Improved robust design of rock wedge slopes with a new robustness measure

被引:9
作者
Fan, Binqiang [1 ]
Wang, Liangqing [1 ]
Gong, Wenping [1 ]
Wang, Changshuo [2 ]
Jiang, Yaofei [1 ]
Sun, Zihao [1 ]
机构
[1] China Univ Geosci, Fac Engn, Wuhan 430074, Peoples R China
[2] Shijiazhuang Tiedao Univ, Sch Civil Engn, Shijiazhuang 050043, Hebei, Peoples R China
基金
中国国家自然科学基金; 国家重点研发计划;
关键词
Uncertainty; Reliability analysis; Rock wedge slope; Sensitivity index of variability; Design robustness; Optimization; INTERVAL NONPROBABILISTIC RELIABILITY; SURROUNDING JOINTED ROCKMASS; GEOTECHNICAL DESIGN; SYSTEM; FAILURE; PROBABILITY; STABILITY; FOUNDATIONS; ALGORITHM;
D O I
10.1016/j.compgeo.2020.103548
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
This paper presents a new, computationally efficient robustness measure for robust geotechnical design (RGD) faced with a lack of statistics of statistical parameters of variables, based on reliability analysis of the system response. Considering the computational coupling between the new robustness measure and the reliability of the system, the existing framework of the reliability-based RGD approach is simplified. To illustrate the simplified and improved RGD approach, the design of rock wedge slopes is considered herein as an example. For the robust design of rock wedge slopes with combined failure modes, an N-dimensional equivalent method is adopted to ensure the feasibility and accuracy. Taking design robustness and cost efficiency as two objectives, robust design optimization is conducted while the design constraint (safety requirement) is enforced. The robust design optimization yields a set of design solutions rather than a single best solution because of the conflicting relationship between the two objectives. Based on the developed Pareto front, the most preferred designs can be specified. This design approach is illustrated through the design example of a rock wedge slope, and compared with the most preferred designs of reliability-based design (RBD), some suggestions of this robust design approach in geological engineering are presented.
引用
收藏
页数:11
相关论文
共 49 条
[1]  
[Anonymous], 2003, IMPLEMENTING 6 SIGMA
[2]  
Baecher G.B., 2003, Reliability and statistics in geotechnical engineering
[3]  
Cornell CA, 1967, Cad De SauDe Publica, V8, P254
[4]   A fast and elitist multiobjective genetic algorithm: NSGA-II [J].
Deb, K ;
Pratap, A ;
Agarwal, S ;
Meyarivan, T .
IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION, 2002, 6 (02) :182-197
[5]   NARROW RELIABILITY BOUNDS FOR STRUCTURAL SYSTEMS [J].
DITLEVSEN, O .
JOURNAL OF STRUCTURAL MECHANICS, 1979, 7 (04) :453-472
[6]   Reliability analysis of slopes using fuzzy sets theory [J].
Dodagoudar, GR ;
Venkatachalam, G .
COMPUTERS AND GEOTECHNICS, 2000, 27 (02) :101-115
[7]   Interval non-probabilistic reliability of surrounding jointed rockmass considering microseismic loads in mining tunnels [J].
Dong, Longjun ;
Sun, Daoyuan ;
Li, Xibing ;
Ma, Ju ;
Zhang, Lingyun ;
Tong, Xiaojie .
TUNNELLING AND UNDERGROUND SPACE TECHNOLOGY, 2018, 81 :326-335
[8]   Interval Non-Probabilistic Reliability of a Surrounding Jointed Rockmass in Underground Engineering: A Case Study [J].
Dong, Longjun ;
Sun, Daoyuan ;
Li, Xibing ;
Zhou, Zilong .
IEEE ACCESS, 2017, 5 :18804-18817
[9]  
Duzgun H.S.B., 1995, INT J SURF MIN RECLA, V9, P1
[10]   A methodology for reliability-based design of rock slopes [J].
Duzgun, HSB ;
Yucemen, MS ;
Karpuz, C .
ROCK MECHANICS AND ROCK ENGINEERING, 2003, 36 (02) :95-120