A new model approach to predict the unloading rock slope displacement behavior based on monitoring data |
Jiang, Ting
(State Key Laboratory of Hydrology-Water Resources and Hydraulic Engineering, Hohai University)
Shen, Zhenzhong (State Key Laboratory of Hydrology-Water Resources and Hydraulic Engineering, Hohai University) Yang, Meng (State Key Laboratory of Hydrology-Water Resources and Hydraulic Engineering, Hohai University) Xu, Liqun (State Key Laboratory of Hydrology-Water Resources and Hydraulic Engineering, Hohai University) Gan, Lei (State Key Laboratory of Hydrology-Water Resources and Hydraulic Engineering, Hohai University) Cui, Xinbo (Information Center of Land and Resources) |
1 | Taha, M., Khajehzadeh, M. and El-Shafie, A. (2012), "Application of particle swarm optimization in evaluating the reliability of soil slope stability analysis", Sains Malays., 41(7), 847-854. |
2 | Tsai, P., Ahmad, H.B. and Chen, C. (2017), "Structural system simulation and control via NN based fuzzy model", Struct. Eng. Mech., 56(3), 385-407. DOI |
3 | Won, P. (2005), "Stavility evaluation of the cut slope using artificial neural network model", J. Kor. Soc. Civil Eng., 25(4C), 275-283. |
4 | Yang, H., Xie, S., Secq, J. and Shao, J. (2017a), "Experimental study and modeling of hydromechanical behavior of concrete fracture", Water Sci. Eng., 10(2), 97-106. DOI |
5 | Yang, M., Su, H. and Wen, Z. (2017b), "An approach of evaluation and mechanism study on the high and steep rock slope in water conservancy project", Comput. Concrete, 19(5), 527-535. DOI |
6 | Yang, M., Su, H. and Yan, X. (2015), "Computation and analysis of high rocky slope safety in a water conservancy project", Discr. Dyn. Nat. Soc., 197579. |
7 | Yu, F.S. and Pedrycz, W. (2009), "The design of fuzzy information granules: Tradeoffs between specificity and experimental evidence", Appl. Soft Comput., 9(1), 264-273. DOI |
8 | Yu, W., Cai, J. and An, F. (2013), "On slope displacement prediction model based on lmd-bp neural network", Comput. Appl. Softw., 30(9), 107-109. |
9 | Zhang, Y., Xu, W., Shao, J., Zhao, H. and Wang, W. (2017), "Experimental investigation of creep behavior of clastic rock in Xiangjiaba hydropower project", Water Sci. Eng., 8(1), 55-62. DOI |
10 | Cao, J. (2002), "Neural network modeling and analytical modeling of slope stability", Ph.D. Dissertation, University of Oklahoma, U.S.A. |
11 | Choobbasti, A.J., Farrokhzad, F. and Barari, A. (2009), "Prediction of slope stability using artificial neural network (case study: Noabad, Mazandaran, Iran)", Arab. J. Geosci., 2(4), 311-319. DOI |
12 | Chen, S.S., Fu, Z.Z., Wei, K.M. and Han, H.Q. (2016), "Seismic responses of high concrete face rockfill dams: A case study", Water Sci. Eng., 9(3), 195-204. DOI |
13 | Chok, Y.H., Jaksa, M.B. and Kaggwa, W.S. (2016), "Neural network prediction of the reliability of heterogeneous cohesive slopes", Int. J. Numer. Anal. Met., 40(11), 1556-1569. DOI |
14 | Choobbasti, A.J., Farrokhzad, F. and Barari, A. (2009), "Prediction of slope stability using artificial neural network (case study: Noabad, Mazandaran, Iran)", Arab. J. Geosci., 2(4), 311-319. DOI |
15 | Hu, W. and Cao, W. (2015). "Slope stability evaluation based on hybrid algorithm of particle swarm optimization and BP neural network", J. Rail Way Sci. Eng., 12(1), 66-71. |
16 | Kaunda, R.B., Chase, R.B., Kehew, A.E., Kaugars, K. and Selegean, J.P. (2010), "Neural network modeling applications in active slope stability problems", Environ. Earth. Sci., 60(7), 1545-1558. DOI |
17 | Hugues, G., Claude, P. and Jean-Claude, V. (2014), "A suitable methodology for assessing impacts of successive rainfalls infiltration on road slope stability", Acta Geotech., 9(5), 753-770. DOI |
18 | Jackson, R., Gunn, D.A. and Long, D. (2004), "Predicting variability in the stability of slope sediments due to earthquake ground motion in the AFEN area of the western UK continental shelf", Mar. Geol., 213(1-4), 363-378. DOI |
19 | Jiang, S.H., Li, D.Q., Zhang, L.M. and Zhou, C.B. (2014), "Slope reliability analysis considering spatially variable shear strength parameters using a non-intrusive stochastic finite element method", Eng. Geol., 168, 120-128. DOI |
20 | Johari, A. and Javadi, A.A. (2012), "Reliability assessment of infinite slope stability using the jointly distributed random variables method", Sci. Iran., 19(3), 423-429. DOI |
21 | Li, W. and Liu, L. (2009), "Application of fuzzy neural network for predicting natural slope failure due to underground mining in mountainous areas", Fuzzy Syst. Math., 23(3), 170-174. |
22 | Lim, K., Li, A.J. and Lyamin, A.V. (2015), "Three-dimensional slope stability assessment of two-layered undrained clay", Comput. Geotech., 70, 1-17. DOI |
23 | Mendjel, D. and Messast, S. (2012), "Development of limit equilibrium method as optimization in slope stability analysis", Struct. Eng. Mech., 41(3), 339-348. DOI |
24 | Ramin, T.M. (2017), "Seismic response of soil-structure interaction using the support vector regression", Struct. Eng. Mech., 63(1), 115-124. DOI |
25 | Moon, H. (2010), "The prediction of rock slope stability in Korea using artificial neural network", J. Kor. Soc. Min. Energy Res. Eng., 47(1), 31-44. |
26 | Nieuwenhuis, J.D. (1991), "The lifetime of a landslide: Investigations in the French alps", A. A. Balkema, Rotterdam, 144. |
27 | Ozer, M. (2011), "An application of fuzzy information granulation in the emerging area of online sports", Exp. Syst. Appl., 38(4), 4514-4521. DOI |
28 | Ren, C., Liang, Y. and Pang, G. (2014), "The empirical mode decomposition and genetic algorithm-wavelet neural network for slope deformation prediction research", J. Geomat. Sci. Technol., 31(96), 551-555. |
29 | Su, H., Yang, M. and Wen, Z. (2016), "An approach using multifactor combination to evaluate high rocky slope safety", Nat. Hazard. Earth Syst., 16(6), 1449-1463. DOI |
30 | Shu, S. and Gong, W. (2016), "An artificial neural network-based response surface method for reliability analyses of c-phi slopes with spatially variable soil", Chin. Ocean Eng., 30(1), 113-122. DOI |
31 | Suman, S., Khan, S.Z. and Das, S.K. (2016), "Slope stability analysis using artificial intelligence techniques", Nat. Hazard., 84(2), 727-748. DOI |