IDEAS home Printed from https://ideas.repec.org/a/eee/chsofr/v185y2024ics0960077924007240.html
   My bibliography  Save this article

Identifying impending failure in heterogeneous materials: A study on acoustic emission time series

Author

Listed:
  • Friedrich, Leandro F.
  • Cezar, Édiblu S.
  • Colpo, Angélica B.
  • Tanzi, Boris N.R.
  • Lacidogna, Giuseppe
  • Iturrioz, Ignacio

Abstract

In the present paper, precursors to identify impending failure in heterogeneous materials are investigated by analyzing Acoustic Emission (AE) time series. Three main approaches are considered: (1) long-range correlations using the Hurst (H) analysis, (2) Natural Time (NT) analysis, and (3) a proposed Method of Critical Fluctuations-Based (MCF-B) approach. The above approaches are employed to data collected from an experimental AE test on a concrete cubic specimen subjected to an axial compression loading. The results indicate that: persistent long-range correlations tend towards near-random behavior prior to imminent failure; critical regions, characterized by the convergence of natural time parameters, show a direct correlation with imminent increments in the acoustic emission activity and the structure's collapse; the proposed MCF-B approach as precursor, is capable to identify critical states, being the results in agreement with those from NT and Hurst analysis.

Suggested Citation

  • Friedrich, Leandro F. & Cezar, Édiblu S. & Colpo, Angélica B. & Tanzi, Boris N.R. & Lacidogna, Giuseppe & Iturrioz, Ignacio, 2024. "Identifying impending failure in heterogeneous materials: A study on acoustic emission time series," Chaos, Solitons & Fractals, Elsevier, vol. 185(C).
    • Handle: RePEc:eee:chsofr:v:185:y:2024:i:c:s0960077924007240
    DOI: 10.1016/j.chaos.2024.115172
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0960077924007240
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.chaos.2024.115172?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Mintzelas, A. & Sarlis, N.V., 2019. "Minima of the fluctuations of the order parameter of seismicity and earthquake networks based on similar activity patterns," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 527(C).
    2. Gkarlaouni, Charikleia & Lasocki, Stanislaw & Papadimitriou, Eleftheria & George, Tsaklidis, 2017. "Hurst analysis of seismicity in Corinth rift and Mygdonia graben (Greece)," Chaos, Solitons & Fractals, Elsevier, vol. 96(C), pages 30-42.
    3. Niklas Boers, 2021. "Observation-based early-warning signals for a collapse of the Atlantic Meridional Overturning Circulation," Nature Climate Change, Nature, vol. 11(8), pages 680-688, August.
    4. F. Caruso & V. Latora & A. Pluchino & A. Rapisarda & B. Tadić, 2006. "Olami-Feder-Christensen model on different networks," The European Physical Journal B: Condensed Matter and Complex Systems, Springer;EDP Sciences, vol. 50(1), pages 243-247, March.
    5. Contoyiannis, Yiannis F. & Kosmidis, Efstratios K. & Diakonos, Fotios K. & Kampitakis, Myron & Potirakis, Stelios M., 2022. "A hybrid artificial neural network for the generation of critical fluctuations and inter-spike intervals," Chaos, Solitons & Fractals, Elsevier, vol. 159(C).
    6. Rehman, Shafiqur, 2009. "Study of Saudi Arabian climatic conditions using Hurst exponent and climatic predictability index," Chaos, Solitons & Fractals, Elsevier, vol. 39(2), pages 499-509.
    7. Efthimios S. Skordas & Stavros-Richard G. Christopoulos & Nicholas V. Sarlis, 2020. "Detrended fluctuation analysis of seismicity and order parameter fluctuations before the M7.1 Ridgecrest earthquake," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 100(2), pages 697-711, January.
    8. Loukidis, Andronikos & Pasiou, Ermioni D. & Sarlis, Nicholas V. & Triantis, Dimos, 2020. "Fracture analysis of typical construction materials in natural time," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 547(C).
    9. Carpinteri, Alberto & Lacidogna, Giuseppe & Puzzi, Simone, 2009. "From criticality to final collapse: Evolution of the “b-value” from 1.5 to 1.0," Chaos, Solitons & Fractals, Elsevier, vol. 41(2), pages 843-853.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Panayiotis A. Varotsos & Efthimios S. Skordas & Nicholas V. Sarlis & Stavros-Richard G. Christopoulos, 2024. "Review of the Natural Time Analysis Method and Its Applications," Mathematics, MDPI, vol. 12(22), pages 1-25, November.
    2. Hayat, Umar & Barkat, Adnan & Ali, Aamir & Rehman, Khaista & Sifat, Shazia & Iqbal, Talat, 2019. "Fractal analysis of shallow and intermediate-depth seismicity of Hindu Kush," Chaos, Solitons & Fractals, Elsevier, vol. 128(C), pages 71-82.
