• P-ISSN 0974-6846 E-ISSN 0974-5645

Indian Journal of Science and Technology

Article

Indian Journal of Science and Technology

Year: 2020, Volume: 13, Issue: 35, Pages: 3685-3694

Original Article

Identification of multiple crack locations in micro cantilever beam by wavelet transforms

Received Date:29 August 2020, Accepted Date:24 September 2020, Published Date:05 October 2020

Abstract

Background/Objectives: Presence of cracks in micro cantilever beams badly influence the performance of the device. This study is to propose suitable method utilizing wavelet transform to detect the cracks present over the structure of micro cantilever beams. Methods: The proposed device structure was designed and modeled using COMSOL Multi-physics simulation software.The signals obtained are analyzed using wavelet transform. Findings: Micro cantilevers shows difference in its vibrational frequency, stress and deflection over various input conditions. The location of the multiple cracks which appears in micro cantilever structure due to various working conditions were perfectly identified using wavelet transform analysis. Novelty/Applications: We report the accurate locations of the crack present in micro structured devices. This ideal method can be applied on micro cantilever devices which found its applications as Transducers, Sensors, Switches, Actuators and Probes.

Keywords: Wavelet analysis; crack detection; cantilever beam; MEMS;COMSOL

References

  1. Chui C. An introduction to wavelets, wavelet Analysis and its applications. (Vol. 1) San Diego. Academic Press. 1992.
  2. Sifuzzaman M, Islam M, Ali M. Application of Wavelet Transform and its Advantages Compared to Fourier Transform. J. Phys. Sci. 2009;13.
  3. Graps A. An introduction to wavelets. IEEE Computational Science and Engineering. 1995;2(2):50–61. Available from: https://dx.doi.org/10.1109/99.388960
  4. Ravikumar K, Priya BI. Detection of cracks in Micro structured Cantilever Beam using Wavelet Transforms. Ravikumar.K, Ithaya Priya.B. International Journal of Recent Technology and Engineering (IJRTE). 2020;8(6):2277–3878. Available from: https://www.ijrte.org/wp-content/uploads/papers/v8i6/F7364038620.pdf
  5. Mehta P, Kureshi A, Lad S, Patel N, Sharma D. Detection of Cracks in a Cantilever Beam Using Signal Processing and Strain Energy Based Model. IOP Conference Series: Materials Science and Engineering. 2017;234:012008. Available from: https://dx.doi.org/10.1088/1757-899x/234/1/012008
  6. Jiang YY&, Li B&, Zhang, Chen XFZS&. Identification of Crack Location in Beam Structures Using Wavelet Transform and Fractal Dimension. Shock and Vibration. 2015. Available from: https://doi.org/10.1155/2015/832763
  7. Akbari J, Ahmadifarid M, Amiri AK. Multiple crack detection using wavelet transforms and energy signal techniques. Frattura ed Integrità Strutturale. 2020;52:269–280. Available from: https://doi.org/10.3221/IGF-ESIS.52.21
  8. Sharif I, Khare S. Comparative Analysis of Haar and Daubechies Wavelet for Hyper Spectral Image Classification. ISPRS - International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences. 2014;p. 937–941. Available from: https://doi.org/10.5194/isprsarchives-XL-8-937-2014
  9. Cao L, Huiqi L, Yanjun Z, Liang X, Zhang L. Hierarchical method for cataract grading based on retinal images using improved Haar wavelet. Information Fusion. 2019. Available from: https://doi.org/10.1016/j.inffus.2019.06.022
  10. Rousta AM, Beiranvand P, Akbarinia F, Hooshmand M. The Case Examination of Detection of Structural Damages on a Plate using Wavelet Transformˮ. Int J of Advanced Design and Manufacturing Technology. 2020;13(2):91–97.
  11. Rucka M. Damage detection in beams using wavelet transform on higher vibration modes. Journal of Theoretical and Applied Mechanics. 2011;49.
  12. Lucas S, Kis-Sion K, Pinel J, Bonnaud O. Polysilicon cantilever beam using surface micromachining technology for application in microswitches. Journal of Micromechanics and Microengineering. 1999. Available from: https://doi.org/10.1088/0960-1317/7/3/021
  13. Lee Y, Liew Y, K. Detection of damage location in a beam using the wavelet analysis. International Journal of Structural Stability and Dynamics. 2012. Available from: https://doi.org/10.1142/S0219455401000238

Copyright

© 2020 Ravikumar & Ithaya Priya.This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. Published By Indian Society for Education and Environment (iSee).

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