840702     EISSN: 19435592     Source Type: Journal    
DOI: 10.1061/(ASCE)BE.1943-5592.0000735     Document Type: Article

References (122)

1. Abudayyeh, O. Y., Barbera, J., Abdel-Qader, I., Cai, H., and, Almaita, E. (2010). " Towards sensor-based health monitoring systems for bridge decks: A full-depth precast deck panels case study." Adv. Civ. Eng., 2010 (2010), 579631.
2. Agrawal, A. K., et al. (2009). " Remote corrosion monitoring systems for highway bridges." Pract. Period. Struct. Des. Constr., 10.1061/(ASCE)1084-0680(2009)14:4(152), 152-158.
3. Allen, B. J., and, Rens, K. L. (2004). " Condition assessment of the eastbound 6th Avenue Viaduct using strain gauges." J. Perform. Constr. Facil., 10.1061/(ASCE)0887-3828(2004)18:4(205), 205-212.
4. Anderson, J. E., and, Vesterinen, A. (2006). Structural health monitoring systems, COWI, Lyngby, Denmark.
5. Bao, X., and, Chen, L. (2011). " Recent progress in Brillouin scattering based fiber sensors." Sensors, 11 (4), 4152-4187. 10.3390/s110404152
6. Bennett, P. J., et al. (2010a). " Wireless sensor networks for underground railway applications: Case studies in Prague and London." Smart Struct. Syst., 6 (5-6), 619-639. 10.12989/sss.2010.6.5-6.619
7. Bennett, P. J., Kobayashi, Y., Soga, K., and, Wright, P. (2010b). " Wireless sensor network for monitoring transport tunnels." Proc. Inst. Civ. Eng. Geotech. Eng., 163 (3), 147-156. 10.1680/geng.2010.163.3.147
8. Bodeux, J. B., and, Golinval, J. C. (2001). " Application of ARMAV models to the identification and damage detection of mechanical and civil engineering structures." Smart Mater. Struct., 10 (3), 479-489. 10.1088/0964-1726/10/3/309
9. British Tunnelling Society. (2011). Monitoring underground construction: A best practice guide, ICE Publishing, London.
10. Brown, C. J., Karuma, R., Ashkenazi, V., Roberts, G. W., and, Evans, R. A. (1999). " Monitoring of structures using the global positioning system." Proc. Inst. Civ. Eng. Struct. Build., 134 (1), 97-105. 10.1680/istbu.1999.31257
11. Brown, C. J., Roberts, G. W., and, Meng, X. (2006). " Developments in the use of GPS for bridge monitoring." Proc. Inst. Civ. Eng. Bridge Eng., 159 (3), 117-119. 10.1680/bren.2006.159.3.117
12. Brownjohn, J. M. W., De Stafano, A., Xu, Y.-L., Wenzel, H., and, Aktan, A. E. (2011). " Vibration-based monitoring of civil infrastructure: Challenges and successes." J. Civ. Struct. Health Monitor., 1 (3-4), 79-95. 10.1007/s13349-011-0009-5
13. Brownjohn, J. M. W., Lee, J., and, Cheong, B. (1999). " Dynamic performance of a curved cable-stayed bridge." Eng. Struct., 21 (11), 1015-1027. 10.1016/S0141-0296(98)00046-7
14. Bungey, J. H., and, Millard, S. G. (1993). " Radar inspection of structures." Proc. Inst. Civ. Eng. Struct. Build., 99 (2), 173-186. 10.1680/istbu.1993.23376
15. Caetano, E., Cunha, Á., Magalhães, F., and, Moutinho, C. (2010). " Studies for controlling human-induced vibration of the Pedro e Inês footbridge, Portugal. Part 1: Assessment of dynamic behaviour." Eng. Struct., 32 (4), 1069-1081. 10.1016/j.engstruct.2009.12.034
16. Camfield, F. E., and, Holmes, C. M. (1995). " Monitoring completed coastal projects." J. Perform. Constr. Facil., 10.1061/(ASCE)0887-3828(1995)9:3(161), 161-171.
17. Casas, J. R., and, Cruz, P. J. S. (2003). " Fiber optic sensors for bridge monitoring." J. Bridge Eng., 10.1061/(ASCE)1084-0702(2003)8:6(362), 362-373.
18. Catbas, F. N., Kijewski-Correa, T., and, Aktan, A. E., eds. (2012). Structural identification of constructed facilities: Approaches, methods, and technologies for effective practice of St-Id, ASCE, Reston, VA.
