DOI:

https://doi.org/10.14483/23448393.20447

Published:

2023-10-17

Issue:

Vol. 28 No. 3 (2023): September-December

Section:

Civil and Environmental Engineering

Comparative Analysis between Singular Spectral Analysis and Empirical Mode Decomposition for Structural Damage Detection

Análisis comparativo entre el análisis singular espectral y la descomposición modal empírica para detección de daño estructural

Authors

Keywords:

Hilbert-Huang Transform, Signal Analysis, Structural Health Monitoring, Time-Frequency Analysis (en).

Keywords:

Transformada Hilbert-Huang, Análisis de señales, Monitoreo de salud estructural, Análisis tiempo-frecuencia (es).

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Author Biographies

Elisa C. González, University of Quindío

PhD student in Statistics at USP, Brasil. Master in Biomathematics at Universidad del Quindío, and a degree in Civil Engineering at Universidad del Quindío (Colombia). BS degree in Mathematics at Universidad de Nariño.  

Gladys E. Salcedo, University of Quindío

BS degree in Mathematics at Universidad del Quindío, a Master in Statistics at the University of São Paulo (Brazil), and a PhD in Statistics at the University of São Paulo (Brazil).

Leonardo Cano, University of Quindío

BS degree in Civil Engineering at Universidad del Quindío, a MSc in Civil Engineering (Earthquake Engineering) at Universidad de los Andes, and a PhD in Civil Engineering (Structural Engineering) at the University of Puerto Rico, Mayaguez Campus.

References

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L. Chin-Hsiung, C. Chia-Hui, and M. Chien-Hong, "Detecting seismic response signals using singular spectrum analysis,"Sensors Smart Struct. Tech. Civil Mech. Aerospace Sys., vol. 7647, pp. 535-546, 2010. https://doi.org/10.1117/12.846427 DOI: https://doi.org/10.1117/12.846427

B. Medina and L. Duque, "Fuzzy entropy relevance analysis in DWT and EMD for BCI motor imagery applications, Ing, "vol. 20, no. 1, pp. 9-19, 2015. https://doi.org/10.14483/udistrital.jour.reving.2015.1.a01 DOI: https://doi.org/10.14483/udistrital.jour.reving.2015.1.a01

E. Johnson, H. Lam, L. Katafygiotis, and J. Beck, "Phase I IASC-ASCE structural health monitoring benchmark problem using simulated data,"J. Eng. Mech., vol. 130, no. 1, pp. 3-15, 2004. https://doi.org/10.1061/(asce)0733-9399(2004)130:1(3) DOI: https://doi.org/10.1061/(ASCE)0733-9399(2004)130:1(3)

G. Gilbert-Rainer and P. Zeno-Iosif, "Modal identification and damage detection in beam-like structures using the power spectrum and time–frequency analysis,"Signal Proc., vol. 96, part A, pp. 29-44, 2014. https://doi.org/10.1016/j.sigpro.2013.04.027 DOI: https://doi.org/10.1016/j.sigpro.2013.04.027

D. Pines and L. Salvino, "Structural health monitoring using empirical mode decomposition and the Hilbert phase,"J. Sound Vibr., vol. 294, no. 1, pp. 97-124, 2006. https://doi.org/10.1016/j. jsv.2005.10.024 DOI: https://doi.org/10.1016/j.jsv.2005.10.024

N. Cheraghi and F. Taheri, .A damage index for structural health monitoring based on the empirical mode decomposition,"J. Mech. Mater. Struct., vol. 2, pp. 43-61, March 2007. https://doi.org/10. 2140/jomms.2007.2.43 DOI: https://doi.org/10.2140/jomms.2007.2.43

L. Cano, .On time-frequency analysis for structural damage detection,"PhD thesis, Univ. Puerto Rico, Puerto Rico, 2008. [Online]. Available: https://www.researchgate.net/publication/257138876_On_TimeFrequency_Analysis_for_Structural_Damage_Detection

D. Swagato and S. Purnachandra, "Structural health monitoring techniques implemented on IASC-ASCE benchmark problem: A review,"J. Civil Struct, Health Monitor., vol. 8, pp. 689-718, 2018. https://doi.org/10.1007/s13349-018-0292-5 DOI: https://doi.org/10.1007/s13349-018-0292-5

B. Basuraj , H. Budhaditya, and P. Vikram, Real time structural damage detection using recursive singular spectrum analysis,ïn 13th Int. Conf. App. Stat. Prob. Civil Eng., 2019, pp. 1-8. https://s-space.snu.ac.kr/bitstream/10371/153487/1/358.pdf

S. Sony and A. Sadhu, "Multivariate empirical mode decomposition-based structural damage localization using limited sensors,"J. Vibr. Control, vol. 28, no. 15-16, pp. 1863-2167, 2021. https://doi.org/10.1177/10775463211006965 DOI: https://doi.org/10.1177/10775463211006965

