Skip to main content
Top
Published in: Rock Mechanics and Rock Engineering 2/2010

01-03-2010 | Technical Note

Incorporating Parameter Variability in Rock Mechanics Analyses: Fuzzy Mathematics Applied to Underground Rock Spalling

Authors: John P. Harrison, John A. Hudson

Published in: Rock Mechanics and Rock Engineering | Issue 2/2010

Log in

Activate our intelligent search to find suitable subject content or patents.

search-config
loading …

Abstract

Although fuzzy analysis has been widely developed, its use in rock mechanics and rock engineering is limited. Here, it has been used to evaluate the potential for underground rock spalling at the boundary of a circular excavation in terms of rock strength and in situ rock stress, given the uncertainty in both of these input parameters. Using standard techniques from fuzzy mathematics, we develop an expression for the fuzzy factor of safety, and extend this to form the crisp parameters Safety Certainty Value and its complement, the Failure Certainty Value. Plots of the Failure Certainty Value in terms of the in situ stress ratio and rock strength/stress ratio show the effect of uncertainty on the assessment of stability. From these plots, we illustrate how the relative importance of uncertainty in the input parameters can be assessed, with the associated ramifications for site investigation and subsequent engineering design.

Dont have a licence yet? Then find out more about our products and how to get one now:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Literature
go back to reference Ferrero AM, Harrison JP, Scioldo G (1996) Evaluation of sliding instability of safety using fuzzy analysis of discontinuity orientation. In: Proceedings of the ISRM International Symposium Eurock ‘96, Torino, Italy, September 1996 Ferrero AM, Harrison JP, Scioldo G (1996) Evaluation of sliding instability of safety using fuzzy analysis of discontinuity orientation. In: Proceedings of the ISRM International Symposium Eurock ‘96, Torino, Italy, September 1996
go back to reference Gokceoglu C, Yesilnacar E, Sonmez H, Kayabasi A (2004) A neuro-fuzzy model for modulus of deformation of jointed rock masses. Comp Geotech 31(5):375–383CrossRef Gokceoglu C, Yesilnacar E, Sonmez H, Kayabasi A (2004) A neuro-fuzzy model for modulus of deformation of jointed rock masses. Comp Geotech 31(5):375–383CrossRef
go back to reference Hammah RE, Curran JH (1998) Fuzzy cluster algorithm for the automatic identification of joint sets. Int J Rock Mech Min Sci 35(7):889–905CrossRef Hammah RE, Curran JH (1998) Fuzzy cluster algorithm for the automatic identification of joint sets. Int J Rock Mech Min Sci 35(7):889–905CrossRef
go back to reference Harrison JP (1992) Fuzzy objective functions applied to the analysis of discontinuity orientation data. In: Proceedings of the ISRM Symposium Eurock ‘92, Chester, UK, September 1992 Harrison JP (1992) Fuzzy objective functions applied to the analysis of discontinuity orientation data. In: Proceedings of the ISRM Symposium Eurock ‘92, Chester, UK, September 1992
go back to reference Harrison JP, Ferrero AM, Cravero S (2001) Fuzzy partitioning algorithms applied to the interpretation of distinct element modelling results. Geotechnique 51:677–686 Harrison JP, Ferrero AM, Cravero S (2001) Fuzzy partitioning algorithms applied to the interpretation of distinct element modelling results. Geotechnique 51:677–686
go back to reference Iphar M, Goktan RM (2006) An application of fuzzy sets to the Diggability Index Rating Method for surface mine equipment selection. Int J Rock Mech Min Sci 43(2):253–266CrossRef Iphar M, Goktan RM (2006) An application of fuzzy sets to the Diggability Index Rating Method for surface mine equipment selection. Int J Rock Mech Min Sci 43(2):253–266CrossRef
go back to reference Kaufmann A, Gupta MM (1991) Introduction to fuzzy arithmetic: theory and applications. Van Nostrand Reinhold, New York Kaufmann A, Gupta MM (1991) Introduction to fuzzy arithmetic: theory and applications. Van Nostrand Reinhold, New York
go back to reference Martin CD, Christiansson R (2009) Estimating the potential for spalling around a deep nuclear waste repository in crystalline rock. Int J Rock Mech Min Sci 46:219–228CrossRef Martin CD, Christiansson R (2009) Estimating the potential for spalling around a deep nuclear waste repository in crystalline rock. Int J Rock Mech Min Sci 46:219–228CrossRef
go back to reference Sakurai S, Shimuzu N (1987) Assessment of rock slope stability by fuzzy set theory. In: Proceedings of the 6th International Congress on Rock Mechanics, Montreal, Canada, August/September 1987, pp 503–506 Sakurai S, Shimuzu N (1987) Assessment of rock slope stability by fuzzy set theory. In: Proceedings of the 6th International Congress on Rock Mechanics, Montreal, Canada, August/September 1987, pp 503–506
go back to reference Sonmez H, Gokceoglu C, Ulusay R (2003) An application of fuzzy sets to the Geological Strength Index (GSI) system used in rock engineering. Eng Appl Artif Intell 16(3):251–269CrossRef Sonmez H, Gokceoglu C, Ulusay R (2003) An application of fuzzy sets to the Geological Strength Index (GSI) system used in rock engineering. Eng Appl Artif Intell 16(3):251–269CrossRef
go back to reference Tzamos S, Sofianos AI (2006) Extending the Q system’s prediction of support in tunnels employing fuzzy logic and extra parameters. Int J Rock Mech Min Sci 43(6):938–949CrossRef Tzamos S, Sofianos AI (2006) Extending the Q system’s prediction of support in tunnels employing fuzzy logic and extra parameters. Int J Rock Mech Min Sci 43(6):938–949CrossRef
go back to reference Wenner DH, Harrison JP (1996) Techniques to cope with uncertain parameters in geomechanics on different levels of information. In: Proceedings of the ISRM International Symposium Eurock ‘96, Torino, Italy, September 1996 Wenner DH, Harrison JP (1996) Techniques to cope with uncertain parameters in geomechanics on different levels of information. In: Proceedings of the ISRM International Symposium Eurock ‘96, Torino, Italy, September 1996
Metadata
Title
Incorporating Parameter Variability in Rock Mechanics Analyses: Fuzzy Mathematics Applied to Underground Rock Spalling
Authors
John P. Harrison
John A. Hudson
Publication date
01-03-2010
Publisher
Springer Vienna
Published in
Rock Mechanics and Rock Engineering / Issue 2/2010
Print ISSN: 0723-2632
Electronic ISSN: 1434-453X
DOI
https://doi.org/10.1007/s00603-009-0034-4

Other articles of this Issue 2/2010

Rock Mechanics and Rock Engineering 2/2010 Go to the issue