19. Challa, V. R., Prasad, M. G., and, Fisher, F. T. (2011). " Towards an autonomous self-tuning vibration energy harvesting device for wireless sensor network applications." Smart Mater. Struct., 20 (2), 025004.
20. Chandola, V., Banerjee, A., and, Kumar, V. (2009). " Anomaly detection: A survey." Assoc. Comput. Mach. Comput. Surv., 41 (3), 15.
21. Chang, S. P., and, Im, C. K. (2000). " Thermal behaviour of composite box-girder bridges." Proc. Inst. Civ. Eng. Struct. Build., 140 (2), 117-126. 10.1680/stbu.2000.140.2.117
22. Chen, B., Maher, M. H., and, Nawy, E. G. (1994). " Fiber-optic Bragg grating sensor for nondestructive evaluation of composite beams." J. Struct. Eng., 10.1061/(ASCE)0733-9445(1994)120:12(3456), 3456-3470.
23. Chen, C.-H. (2010). " Structural monitoring and field test for Kao Ping Hsi cable-stayed bridge in Taiwan." Proc., 2nd Int. Conf. on Computational Mechanics and 12th Int. Conf. on the Enhancement and Promotion of Computational Methods in Engineering and Science, Vol. 1233, American Institute of Physics (AIP), Melville, NY, 1231-1236.
24. Cheung, L. L. K., Soga, K., Bennett, P. J., Kobayashi, Y., Amatya, B., and, Wright, P. (2010). " Optical fibre strain measurement for tunnel lining monitoring." Proc. Inst. Civ. Eng. Geotech. Eng., 163 (3), 119-130. 10.1680/geng.2010.163.3.119
25. Corbett, P. W., Buckby, R. J., and, Wee, E. L. (2010). " Penang Bridge widening: Design and construction challenges." Proc. ICE Bridge Eng., 163 (3), 125-135. 10.1680/bren.2010.163.3.125
26. Cross, E. J., Worden, K., and, Chen, Q. (2011). " Cointegration: A novel approach for the removal of environmental trends in structural health monitoring data." Proc. R. Soc. London, Ser. A, 467 (2133), 2712-2732. 10.1098/rspa.2011.0023
27. DelloRusso, S., Juneja, G., Gabby, B., and, Dusenberry, D. (2008). " Monitoring and repair of the Milwaukee City Hall masonry tower." J. Perform. Constr. Facil., 10.1061/(ASCE)0887-3828(2008)22:4(197), 197-206.
28. Del Valle, M. (2011). " Bioinspired sensor systems." Sensors (Basel), 11 (11), 10180-10186.
29. Dunnicliff, J. (1988). Geotechnical instrumentation for monitoring field performance, Wiley, New York.
30. Farrar, C. R., and, Jauregui, D. A. (1998a). " Comparative study of damage identification algorithms applied to a bridge: I. Experiment." Smart Mater. Struct., 7 (5), 704-719. 10.1088/0964-1726/7/5/013
31. Farrar, C. R., and, Jauregui, D. A. (1998b). " Comparative study of damage identification algorithms applied to a bridge: II. Numerical study." Smart Mater. Struct., 7 (5), 720-731. 10.1088/0964-1726/7/5/014
32. Farrar, C. R., and, Lieven, N. A. (2007). " Damage prognosis: The future of structural health monitoring." Philos. Trans. Royal Soc. London, Ser. A, 365 (1851), 623-632.
33. Farrar, C. R., and, Worden, K. (2007). " An introduction to structural health monitoring." Philos. Trans. Royal Soc. London, Ser. A, 365 (1851), 303-315.
34. Ferri, M., et al. (2011). " Fabrication and testing of a high resolution extensometer based on resonant MEMS strain sensors." Proc., 16th Int. Solid-State Sensors, Actuators and Microsystems Conf., IEEE, New York, 1056-1059.
35. Feynman, R. (1998). The meaning of it all, Penguin Press, London.
36. Fidler, P. R. A., Vardanega, P. J., Long, P. J. G., Webb, G. T., Stehle, J. S., and, Middleton, C. R. (2013). " Construction monitoring constraints and challenges: A feasibility study." Proc., 6th Int. Conf. on Structural Health Monitoring of Intelligent Infrastructure (CD-ROM), Y. L. Xu et al., eds., Dept. of Civil and Environmental Engineering, Hong Kong Polytechnic Univ., Hong Kong.