    3. Sang-Ki Lee & Dongmin Kim & Fabian A. Gomez & Hosmay Lopez & Denis L. Volkov & Shenfu Dong & Rick Lumpkin & Stephen Yeager, 2024. "A pause in the weakening of the Atlantic meridional overturning circulation since the early 2010s," Nature Communications, Nature, vol. 15(1), pages 1-13, December.
    4. Ferreira, D.S.R. & Ribeiro, J. & Oliveira, P.S.L. & Pimenta, A.R. & Freitas, R.P. & Dutra, R.S. & Papa, A.R.R. & Mendes, J.F.F., 2022. "Spatiotemporal analysis of earthquake occurrence in synthetic and worldwide data," Chaos, Solitons & Fractals, Elsevier, vol. 165(P2).
    5. Lars Max & Dirk Nürnberg & Cristiano M. Chiessi & Marlene M. Lenz & Stefan Mulitza, 2022. "Subsurface ocean warming preceded Heinrich Events," Nature Communications, Nature, vol. 13(1), pages 1-8, December.
    6. J. Lorenz & S. Battiston & F. Schweitzer, 2009. "Systemic risk in a unifying framework for cascading processes on networks," The European Physical Journal B: Condensed Matter and Complex Systems, Springer;EDP Sciences, vol. 71(4), pages 441-460, October.
    7. Denis L. Volkov & Ryan H. Smith & Rigoberto F. Garcia & David A. Smeed & Ben I. Moat & William E. Johns & Molly O. Baringer, 2024. "Florida Current transport observations reveal four decades of steady state," Nature Communications, Nature, vol. 15(1), pages 1-12, December.
    8. Pană, Gabriel Tiberiu & Nicolin-Żaczek, Alexandru, 2023. "Motifs in earthquake networks: Romania, Italy, United States of America, and Japan," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 632(P1).
    9. Jens Terhaar & Linus Vogt & Nicholas P. Foukal, 2025. "Atlantic overturning inferred from air-sea heat fluxes indicates no decline since the 1960s," Nature Communications, Nature, vol. 16(1), pages 1-17, December.
    10. He, Xuan & Wang, Luyang & Zhu, Hongbo & Liu, Zheng, 2021. "Statistical analysis of complex weighted network for seismicity," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 563(C).
    11. Carpinteri, A. & Lacidogna, G. & Niccolini, G., 2009. "Fractal analysis of damage detected in concrete structural elements under loading," Chaos, Solitons & Fractals, Elsevier, vol. 42(4), pages 2047-2056.
    12. Kristoufek, Ladislav, 2012. "How are rescaled range analyses affected by different memory and distributional properties? A Monte Carlo study," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 391(17), pages 4252-4260.
    13. Felix Ekardt & Marie Bärenwaldt, 2023. "The German Climate Verdict, Human Rights, Paris Target, and EU Climate Law," Sustainability, MDPI, vol. 15(17), pages 1-16, August.
    14. Kogan, L.P. & Bubukin, I.T. & Shtenberg, V.B., 2021. "To the question of calculating the probability of strong earthquakes in real time," Chaos, Solitons & Fractals, Elsevier, vol. 145(C).
    15. Fuzhi Lu & Huayu Lu & Yao Gu & Pengyu Lin & Zhengyao Lu & Qiong Zhang & Hongyan Zhang & Fan Yang & Xiaoyi Dong & Shuangwen Yi & Deliang Chen & Francesco S. R. Pausata & Maya Ben-Yami & Jennifer V. Mec, 2025. "Tipping point-induced abrupt shifts in East Asian hydroclimate since the Last Glacial Maximum," Nature Communications, Nature, vol. 16(1), pages 1-21, December.
    16. Zhang, Gui-Qing & Baró, Jordi & Cheng, Fang-Yin & Huang, He & Wang, Lin, 2019. "Avalanche dynamics of a generalized earthquake model," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 525(C), pages 1463-1471.
    17. Maya Ben-Yami & Vanessa Skiba & Sebastian Bathiany & Niklas Boers, 2023. "Uncertainties in critical slowing down indicators of observation-based fingerprints of the Atlantic Overturning Circulation," Nature Communications, Nature, vol. 14(1), pages 1-11, December.
    18. Parker Albert & Ollier Clifford, 2021. "The Atlantic Meridional Overturning Circulation is not collapsing," Quaestiones Geographicae, Sciendo, vol. 40(3), pages 163-167, September.
    19. Morales Martínez, Jorge Luis & Segovia-Domínguez, Ignacio & Rodríguez, Israel Quiros & Horta-Rangel, Francisco Antonio & Sosa-Gómez, Guillermo, 2021. "A modified Multifractal Detrended Fluctuation Analysis (MFDFA) approach for multifractal analysis of precipitation," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 565(C).
    20. Simon L. L. Michel & Didier Swingedouw & Pablo Ortega & Guillaume Gastineau & Juliette Mignot & Gerard McCarthy & Myriam Khodri, 2022. "Early warning signal for a tipping point suggested by a millennial Atlantic Multidecadal Variability reconstruction," Nature Communications, Nature, vol. 13(1), pages 1-14, December.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:chsofr:v:185:y:2024:i:c:s0960077924007240. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Thayer, Thomas R. (email available below). General contact details of provider: https://www.journals.elsevier.com/chaos-solitons-and-fractals .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.