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Erschienen in: Experimental Mechanics 2/2014

01.02.2014

Vibration Monitoring of Multiple Bridge Points by Means of a Unique Vision-Based Measuring System

verfasst von: G. Busca, A. Cigada, P. Mazzoleni, E. Zappa

Erschienen in: Experimental Mechanics | Ausgabe 2/2014

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Abstract

Bridge static and dynamic vibration monitoring is a key activity for both safety and maintenance purposes. The development of vision-based systems allows to use this type of devices for remote estimation of a bridge vibration, simplifying the measuring system installation. The uncertainty of this type of measurements is strongly related to the experimental conditions (mainly the pixel-to-millimeters conversion, the target texture, the camera characteristics and the image processing technique). In this paper two different types of cameras are used to monitor the response of a bridge to a train pass-by. The acquired images are analyzed using three different image processing techniques (Pattern Matching, Edge Detection and Digital Image Correlation) and the results are compared with a reference measurement, obtained by a laser interferometer providing single point measurements. Tests with different zoom levels are shown and the corresponding uncertainty values are estimated. As the zoom level decreases it is possible not only to measure the displacement of one point of the bridge, but also to grab images from a wide structure portion in order to recover displacements of a large number of points in the field of view. The extreme final solution would be having wide area measurements with no targets, to make measurements really easy, with clear advantages, but also with some drawbacks in terms of uncertainty to be fully comprehended.

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Literatur
1.
Zurück zum Zitat Lee J, Fukuda Y, Shinozuka M, Cho S, Yun C (2007) Development and application of a vision-based displacement measurement system for structural health monitoring of civil structures. Smart Struct Syst 3:373–384CrossRef Lee J, Fukuda Y, Shinozuka M, Cho S, Yun C (2007) Development and application of a vision-based displacement measurement system for structural health monitoring of civil structures. Smart Struct Syst 3:373–384CrossRef
2.
Zurück zum Zitat Morlier J, Salom P, Bos F (2007) New image processing tools for structural dynamic monitoring. Key Eng Mater 347:239–244CrossRef Morlier J, Salom P, Bos F (2007) New image processing tools for structural dynamic monitoring. Key Eng Mater 347:239–244CrossRef
3.
Zurück zum Zitat Warren C, Pingle P, Niezrecki C, Avitabile P (2011) Comparison of image based, laser, and accelerometer measurements, structural dynamics. Conf Proc Soc Exp Mech Ser 15(PART 1) Warren C, Pingle P, Niezrecki C, Avitabile P (2011) Comparison of image based, laser, and accelerometer measurements, structural dynamics. Conf Proc Soc Exp Mech Ser 15(PART 1)
4.
Zurück zum Zitat Kim SW, Kim NS, Kim Y-M (2012) Application of vision-based monitoring system to stay cables. In: Biondini F and Frangopol DM (eds) Bridge Maintenance, Safety, Management, Resilience and Sustainability: Proceedings of the Sixth International IABMAS Conference, Stresa, Lake Maggiore, Italy, 8–12 July 2012. Taylor & Francis Ltd, pp. 1116–1123 Kim SW, Kim NS, Kim Y-M (2012) Application of vision-based monitoring system to stay cables. In: Biondini F and Frangopol DM (eds) Bridge Maintenance, Safety, Management, Resilience and Sustainability: Proceedings of the Sixth International IABMAS Conference, Stresa, Lake Maggiore, Italy, 8–12 July 2012. Taylor & Francis Ltd, pp. 1116–1123
5.
Zurück zum Zitat Lee J, Shinozuka M (2006) Real-time displacement measurement of a flexible bridge using digital image processing techniques. Exp Mech 46:105–114CrossRef Lee J, Shinozuka M (2006) Real-time displacement measurement of a flexible bridge using digital image processing techniques. Exp Mech 46:105–114CrossRef
6.
Zurück zum Zitat JCGM (2008) Evaluation of measurement data-Guide to the expression of uncertainty in measurement JCGM (2008) Evaluation of measurement data-Guide to the expression of uncertainty in measurement
7.