37. Frangopol, D. M., Strauss, A., and, Kim, S. (2008). " Bridge reliability assessment based on monitoring." J. Bridge Eng., 10.1061/(ASCE)1084-0702(2008)13:3(258), 258-270.
38. Fraser, M., Elgamal, A., He, X., and, Conte, J. P. (2010). " Sensor network for structural health monitoring of a highway bridge." J. Comput. Civ. Eng., 10.1061/(ASCE)CP.1943-5487.0000005, 11-24.
39. Fu, C. C., and, Zhang, N. (2011). " Investigation of bridge expansion joint failure using field strain measurement." J. Perform. Constr. Facil., 10.1061/(ASCE)CF.1943-5509.0000171, 309-316.
40. Fuchs, P. A., Washer, G. A., Chase, S. B., and, Moore, M. (2004). " Laser-based instrumentation for bridge load testing." J. Perform. Constr. Facil., 10.1061/(ASCE)0887-3828(2004)18:4(213), 213-219.
41. Fuhr, P. L., Huston, D. R., Ambrose, T. P., and, Snyder, D. M. (1993). " Stress monitoring of concrete using embedded optical fiber sensors." J. Struct. Eng., 10.1061/(ASCE)0733-9445(1993)119:7(2263), 2263-2269.
42. Gassman, S. L., and, Finno, R. J. (1999). " Impulse response evaluation of foundations using multiple geophones." J. Perform. Constr. Facil., 10.1061/(ASCE)0887-3828(1999)13:2(82), 82-89.
43. Ge, Y. (2013). " Temperature effects on optical fibre strain sensors." M.Phil. thesis, Univ. of Cambridge, Cambridge, U.K.
44. Ge, Y., Elshafie, M. Z. E. B., Dirar, S., and, Middleton, C. R. (2014). " The response of embedded strain sensors in concrete beams subjected to thermal loading." Constr. Build. Mater., 70, 279-290.
45. Gebremichael, Y. M., et al. (2005). " A field deployable, multiplexed Bragg grating sensor system used in an extensive highway bridge monitoring evaluation tests." IEEE Sens. J., 5 (3), 510-519. 10.1109/JSEN.2005.846185
46. German, S., Brilakis, I., and, DesRoches, R. (2012). " Rapid entropy-based detection and properties measurement of concrete spalling with machine vision for post-earthquake safety assessments." Adv. Eng. Inform., 26 (4), 846-858. 10.1016/j.aei.2012.06.005
47. Goulet, J.-A., Coutu, S., and, Smith, I. F. C. (2013). " Model falsification diagnosis and sensor placement for leak detection in pressurized pipe networks." Adv. Eng. Inform., 27 (2), 261-269. 10.1016/j.aei.2013.01.001
48. Goulet, J. A., and, Smith, I. F. C. (2013). " Predicting the usefulness of monitoring for identifying the behavior of structures." J. Struct. Eng., 10.1061/(ASCE)ST.1943-541X.0000577, 1716-1727.
49. Goulet, J.-A., Texier, M., Michel, C., Smith, I. F. C., and, Chouinard, L. (2014). " Quantifying the effects of modeling simplifications for structural identification of bridges." J. Bridge Eng., 10.1061/(ASCE)BE.1943-5592.0000510, 59-71.
50. Hedegaard, B. D., French, C. E. W., Shield, C. K., Stolarski, H. K., and, Jilk, B. J. (2013). " Instrumentation and modeling of I-35W St. Anthony Falls Bridge." J. Bridge Eng., 10.1061/(ASCE)BE.1943-5592.0000384, 476-485.
51. Hemez, F. M., and, Farrar, C. R. (2014). " A brief history of 30 years of model updating in structural dynamics." Proc., Special Topics in Structural Dynamics, G. Foss, and, C. Niezrecki., eds., Springer, New York, 53-71.
52. Hou, Z., Noori, M., and, St. Amand, R. (2000). " Wavelet-based approach for structural damage detection." J. Eng. Mech., 10.1061/(ASCE)0733-9399(2000)126:7(677), 677-683.
53. Hoult, N., et al. (2009a). " Wireless sensor networks: Creating 'smart infrastructure'." Proc. Inst. Civ. Eng. Civ. Eng., 162 (3), 136-143.
