Updating the probability of failure of rock wedges

被引:0
作者
Hernandez-Carrillo, Rodrigo [1 ,2 ]
Beltran, Gloria [1 ]
机构
[1] Univ Nacl Colombia, Bogota, Colombia
[2] Univ Pontificia Bolivariana, Medellin, Colombia
关键词
Uncertainty; probability of failure; rock wedge; random sets; reliability; DEMPSTER-SHAFER THEORY; RELIABILITY-ANALYSIS; CONFLICT;
D O I
10.15446/esrj.v23n3.74779
中图分类号
P [天文学、地球科学];
学科分类号
07 ;
摘要
In hard rock masses, discontinuities control the slope stability, rather than block matrix breakage. The relative position and orientation of joints and slope face define the most likely mechanisms of failure. Among these mechanisms, the wedge failure is one of the most common modes of failure in which joint sets dip and dip direction, slope geometry and direction, external forces (including water pressure and earthquake) and rock and joints mechanical properties control the stability. The determination of these input parameters is not straightforward, mainly due to their variability and the limited amount of information available. Besides, in most projects, input parameters come from different sources (e.g., expert opinion, back-calculation, laboratory tests, field test or different project stages). Therefore, this limited information from different sources should be appropriately incorporated into the stability analysis to assist the design and decision-making process. In this context, random sets arise as a powerful tool to combine different sources of information and to perform a reliability assessment under limited information. This feature makes it possible to update the probability of failure as new evidence is available. With this framework, this paper presents a reliability assessment of wedge stability in a rock slope of a sandstone quarry, located in Une Cundinamarca, where information on mechanical and geometrical parameters has been collected for 20 years. This approach allowed to update the probability of failure. As a result, an updated probability of failure raging between 0.04 and 0.25 was calculated.
引用
收藏
页码:225 / 236
页数:12
相关论文
共 42 条
[1]   A Hybrid Reasoning Approach for Activity Recognition Based on Answer Set Programming and Dempster-Shafer Theory [J].
Al Machot, Fadi ;
Mayr, Heinrich C. ;
Ranasinghe, Suneth .
RECENT ADVANCES IN NONLINEAR DYNAMICS AND SYNCHRONIZATION: WITH SELECTED APPLICATIONS IN ELECTRICAL ENGINEERING, NEUROCOMPUTING, AND TRANSPORTATION, 2018, 109 :303-318
[2]  
[Anonymous], 1973, Quart J Eng Geol, DOI [10.1144/GSL.QJEG.1973.006.01.01, DOI 10.1144/GSL.QJEG.1973.006.01.01]
[3]  
[Anonymous], 2002, COMBINATION EVIDENCE
[4]  
Bernardini A, 2010, BOUNDING UNCERTAINTY IN CIVIL ENGINEERING: THEORETICAL BACKGROUND, P1, DOI 10.1007/978-3-642-11190-7
[5]   The Dempster-Shafer theory of evidence: an alternative approach to multicriteria decision modelling [J].
Beynon, M ;
Curry, B ;
Morgan, P .
OMEGA-INTERNATIONAL JOURNAL OF MANAGEMENT SCIENCE, 2000, 28 (01) :37-50
[6]  
Couso I, 2014, SPRINGERBR APPL SCI, P7, DOI 10.1007/978-3-319-08611-8_2
[7]  
Cundall P. A., 1980, PCAR180 CUND PET ASS
[8]   UPPER AND LOWER PROBABILITIES INDUCED BY A MULTIVALUED MAPPING [J].
DEMPSTER, AP .
ANNALS OF MATHEMATICAL STATISTICS, 1967, 38 (02) :325-&
[9]   An uncertainty measure and fusion rule for conflict evidences of big data via Dempster-Shafer theory [J].
Dutta, Palash .
INTERNATIONAL JOURNAL OF IMAGE AND DATA FUSION, 2018, 9 (02) :152-169
[10]  
Environmental Protection Agency (EPA), 2002, TOT RISK INT METH TR