Zurück zum Zitat Wang S, Guan B, Wang G, Li Q (2007) Measurement of sinusoidal vibration from motion blurred images. Pattern Recogn Lett 28:1029–1040 Wang S, Guan B, Wang G, Li Q (2007) Measurement of sinusoidal vibration from motion blurred images. Pattern Recogn Lett 28:1029–1040
8.
Zurück zum Zitat Kim S, Kim H, Lee C, Kim S (2006) A vision system for identifying structural vibration in civil engineering constructions. SICE-ICASE, 2006. International Joint Conference. IEEE Proceedings, Busan Exhibition & Convention Center-BEXCO, Busan, pp 5813–5818 Kim S, Kim H, Lee C, Kim S (2006) A vision system for identifying structural vibration in civil engineering constructions. SICE-ICASE, 2006. International Joint Conference. IEEE Proceedings, Busan Exhibition & Convention Center-BEXCO, Busan, pp 5813–5818
9.
Zurück zum Zitat Fukuda Y (2010) Cost • effective vision • based system for monitoring dynamic response of civil engineering structures. Struct Control Heal Monit 17:918–936CrossRef Fukuda Y (2010) Cost • effective vision • based system for monitoring dynamic response of civil engineering structures. Struct Control Heal Monit 17:918–936CrossRef
10.
Zurück zum Zitat Olaszek P (1999) Investigation of the dynamic characteristic of bridge structures using a computer vision method. Meas: J Int Meas Confed 25:227–236CrossRef Olaszek P (1999) Investigation of the dynamic characteristic of bridge structures using a computer vision method. Meas: J Int Meas Confed 25:227–236CrossRef
11.
Zurück zum Zitat Busca G, Cigada A, Mazzoleni P, Zappa E, Franzi M (2012) Cameras as displacement sensors to get the dynamic motion of a bridge: performance evaluation against traditional approaches. In: Biondini F and Frangopol DM (eds) Bridge Maintenance, Safety, Management, Resilience and Sustainability: Proceedings of the Sixth International IABMAS Conference, Stresa, Lake Maggiore, Italy, 8–12 July 2012. Taylor & Francis Ltd, pp. 2835–2841 Busca G, Cigada A, Mazzoleni P, Zappa E, Franzi M (2012) Cameras as displacement sensors to get the dynamic motion of a bridge: performance evaluation against traditional approaches. In: Biondini F and Frangopol DM (eds) Bridge Maintenance, Safety, Management, Resilience and Sustainability: Proceedings of the Sixth International IABMAS Conference, Stresa, Lake Maggiore, Italy, 8–12 July 2012. Taylor & Francis Ltd, pp. 2835–2841
12.
Zurück zum Zitat Wahbeh A, Caffrey J, Masri S (2003) A vision-based approach for the direct measurement of displacements in vibrating systems. Smart Mater Struct 12:785–794CrossRef Wahbeh A, Caffrey J, Masri S (2003) A vision-based approach for the direct measurement of displacements in vibrating systems. Smart Mater Struct 12:785–794CrossRef
13.
Zurück zum Zitat Petrauskiene V, Aleksa A, Fedaravicius A, Ragulskis M (2012) Dynamic visual cryptography for optical control of vibration generation equipment. Opt Lasers Eng 50:869–876CrossRef Petrauskiene V, Aleksa A, Fedaravicius A, Ragulskis M (2012) Dynamic visual cryptography for optical control of vibration generation equipment. Opt Lasers Eng 50:869–876CrossRef
14.
Zurück zum Zitat Ragulskis M (2005) Identification of in-plane vibrations using time average stochastic moiré. Exp Tech 29:41–45CrossRef Ragulskis M (2005) Identification of in-plane vibrations using time average stochastic moiré. Exp Tech 29:41–45CrossRef
15.
Zurück zum Zitat Ragulskis M, Sanjuan M, Saunoriene L (2007) Applicability of time-average moiré techniques for chaotic oscillations. Phys Rev E 76:036208–036214 Ragulskis M, Sanjuan M, Saunoriene L (2007) Applicability of time-average moiré techniques for chaotic oscillations. Phys Rev E 76:036208–036214
16.
Zurück zum Zitat Lee J, Shinozuka M (2006) A vision-based system for remote sensing of bridge displacement. NDT E Int 39:425–431CrossRef Lee J, Shinozuka M (2006) A vision-based system for remote sensing of bridge displacement. NDT E Int 39:425–431CrossRef
17.