54. Hoult, N. A., Bennett, P. J., Fidler, P. R. A., Middleton, C. R., and, Soga, K. (2009b). " Smart infrastructure: Pervasive WSNs for a more sustainable Europe." Proc., 4th Int. Conf. on Structural Health Monitoring of Intelligent Infrastructure, International Society for Structural Health Monitoring of Intelligent Infrastructure, Winnipeg, Canada.
55. Hoult, N. A., Fidler, P. R. A., Hill, P. G., and, Middleton, C. R. (2010). " Long-term wireless structural health monitoring of the Ferriby Road Bridge." J. Bridge Eng., 10.1061/(ASCE)BE.1943-5592.0000049, 153-159.
56. Hoult, N. A., Fidler, P. R. A., Wassell, I. J., Hill, P. G., and, Middleton, C. R. (2008). " Wireless structural health monitoring at the Humber Bridge UK." Proc. Inst. Civ. Eng. Bridge Eng., 161 (4), 189-195. 10.1680/bren.2008.161.4.189
57. Huntley, S. A., and, Valsangkar, A. J. (2014). " Behaviour of H-piles supporting an integral abutment bridge." Can. Geotech. J., 51 (7), 713-734. 10.1139/cgj-2013-0254
58. Ieropoulos, I., Melhuish, C., Greenman, J., and, Horsfield, I. (2005). " EcoBot-II: An artificial agent with a natural metabolism." Int. J. Adv. Robot. Syst., 2 (4), 295-300.
59. Jáuregui, D. V., and, Barr, P. J. (2004). " Nondestructive evaluation of the I-40 Bridge over the Rio Grande River." J. Perform. Constr. Facil., 10.1061/(ASCE)0887-3828(2004)18:4(195), 195-204.
60. Ji, B., et al. (2012). " Research on stress spectrum of steel decks in suspension bridge considering measured traffic flow." J. Perform. Constr. Facil., 10.1061/(ASCE)CF.1943-5509.0000249, 65-75.
61. Kabir, S. (2010). " Imaging-based detection of AAR induced map-crack damage in concrete structure." NDT Int., 43 (6), 461-469. 10.1016/j.ndteint.2010.04.007
62. Khorramshahi, V., Behrad, A., and, Kanhere, N. K. (2008). " Over-height vehicle detection in low headroom roads using digital video processing." Int. J. Comput. Info. Syst. Sci., 2 (2), 82-86.
63. Klar, A., et al. (2006). " Distributed strain measurement for pile foundations." Proc. Inst. Civ. Eng. Geotech. Eng., 159 (3), 135-144. 10.1680/geng.2006.159.3.135
64. Ko, J. M., and, Ni, Y. Q. (2005). " Technology developments in structural health monitoring of large-scale bridges." Eng. Struct., 27 (12), 1715-1725. 10.1016/j.engstruct.2005.02.021
65. Koch, C., Jog, G. M., and, Brilakis, I. (2013). " Automated pothole distress assessment using asphalt pavement video data." J. Comput. Civ. Eng., 10.1061/(ASCE)CP.1943-5487.0000232, 370-378.
66. Koo, K. Y., Brownjohn, J. M. W., List, D. I., and, Cole, R. (2013). " Structural health monitoring of the Tamar suspension bridge." Struct. Contr. Health Monit., 20 (4), 609-625. 10.1002/stc.1481
67. Kurata, M., et al. (2013). " Internet-enabled wireless structural monitoring systems: Development and permanent deployment at the New Carquinez Suspension Bridge." J. Struct. Eng., 10.1061/(ASCE)ST.1943-541X.0000609, 1688-1702.
68. Lea, F. C., and, Middleton, C. R. (2002). " Reliability of visual inspection of highway bridges." Technical Rep. CUED/D-STRUCT/TR.201, Dept. of Engineering, Univ. of Cambridge, Cambridge, U.K.
69. Liu, M., Frangopol, D. M., and, Kim, S. (2009). " Bridge system performance assessment from structural health monitoring: A case study." J. Struct. Eng., 10.1061/(ASCE)ST.1943-541X.0000014, 733-742.
70. Lynch, J. P., and, Loh, K. J. (2006). " A summary review of wireless sensors and sensor networks for structural health monitoring." Shock Vib., 38 (2), 91-128.
