PRACTICAL CONSIDERATIONS FOR THE APPLICATION OF A SURVIVAL PROBABILITY MODEL FOR ROCKFALL

被引:0
|
作者
Guccione, Davide Ettore [1 ]
Buzzi, Olivier [1 ]
Thoeni, Klaus [1 ]
Giacomini, Anna [1 ]
Fityus, Stephen [1 ]
机构
[1] Univ Newcastle, Callaghan, NSW, Australia
来源
AUSTRALIAN GEOMECHANICS JOURNAL | 2022年 / 57卷 / 02期
关键词
TENSILE-STRENGTH; FRAGMENTATION;
D O I
暂无
中图分类号
P5 [地质学];
学科分类号
0709 ; 081803 ;
摘要
Rockfall fragmentation is a common and very complex phenomenon that is still inadequately understood and rarely modelled. When falling rock blocks break upon impact, their shape and size change and the kinetic energy is distributed amongst fragments. To efficiently design mitigation measures, it is necessary to adequately account for fragmentation when modelling rockfall trajectories. To do so, a better understanding of the fragmentation process, its occurrence and its likely outcomes is needed. The authors have recently proposed a novel model which can predict the survival probability (SP) of brittle spheres upon impact from the statistical distribution of material parameters, obtained by standard quasi-static tests (Brazilian tests and unconfined compression tests). The model predicts two Weibull parameters (shape parameter -m- and scale parameter - critical kinetic energy) that are used to define the SP. The model is based on theoretically-derived (from Hertzian contact theory) conversion factors used to transform the critical work required to fail disc samples in quasi-static indirect tension into the critical kinetic energy to cause failure of spheres at impact in vertical drop tests. The objective of this paper is to provide some practical insights into this model in relation of the analysis of the Brazilian test results and the number of Brazilian tests required to achieve an acceptable prediction. A first analysis highlights the importance of distribution of forces required to break the specimens in Brazilian tests and a common statistical based outlier removal methodology was applied to reduce the experimental error associated with the operator. After eliminating the outlier data, the quality of prediction is improved and, in particular, the influence of the specimen diameter used in Brazilian compressions to derive the model input parameter is significantly reduced. This latter point implies that the size effect is adequately captured. The second analysis reveals the highest variability for batches with low number of tests and a progressive reduction as the number of sampled test increases. Based on these results, it is suggested to use at least 30 Brazilian tests and remove outliers using the simple statistical approach presented in the paper (with beta of 0.5 or 1.0).
引用
收藏
页码:115 / 129
页数:15
相关论文
共 50 条
  • [21] The GMC(1, n) Model with Optimized Parameters and Its Application
    Ma, Xin
    Liu, Zhibin
    JOURNAL OF GREY SYSTEM, 2017, 29 (04) : 122 - 138
  • [22] Development and Application of a New Tensile Stress Model for Expansive Soils
    Chen L.
    Bulut R.
    Geotechnical and Geological Engineering, 2017, 35 (3) : 1067 - 1077
  • [23] The independent submarkets model: an application to the Spanish retail banking market
    de Juan, R
    INTERNATIONAL JOURNAL OF INDUSTRIAL ORGANIZATION, 2003, 21 (10) : 1461 - 1487
  • [24] A numerical prediction of flexural strength probability for NBG-18 nuclear grade graphite using strength pair model
    Bansal, Manik
    Singh, Indra Vir
    Mishra, Bhanu K.
    Sharma, Kamal
    Khan, I. A.
    JOURNAL OF STRAIN ANALYSIS FOR ENGINEERING DESIGN, 2017, 52 (03) : 204 - 211
  • [25] On the application of RHT model and SPG algorithm for the analysis of rock cutting process
    Farrokh, Ebrahim
    Rokhy, Hamid
    Lotfi, Davood
    SIMULATION MODELLING PRACTICE AND THEORY, 2024, 136
  • [26] Application of JAERI quantum molecular dynamics model for collisions of heavy nuclei
    Ogawa, Tatsuhiko
    Hashimoto, Shintaro
    Sato, Tatsuhiko
    Niita, Koji
    CNR*15 - 5TH INTERNATIONAL WORKSHOP ON COMPOUND-NUCLEAR REACTIONS AND RELATED TOPICS, 2016, 122
  • [27] Direct Crystal Elastoviscoplasticity Model: An Application to the Study of Single Crystal Deformation
    Trusov, P. V.
    Yanz, A. Yu.
    Teplyakova, L. A.
    PHYSICAL MESOMECHANICS, 2019, 22 (04) : 275 - 286
  • [28] Application of a simplifying model to the breakage of different materials in an air jet mill
    Lecoq, O.
    Chamayou, A.
    Dodds, J. A.
    Guigon, P.
    INTERNATIONAL JOURNAL OF MINERAL PROCESSING, 2011, 99 (1-4) : 11 - 16
  • [29] Application of Fractional Grey Forecasting Model in Economic Growth of the Group of Seven
    Liao, Yumei
    Wang, Xu
    Wang, Jinrong
    AXIOMS, 2022, 11 (04)
  • [30] Application of a simplifying model to the breakage of different materials in an air jet mill
    Lecoq, O.
    Chamayou, A.
    Dodds, J. A.
    Guigon, P.
    INTERNATIONAL JOURNAL OF MINERAL PROCESSING, 2012, 112 : 7 - 12