Zurück zum Zitat Caetano E, Silva S, Bateira J (2011) A vision system for vibration monitoring of civil engineering structures. Exp Tech 35:74–82CrossRef Caetano E, Silva S, Bateira J (2011) A vision system for vibration monitoring of civil engineering structures. Exp Tech 35:74–82CrossRef
18.
Zurück zum Zitat Busca G, Cigada A, Zappa E (2012) Dynamic characterization of flexible structures through vision-based vibration measurements. Conf Proc Soc Exp Mech Ser 1:189–196CrossRef Busca G, Cigada A, Zappa E (2012) Dynamic characterization of flexible structures through vision-based vibration measurements. Conf Proc Soc Exp Mech Ser 1:189–196CrossRef
19.
Zurück zum Zitat Kohut P, Kurowski P (2009) Application of modal analysis supported by 3D vision-based measurements. J Theor Appl Mech 47:855–870 Kohut P, Kurowski P (2009) Application of modal analysis supported by 3D vision-based measurements. J Theor Appl Mech 47:855–870
20.
Zurück zum Zitat Iadicola MA, Zobel RS, Ocel JM (2012) Quantitative evaluation of digital image correlation as applied to large scale gusset plate experiments. In: Biondini F and Frangopol DM (eds) Bridge Maintenance, Safety, Management, Resilience and Sustainability: Proceedings of the Sixth International IABMAS Conference, Stresa, Lake Maggiore, Italy, 8–12 July 2012. Taylor & Francis Ltd, pp. 1436–1443 Iadicola MA, Zobel RS, Ocel JM (2012) Quantitative evaluation of digital image correlation as applied to large scale gusset plate experiments. In: Biondini F and Frangopol DM (eds) Bridge Maintenance, Safety, Management, Resilience and Sustainability: Proceedings of the Sixth International IABMAS Conference, Stresa, Lake Maggiore, Italy, 8–12 July 2012. Taylor & Francis Ltd, pp. 1436–1443
21.
Zurück zum Zitat Bell ES, Peddle JT, Goudreau A (2012) Bridge Condition Assessment using Digital Image Correlation and Structural Modeling. In: Biondini F and Frangopol DM (eds) Bridge Maintenance, Safety, Management, Resilience and Sustainability: Proceedings of the Sixth International IABMAS Conference, Stresa, Lake Maggiore, Italy, 8–12 July 2012. Taylor & Francis Ltd, pp. 330–337 Bell ES, Peddle JT, Goudreau A (2012) Bridge Condition Assessment using Digital Image Correlation and Structural Modeling. In: Biondini F and Frangopol DM (eds) Bridge Maintenance, Safety, Management, Resilience and Sustainability: Proceedings of the Sixth International IABMAS Conference, Stresa, Lake Maggiore, Italy, 8–12 July 2012. Taylor & Francis Ltd, pp. 330–337
22.
Zurück zum Zitat Ji Y, Chang C (2008) Nontarget image-based technique for small cable vibration measurement. J Bridg Eng 13:34–42CrossRef Ji Y, Chang C (2008) Nontarget image-based technique for small cable vibration measurement. J Bridg Eng 13:34–42CrossRef
23.
Zurück zum Zitat Ji YF, Zhang QW (2012) A novel image-based approach for structural displacement measurement. In: Biondini F and Frangopol DM (eds) Bridge Maintenance, Safety, Management, Resilience and Sustainability: Proceedings of the Sixth International IABMAS Conference, Stresa, Lake Maggiore, Italy, 8–12 July 2012. Taylor & Francis Ltd, pp. 407–414 Ji YF, Zhang QW (2012) A novel image-based approach for structural displacement measurement. In: Biondini F and Frangopol DM (eds) Bridge Maintenance, Safety, Management, Resilience and Sustainability: Proceedings of the Sixth International IABMAS Conference, Stresa, Lake Maggiore, Italy, 8–12 July 2012. Taylor & Francis Ltd, pp. 407–414
24.