71. Lynch, J. P., Wang, Y., Loh, K. J., Yi, J.-H., and, Yun, C.-B. (2006). " Performance monitoring of the Geumdang Bridge using a dense network of the high-resolution wireless sensors." Smart Mater. Struct., 15 (6), 1561-1575. 10.1088/0964-1726/15/6/008
72. Mao, Z., and, Todd, M. (2013). " Statistical modelling of frequency response function estimation for uncertainty quantification." Mech. Syst. Signal Process., 38 (2), 333-345. 10.1016/j.ymssp.2013.01.021
73. Mascarenas, D., Flynn, E., Farrar, C., Park, G., and, Todd, M. (2009). " A mobile host approach for wireless powering and interrogation of structural health monitoring sensor networks." IEEE Sens. J., 9 (12), 1719-1726. 10.1109/JSEN.2009.2030706
74. Maser, K. R. (1988). " Sensors for infrastructure assessment." J. Perform. Constr. Facil., 10.1061/(ASCE)0887-3828(1988)2:4(226), 226-241.
75. Masri, S. F., Nakamura, M., Chassiakos, A. G., and, Caughey, T. K. (1996). " Neural network approach to detection of changes in structural parameters." J. Eng. Mech., 10.1061/(ASCE)0733-9399(1996)122:4(350), 350-360.
76. Matta, F., Bastianini, F., Galati, N., Casadei, P., and, Nanni, A. (2008). " Distributed strain measurement in steel bridge with fiber optic sensors: Validation through diagnostic load test." J. Perform. Constr. Facil., 10.1061/(ASCE)0887-3828(2008)22:4(264), 264-273.
77. McCuen, R. H., Aggour, M. S., and, Ayyub, B. M. (1988). " Spacing for accuracy in ultrasonic testing of bridge timber piles." J. Struct. Eng., 10.1061/(ASCE)0733-9445(1988)114:12(2652), 2652-2668.
78. Melhuish, C., Ieropoulos, I., Greenman, J., and, Horsfield, I. (2006). " Energetically autonomous robots: Food for thought." Auton. Robots, 21 (3), 187-198. 10.1007/s10514-006-6574-5
79. Minardo, A., Persichetti, G., Testa, G., Zeni, L., and, Bernini, R. (2012). " Long term structural health monitoring by Brillouin fibre-optic sensing: A real case." J. Geophys. Eng., 9 (4), S64-S69. 10.1088/1742-2132/9/4/S64
80. Mohamad, H. (2008). " Distributed optical fibre strain sensing of geotechnical structures." Ph.D. thesis, Univ. of Cambridge, Cambridge, U.K.
81. Mohamad, H., Bennett, P. J., Soga, K., Mair, R. J., and, Bowers, K. (2010). " Behaviour of an old masonry tunnel due to tunnelling-induced ground settlement." Géotechnique, 60 (12), 927-938. 10.1680/geot.8.P.074
82. Moore, M., Phares, B., Graybeal, B., Rolander, D., and, Washer, G. (2001). " Reliability of visual inspection for highway bridges, Vol. 1." Rep. No. FHWA-RD-01-020, U.S. DOT, Federal Highway Administration, Washington, DC. 〈http://www.fhwa.dot.gov/publications/research/nde/01020.cfm 〉 (Aug. 24, 2014).
83. Ni, Y. Q., Zhou, H. F., Chan, K. C., and, Ko, J. M. (2008). " Modal flexibility analysis of cable-stayed Ting Kau Bridge for damage identification." Comput. Aided Civ. Infrastruct. Eng., 23 (3), 223-236. 10.1111/j.1467-8667.2008.00521.x
84. Nowak, A. S., and, Tharmabala, T. (1988). " Bridge reliability evaluation using load tests." J. Struct. Eng., 10.1061/(ASCE)0733-9445(1988)114:10(2268), 2268-2279.
85. O'Connor, A., and, Eichinger, E. M. (2007). " Site-specific traffic load modelling for bridge assessment." Proc. Inst. Civ. Eng. Bridge Eng., 160 (4), 185-194. 10.1680/bren.2007.160.4.185
86. Ouellette, S. A., and, Todd, M. D. (2014). " Cement seawater battery energy harvester for marine infrastructure monitoring." IEEE Sens. J., 14 (3), 865-872. 10.1109/JSEN.2013.2290492
87. Park, G., Rosing, T., Todd, M. D., Farrar, C. R., and, Hodgkiss, W. (2008). " Energy harvesting for structural health monitoring sensor networks." J. Infrastruct. Syst., 10.1061/(ASCE)1076-0342(2008)14:1(64), 64-79.