D. Yansong, S. Zongzhen, and G. Kongzheng, "Structural damage identification under variable environmental/operational conditions based on singular spectrum analysis and statistical control chart,"Struct. Control Health Monitor., vol. 28, no. 6, pp. 1-19, March 2021. https://doi.org/10.1002/stc.2721 DOI: https://doi.org/10.1002/stc.2721

J. I. Campos Hernández, Ïnnovador método para detectar daño estructural, funciones de la bifurcación frecuencial modal (modal frequency splitting functions),"Master thesis, Inst. Polit. Nac., Mexico, 2018. [Online]. Available: http://tesis.ipn.mx/handle/123456789/27096

R. Zhang, M. Asce, S. Ma, E. Safak, and S. Hartzell, "Hilbert-Huang transform analysis of dynamic and earthquake motion recordings,"J. Eng. Mech. ASCE, vol. 129, no. 8, pp. 861-875, 2003. https://doi.org/10.1061/(asce)0733-9399(2003)129:8(861) DOI: https://doi.org/10.1061/(ASCE)0733-9399(2003)129:8(861)

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K. Liu, S. Law, Y. Xia, and X. Zhu, "Singular spectrum analysis for enhancing the sensitivity in structural damage detection,"J. Sound Vibr., vol. 333, no. 2, pp. 392-417, 2014. https://doi.org/10.1016/j.jsv.2013.09.027 DOI: https://doi.org/10.1016/j.jsv.2013.09.027

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How to Cite

APA

González, E. C., Salcedo, G. E., and Cano, L. (2023). Comparative Analysis between Singular Spectral Analysis and Empirical Mode Decomposition for Structural Damage Detection. Ingeniería, 28(3), e20447. https://doi.org/10.14483/23448393.20447

ACM

[1]
González, E.C. et al. 2023. Comparative Analysis between Singular Spectral Analysis and Empirical Mode Decomposition for Structural Damage Detection. Ingeniería. 28, 3 (Oct. 2023), e20447. DOI:https://doi.org/10.14483/23448393.20447.

ACS

(1)
González, E. C.; Salcedo, G. E.; Cano, L. Comparative Analysis between Singular Spectral Analysis and Empirical Mode Decomposition for Structural Damage Detection. Ing. 2023, 28, e20447.

ABNT

GONZÁLEZ, Elisa C.; SALCEDO, Gladys E.; CANO, Leonardo. Comparative Analysis between Singular Spectral Analysis and Empirical Mode Decomposition for Structural Damage Detection. Ingeniería, [S. l.], v. 28, n. 3, p. e20447, 2023. DOI: 10.14483/23448393.20447. Disponível em: https://revistas.udistrital.edu.co/index.php/reving/article/view/20447. Acesso em: 8 jan. 2026.

Chicago

González, Elisa C., Gladys E. Salcedo, and Leonardo Cano. 2023. “Comparative Analysis between Singular Spectral Analysis and Empirical Mode Decomposition for Structural Damage Detection”. Ingeniería 28 (3):e20447. https://doi.org/10.14483/23448393.20447.

Harvard

González, E. C., Salcedo, G. E. and Cano, L. (2023) “Comparative Analysis between Singular Spectral Analysis and Empirical Mode Decomposition for Structural Damage Detection”, Ingeniería, 28(3), p. e20447. doi: 10.14483/23448393.20447.

IEEE

[1]
E. C. González, G. E. Salcedo, and L. Cano, “Comparative Analysis between Singular Spectral Analysis and Empirical Mode Decomposition for Structural Damage Detection”, Ing., vol. 28, no. 3, p. e20447, Oct. 2023.

MLA

González, Elisa C., et al. “Comparative Analysis between Singular Spectral Analysis and Empirical Mode Decomposition for Structural Damage Detection”. Ingeniería, vol. 28, no. 3, Oct. 2023, p. e20447, doi:10.14483/23448393.20447.

Turabian

González, Elisa C., Gladys E. Salcedo, and Leonardo Cano. “Comparative Analysis between Singular Spectral Analysis and Empirical Mode Decomposition for Structural Damage Detection”. Ingeniería 28, no. 3 (October 17, 2023): e20447. Accessed January 8, 2026. https://revistas.udistrital.edu.co/index.php/reving/article/view/20447.

Vancouver

1.
González EC, Salcedo GE, Cano L. Comparative Analysis between Singular Spectral Analysis and Empirical Mode Decomposition for Structural Damage Detection. Ing. [Internet]. 2023 Oct. 17 [cited 2026 Jan. 8];28(3):e20447. Available from: https://revistas.udistrital.edu.co/index.php/reving/article/view/20447

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Copyright (c) 2023 González, E. C., Salcedo, G. E., and Cano, L.

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