Zurück zum Zitat Ji Y (2010) A computer vision-based approach for structural displacement measurement. In: Tomizuka M (ed) Sensors and Smart Structures Technologies for Civil, Mechanical, and Aerospace Systems 2010. SPIE Proceedings, San Diego, pp 1850–1856 Ji Y (2010) A computer vision-based approach for structural displacement measurement. In: Tomizuka M (ed) Sensors and Smart Structures Technologies for Civil, Mechanical, and Aerospace Systems 2010. SPIE Proceedings, San Diego, pp 1850–1856
25.
Zurück zum Zitat Fukuda Y, Feng M, Narita Y (2010) Vision-based displacement sensor for monitoring dynamic response using robust object search algorithm. Sensors, 2010 IEEE. IEEE Proceedings, pp. 1928–1931 Fukuda Y, Feng M, Narita Y (2010) Vision-based displacement sensor for monitoring dynamic response using robust object search algorithm. Sensors, 2010 IEEE. IEEE Proceedings, pp. 1928–1931
26.
Zurück zum Zitat Lu C, Hager G, Mjolsness E (2000) Fast and globally convergent pose estimation from video images. IEEE Trans Pattern Anal Mach Intell 22:610–622CrossRef Lu C, Hager G, Mjolsness E (2000) Fast and globally convergent pose estimation from video images. IEEE Trans Pattern Anal Mach Intell 22:610–622CrossRef
27.
Zurück zum Zitat Pisinger G, Maier G (2009) Re-projective pose estimation of a planar prototype. In: Gagalowicz A and Philips W (eds) Computer Vision/Computer Graphics CollaborationTechniques—4th International Conference, MIRAGE 2009, Rocquencourt, France, May 4–6, 2009. Proceedings. Springer Berlin Heidelberg, pp. 82–93 Pisinger G, Maier G (2009) Re-projective pose estimation of a planar prototype. In: Gagalowicz A and Philips W (eds) Computer Vision/Computer Graphics CollaborationTechniques—4th International Conference, MIRAGE 2009, Rocquencourt, France, May 4–6, 2009. Proceedings. Springer Berlin Heidelberg, pp. 82–93
28.
Zurück zum Zitat Wang H, Xiang M, You H, Wei L, Wu Y (2009) Precision relative pose estimation at close range using single camera and laser range finder. In: Shenghua Y, Guangjun Z, Jun N (eds) International Conference on Optical Instruments and Technology: Optoelectronic Measurement Technology and Applications. SPIE Proceedings, Beijing, pp 1239–1246 Wang H, Xiang M, You H, Wei L, Wu Y (2009) Precision relative pose estimation at close range using single camera and laser range finder. In: Shenghua Y, Guangjun Z, Jun N (eds) International Conference on Optical Instruments and Technology: Optoelectronic Measurement Technology and Applications. SPIE Proceedings, Beijing, pp 1239–1246
29.
Zurück zum Zitat Zappa E, Pezzola M, Mazzoleni P, Ruspini E, Cheli F, Giappino S (2011) Vision system for the measurement of the rider posture during motorbike riding. 22nd International Sympusium on Dynamics of Vehicles on Road and Tracks, IAVSD. Manchester, UK Zappa E, Pezzola M, Mazzoleni P, Ruspini E, Cheli F, Giappino S (2011) Vision system for the measurement of the rider posture during motorbike riding. 22nd International Sympusium on Dynamics of Vehicles on Road and Tracks, IAVSD. Manchester, UK
30.
Zurück zum Zitat Chang C, Xiao X (2009) Three-dimensional structural translation and rotation measurement using monocular videogrammetry. J Eng Mech 136:840–848CrossRef Chang C, Xiao X (2009) Three-dimensional structural translation and rotation measurement using monocular videogrammetry. J Eng Mech 136:840–848CrossRef
31.
Zurück zum Zitat Cantatore A, Cigada A, Sala R, Zappa E (2009) Hyperbolic tangent algorithm for periodic effect cancellation in sub-pixel resolution edge displacement measurement. Meas: J Int Meas Confed 42:1226–1232CrossRef Cantatore A, Cigada A, Sala R, Zappa E (2009) Hyperbolic tangent algorithm for periodic effect cancellation in sub-pixel resolution edge displacement measurement. Meas: J Int Meas Confed 42:1226–1232CrossRef
32.