88. Park, M.-W., and, Brilakis, I. (2012). " Construction worker detection in video frames for initializing vision trackers." J. Autom. Constr., 28 (Dec), 15-25. 10.1016/j.autcon.2012.06.001
89. Park, M.-W., Koch, C., and, Brilakis, I. (2012). " Three-dimensional tracking of construction resources using an on-site camera system." J. Comput. Civ. Eng., 10.1061/(ASCE)CP.1943-5487.0000168, 541-549.
90. Rens, K. L., Wipf, T. J., and, Klaiber, F. W. (1997). " Review of nondestructive evaluation techniques of civil infrastructure." J. Perform. Constr. Facil., 10.1061/(ASCE)0887-3828(1997)11:4(152), 152-160.
91. Reynolds, P., Pavic, A., and, Ibrahim, Z. (2004). " A remote monitoring system for stadia dynamics." Proc. Inst. Civ. Eng. Struct. Build., 157 (6), 385-393. 10.1680/stbu.2004.157.6.385
92. Ritdumrongkul, S., and, Fujino, Y. (2006). " Identification of the location and level of damage in multiple-bolted-joint structures by PZT actuator-sensors." J. Struct. Eng., 10.1061/(ASCE)0733-9445(2006)132:2(304), 304-311.
93. Roberts, G. W., Brown, C. J., Meng, X., Ogundipe, O., Atkins, C., and, Colford, B. (2012). " Deflection and frequency monitoring of the Forth Road Bridge, Scotland, by GPS." Proc. Inst. Civ. Eng. Bridge Eng., 165 (2), 105-123. 10.1680/bren.9.00022
94. Roberts, G. W., Meng, X., Brown, C. J., and, Dallard, P. (2006). " GPS measurements on the London Millennium Bridge." Proc. Inst. Civ. Eng. Bridge Eng., 159 (4), 153-161. 10.1680/bren.2006.159.4.153
95. Rodrigues, C., Félix, C., Lage, A., and, Figueiras, J. (2010). " Development of a long-term monitoring system based on FBG sensors applied to concrete bridges." Eng. Struct., 32 (8), 1993-2002. 10.1016/j.engstruct.2010.02.033
96. Samaras, V. A., Fasl, J., Reichenbach, M., Helwig, T., Wood, S., and, Frank, K. (2012). " Long-term gage reliability for structural health monitoring of steel bridges." Proc., SPIE 8347: Nondestructive Characterization for Composite Materials, Aerospace Engineering, Civil Infrastructure, and Homeland Security, A. L. Gyekenyesi., ed., International Society for Optical Engineering, Bellingham, WA.
97. Sánchez-Silva, M., and, Rosowsky, D. V. (2008). " Risk, reliability and sustainability in the developing world." Proc. Inst. Civ. Eng. Struct. Build., 161 (4), 189-197. 10.1680/stbu.2008.161.4.189
98. Sandidge, M. J. (2012). " Truck height determination using digital video." M.S. thesis, Georgia Institute of Technology, Atlanta.
99. Sazonov, E., Li, H., Curry, D., and, Pillay, P. (2009). " Self-powered sensors for monitoring of highway bridges." IEEE Sens. J., 9 (11), 1422-1429. 10.1109/JSEN.2009.2019333
100. Schwamb, T. (2010). " Optical strain sensing for piled foundations at Ninewell's bridge." M.Res. thesis, Univ. College London, Univ. of Cambridge, Cambridge, U.K.
101. Schwamb, T., et al. (2014). " Fibre optic monitoring of a deep circular excavation." Proc. Inst. Civ. Eng. Geotech. Eng., 167 (2), 144-154. 10.1680/geng.13.00036
102. Shoukry, S. N., Riad, M. Y., and, William, G. W. (2009). " Longterm sensor-based monitoring of an LRFD designed steel girder bridge." Eng. Struct., 31 (12), 2954-2965. 10.1016/j.engstruct.2009.07.023
103. Stajano, F., Hoult, N., Wassell, I., Bennett, P., Middleton, C., and, Soga, K. (2010). " Smart bridges, smart tunnels: Transforming wireless sensor networks from research prototypes into robust engineering infrastructure." Ad Hoc Netw., 8 (8), 872-888. 10.1016/j.adhoc.2010.04.002
104. Staquet, S., Kalogiannakis, G., Detandt, H., Van Hemelrijck, D., and, Espion, B. (2007). " Field testing of a 30-year-old composite Preflex railway bridge." Proc. Inst. Civ. Eng. Bridge Eng., 160 (2), 89-98. 10.1680/bren.2007.160.2.89
105. Tata, U., Deshmukh, S., Chiao, J. C., Carter, R., and, Huang, H. (2009). " Bio-inspired sensor skins for structural health monitoring." Smart Mater. Struct., 18 (10), 104026.
