DOI QR코드

DOI QR Code

A fast high-resolution vibration measurement method based on vision technology for structures

  • 투고 : 2020.03.31
  • 심사 : 2020.06.13
  • 발행 : 2021.01.25

초록

Various types of sensors are used at industrial sites to measure vibration. With the increase in the diversity of vibration measurement methods, vibration monitoring methods using camera equipment have recently been introduced. However, owing to the physical limitations of the hardware, the measurement resolution is lower than that of conventional sensors, and real-time processing is difficult because of extensive image processing. As a result, most such methods in practice only monitor status trends. To address these disadvantages, a high-resolution vibration measurement method using image analysis of the edge region of the structure has been reported. While this method exhibits higher resolution than the existing vibration measurement technique using a camera, it requires significant amount of computation. In this study, a method is proposed for rapidly processing considerable amount of image data acquired from vision equipment, and measuring the vibration of structures with high resolution. The method is then verified through experiments. It was shown that the proposed method can fast measure vibrations of structures remotely.

키워드

과제정보

This work was supported by Institute of Information & communications Technology Planning & Evaluation (IITP) grant funded by the Korea government(MSIT) (No. 2019-0-01746, "Development of Vision-based Intelligent Monitoring System for Structural Safety Diagnosis").

참고문헌

  1. H. Wu, M. Rubinstein, E. Shih, J. Guttag, F. Durand, W. Freeman, Eulerian video magnification for revealing subtle changes in the world, ACM Trans. Graph. 31 (4) (2012) 1-8.
  2. N. Wadhwa, M. Rubinstein, F. Durand, W. Freeman, Phase-based video motion processing, ACM Trans. Graph. 32 (4) (2013), https://doi.org/10.1145/2461912.2461966.
  3. J. Chen, N. Wadhwa, Y.J. Cha, F. Durand, W. Freeman, Modal identification of simple structures with high-speed video using motion magnification, J. Sound Vib. 345 (2015) 58-71. https://doi.org/10.1016/j.jsv.2015.01.024
  4. Y. Yang, C. Dorn, T. Mancini, Z. Talken, G. Kenyon, C. Farrar, D. Mascarenas, Blind identification of full-field vibration modes from video measurements with phase-based video motion magnification, Mech. Syst. Signal Process. 85 (2017) 567-590. https://doi.org/10.1016/j.ymssp.2016.08.041
  5. K.S. Son, H.S. Joen, J.H. Park, J.W. Park, Vibration displacement measurement Technology for cylindrical structures using camera images, Nucl. Eng.Technol. 47 (2015) 488-499. https://doi.org/10.1016/j.net.2015.01.011
  6. S.B. Lee, M.K. Kwak, Development of vibration measurement technique using the image processing, Proc. KSNVE.Annu.Autumn. Conf. (2000) 327-329.
  7. K.Y. Kim, M.K. Kwak, Measurement of large-amplitude and low-frequency vibrations of structures using the image processing method, Trans.Korean Soc.Noise.Vib. Eng. 15 (3) (2005) 329-333. https://doi.org/10.5050/KSNVN.2005.15.3.329
  8. H.S. Jeon, Y.C. Choi, J.W. Park, Displacement measurement of multi-point using a pattern recognition from video signal, Trans.Korean Soc.Noise.Vib. Eng. 18 (12) (2008) 1256-1261. https://doi.org/10.5050/KSNVN.2008.18.12.1256
  9. H.S. Jeon, Y.C. Choi, J.W. Park, Measurement structural vibration from video signal using curve fitting, Trans.Korean Soc.Noise.Vib. Eng. 19 (9) (2009) 943-949. https://doi.org/10.5050/KSNVN.2009.19.9.943
  10. S.W. Kim, N.S. Kim, Verification of multi-point displacement response measurement algorithm using image processing technique, KSCE Journal of Civil Engineering 30 (3) (2010) 297-307.
  11. K.S. Son, H.S. Joen, J.H. Park, J.W. Park, A technique for measuring vibration displacement using camera image, Trans.Korean Soc.Noise.Vib. Eng. 23 (9) (2013) 789-796. https://doi.org/10.5050/KSNVE.2013.23.9.789
  12. A.M. Wahbeh, J.P. Caffrey, S.F. Masri, A vision-based approach for the direct measurement of displacements in vibrating systems, Smart Structures and Materials 12 (2003) 785-794. https://doi.org/10.1088/0964-1726/12/5/016
  13. R.C. Gonzalez, R.E. Woods, Digital Image Processing, second ed., Addison Wesley, 2002.

피인용 문헌

  1. Non-contact optical dynamic measurements at different ranges: a review vol.37, pp.4, 2021, https://doi.org/10.1007/s10409-021-01102-1