Increasing power-law range in avalanche amplitude and energy distributions

Víctor Navas-Portella, Isabel Serra, Álvaro Corral, and Eduard Vives
Phys. Rev. E 97, 022134 – Published 21 February 2018

Abstract

Power-law–type probability density functions spanning several orders of magnitude are found for different avalanche properties. We propose a methodology to overcome empirical constraints that limit the range of truncated power-law distributions. By considering catalogs of events that cover different observation windows, the maximum likelihood estimation of a global power-law exponent is computed. This methodology is applied to amplitude and energy distributions of acoustic emission avalanches in failure-under-compression experiments of a nanoporous silica glass, finding in some cases global exponents in an unprecedented broad range: 4.5 decades for amplitudes and 9.5 decades for energies. In the latter case, however, strict statistical analysis suggests experimental limitations might alter the power-law behavior.

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  • Received 20 November 2017

DOI:https://doi.org/10.1103/PhysRevE.97.022134

©2018 American Physical Society

Physics Subject Headings (PhySH)

Statistical Physics & Thermodynamics

Authors & Affiliations

Víctor Navas-Portella1,2,3, Isabel Serra1, Álvaro Corral1,2,4,5, and Eduard Vives6,7

  • 1Centre de Recerca Matemàtica, Edifici C, Campus Bellaterra, E-08193 Bellaterra, Catalonia, Spain
  • 2Barcelona Graduate School of Mathematics, Edifici C, Campus Bellaterra, E-08193 Barcelona, Spain
  • 3Facultat de Matemàtiques i Informàtica, Universitat de Barcelona, Gran Via de les Corts Catalanes, 585, E-08007 Barcelona, Spain
  • 4Complexity Science Hub Vienna, Josefstädter Straße 39, 1080 Vienna, Austria
  • 5Departament de Matemàtiques, Universitat Autònoma de Barcelona, E-08193 Barcelona, Spain
  • 6Departament de Matèria Condensada, Facultat de Física, Universitat de Barcelona, Martí Franquès 1, 08028 Barcelona, Catalonia, Spain
  • 7Universitat de Barcelona Institute of Complex Systems, Facultat de Física, Universitat de Barcelona, Barcelona, Catalonia, Spain

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Issue

Vol. 97, Iss. 2 — February 2018

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