106. Vaghefi, K., et al. (2012). " Evaluation of commercially available remote sensors for highway bridge condition assessment." J. Bridge Eng., 10.1061/(ASCE)BE.1943-5592.0000303, 886-895.
107. Washer, G., Fenwick, R., and, Bolleni, N. (2010). " Effects of solar loading on infrared imaging of subsurface features in concrete." J. Bridge Eng., 10.1061/(ASCE)BE.1943-5592.0000117, 384-390.
108. Webb, G. (2014). " Structural health monitoring of bridges." Ph.D. thesis, Univ. of Cambridge, Cambridge, U.K.
109. Webb, G., and, Middleton, C. (2013). " Structural health monitoring of bridges." Proc., SMAR 2013 Istanbul: 2nd Conf. on Smart Monitoring, Assessment and Rehabilitation of Civil Structures, Ilki, A., Motavalli, M., Goksu, C. and Havranek, B. eds., EMPA, Dübendorf, Switzerland.
110. Webb, G. T., Vardanega, P. J., Fidler, P. R. A., and, Middleton, C. R. (2014). " Analysis of structural health monitoring data from Hammersmith flyover." J. Bridge Eng., 10.1061/(ASCE)BE.1943-5592.0000587, 05014003.
111. White, D. J., Take, W. A., and, Bolton, M. D. (2003). " Soil deformation measurement using particle image velocimetry (PIV) and photogrammetry." Géotechnique, 53 (7), 619-631. 10.1680/geot.2003.53.7.619
112. Wijesinghe, B. H. M. P., Zacharie, S. A., Mish, K. D., and, Baldwin, J. D. (2013). " Design and development of in situ fatigue sensors for structural health monitoring of highway bridges." J. Bridge Eng., 10.1061/(ASCE)BE.1943-5592.0000361, 297-307.
113. Wojciechowski, K., Boser, B., and, Pisano, A. (2005). " A MEMS resonant strain sensor with 33 nano-strain resolution in a 10kHz bandwidth." Proc., IEEE Sensors 2005, IEEE, New York, 947-950.
114. Wong, K.-Y. (2004). " Instrumentation and health monitoring of cable-supported bridges." Struct. Contr. Health Monit., 11 (2), 91-124. 10.1002/stc.33
115. Worden, K., Manson, G., and, Fieller, N. R. J. (2000). " Damage detection using outlier analysis." J. Sound Vib., 229 (3), 647-667. 10.1006/jsvi.1999.2514
116. Xia, Y., Hao, H., Zanardo, G., and, Deeks, A. (2006). " Long term vibration monitoring of an RC slab: Temperature and humidity effect." Eng. Struct., 28 (3), 441-452. 10.1016/j.engstruct.2005.09.001
117. Xu, Y. L., et al. (2012). " Testbed for structural health monitoring of long-span suspension bridges." J. Bridge Eng., 10.1061/(ASCE)BE.1943-5592.0000349, 896-906.
118. Xu, Y. L., Chen, B., Ng, C. L., Wong, K. Y., and, Chan, W. Y. (2010). " Monitoring temperature effect on a long suspension bridge." Struct. Contr. Health Monit., 17 (6), 632-653.
119. Yanev, B. (2007). Bridge management, Wiley, New York.
120. Young, J. S., and, Lynch, M. J. (2010). " Inspection and maintenance of Severn Bridge suspension cables." Proc. Inst. Civ. Eng. Bridge Eng., 163 (4), 173-180. 10.1680/bren.2010.4.173
121. Zapico, J. L., González, M. P., and, Worden, K. (2003). " Damage assessment using neural networks." Mech. Syst. Signal Process., 17 (1), 119-125. 10.1006/mssp.2002.1547
122. Zhu, Z., and, Brilakis, I. (2010). " Concrete column recognition in images and videos." J. Comput. Civ. Eng., 10.1061/(ASCE)CP.1943-5487.0000053, 478-487.