Zurück zum Zitat Cigada A, Sala R, Zappa E (2003) On the reduction of sub-pixel error in image based displacement measurement. XVII IMEKO World Congress. Metrology in Metrology in the 3rd Millenium. IMECO Proceedings, Dubrovnik Cigada A, Sala R, Zappa E (2003) On the reduction of sub-pixel error in image based displacement measurement. XVII IMEKO World Congress. Metrology in Metrology in the 3rd Millenium. IMECO Proceedings, Dubrovnik
33.
Zurück zum Zitat Sutton M, Orteu J, Schreier H (2009) Image correlation for shape, motion and deformation measurements: Basic Concepts, Theory and Applications. Springer Sutton M, Orteu J, Schreier H (2009) Image correlation for shape, motion and deformation measurements: Basic Concepts, Theory and Applications. Springer
34.
Zurück zum Zitat Wang Y, Sutton M, Bruck H, Schreier H (2009) Quantitative error assessment in pattern matching: effects of intensity pattern noise, interpolation, strain and image contrast on motion measurements. Strain 45:160–178CrossRef Wang Y, Sutton M, Bruck H, Schreier H (2009) Quantitative error assessment in pattern matching: effects of intensity pattern noise, interpolation, strain and image contrast on motion measurements. Strain 45:160–178CrossRef
35.
Zurück zum Zitat Pan B, Lu Z, Xie H (2010) Mean intensity gradient: an effective global parameter for quality assessment of the speckle patterns used in digital image correlation. Opt Lasers Eng 48:469–477CrossRef Pan B, Lu Z, Xie H (2010) Mean intensity gradient: an effective global parameter for quality assessment of the speckle patterns used in digital image correlation. Opt Lasers Eng 48:469–477CrossRef
36.
Zurück zum Zitat Lecomptea D, Solb H, Vantommea J, Habrakenc A (2006) Analysis of speckle patterns for deformation measurements by digital image correlation. Speckle06: Speckles, From Grains to Flowers. Proc SPIE 6341:63410E1–63410E6 Lecomptea D, Solb H, Vantommea J, Habrakenc A (2006) Analysis of speckle patterns for deformation measurements by digital image correlation. Speckle06: Speckles, From Grains to Flowers. Proc SPIE 6341:63410E1–63410E6
37.
Zurück zum Zitat Wang Y, Sutton M, Bruck H, Schreier H (2009) Quantitative error assessment in pattern matching: effects of intensity pattern noise, interpolation, strain and image contrast on motion measurements. Strain Wang Y, Sutton M, Bruck H, Schreier H (2009) Quantitative error assessment in pattern matching: effects of intensity pattern noise, interpolation, strain and image contrast on motion measurements. Strain
38.
Zurück zum Zitat Waterfall PW, Macdonald JHG, McCormick NJ (2012) Targetless Precision Monitoring of Road and Rail Bridges Using Video Cameras. In: Biondini F and Frangopol DM (eds) Bridge Maintenance, Safety, Management, Resilience and Sustainability: Proceedings of the Sixth International IABMAS Conference, Stresa, Lake Maggiore, Italy, 8–12 July 2012. Taylor & Francis Ltd, pp. 3976–3983 Waterfall PW, Macdonald JHG, McCormick NJ (2012) Targetless Precision Monitoring of Road and Rail Bridges Using Video Cameras. In: Biondini F and Frangopol DM (eds) Bridge Maintenance, Safety, Management, Resilience and Sustainability: Proceedings of the Sixth International IABMAS Conference, Stresa, Lake Maggiore, Italy, 8–12 July 2012. Taylor & Francis Ltd, pp. 3976–3983
39.
Zurück zum Zitat Ray SF, Atteridge GG, Axford NR (2000) The geometry of image formation. Focal Press, Oxford Ray SF, Atteridge GG, Axford NR (2000) The geometry of image formation. Focal Press, Oxford
Metadaten
Titel
Vibration Monitoring of Multiple Bridge Points by Means of a Unique Vision-Based Measuring System
verfasst von
G. Busca
A. Cigada
P. Mazzoleni
E. Zappa
Publikationsdatum
01.02.2014
Verlag
Springer US
Erschienen in
Experimental Mechanics / Ausgabe 2/2014
Print ISSN: 0014-4851
Elektronische ISSN: 1741-2765
DOI
https://doi.org/10.1007/s11340-013-9784-8

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