УСОВЕРШЕНСТВОВАНИЕ МОДЕЛИ "СЕРОГО РАСПРЕДЕЛЕНИЯ" ДЛЯ ОЦЕНКИ ФАКТОРОВ, ВЛИЯЮЩИХ НА УСТОЙЧИВОСТЬ СКЛОНОВ Sensitivity analysis of factors affecting stability of cut and fill multistage slope based on improved grey incidence model

Shuaihua Ye, Anping Huang


Существует множество факторов, влияющих на устойчивость склонов, сформировавшихся в результате многоступенчатой подрезки и отсыпки естественного склона. Для оценки чувствительности этих факторов использован метод "серого распределения". В этом исследовании метод был усовершенствован. Для определения веса каждого влияющего фактора была применена теория степени векторного сходства. Основываясь на фактической инженерной истории формирования многоступенчатого склона, была проанализирована чувствительность факторов, влияющих на устойчивость в соответствии с улучшенной теорией анализа серого распределения. Результаты показали, что ширина разгрузочной платформы, сила сцепления и угол внутреннего трения наиболее чувствительны для устойчивости рассматриваемого склона. Высота ступени, ширина и высота склона значительно влияют на устойчивость, а удельный вес грунта, пиковое сейсмическое ускорение и угол наклона - в наименьшей степени.


J. B. Peng, S. K. Wang, Q. Y. Wang, J. Q. Zhuang, W. L. Huang, X. H. Zhu, Y. Q. Leng, and P. H. Ma, “Distribution and genetic types of loess landslides in China,” Journal of Asian Earth Sciences. 170, 329-350 (2019).

S. J. Peng, Y. Ma, J. D. Wang, and W. L. Xie, “Application of Fuzzy Information Optimization Technology on Analysis of Loess Landslide Stability,” Applied Mechanics and Materials, 321-324, 2389-2395 (2013).

B. Hassan and Hani, M, “Application of rock mass classification systems to rock slope stability assessment: A case study,” Journal of Rock Mechanics and Geotechnical Engineering, 9, 993-1009 (2017).

J. Q. Wang, J. Li, Q. Li, and L. Chen, “Analysis of influence factors of multistage slope stability of loess: Take the Baojixia Water Division Project for example,” Rock and Soil Mechanics, 30(7), 2114-2118 (2009).

A. Aril, K. Tetsuya, and S. Yoshinori, “Comparison of GIS-based landslide susceptibility models using frequency ratio, logistic regression, and artificial neural network in a tertiary region of Ambon, Indonesia,” Geomorphology, 318, 101-111 (2018).

C. Y. Wang, F. Zhang, and W. D. Han, “Sensitivity Analysis of Slope Stability Influence Factors Based on BP Neural Network,” Advanced Materials Research, 1010-1012, 1544-1547 (2014a).

C. Y. Wang, F. Zhang, and W. D. Han, “A Study on the Application of RBF Neural Network in Slope Stability of Bayan Obo East Mine,” Advanced Materials Research, 1010-1012, 1507-1510 (2014b).

Y. Y. Xia and H. F. Xiong, “Sensibility analysis of slope stability based on artificial neural network,” Chinese Journal of Rock Mechanics and Engineering, 23(16), 2703-2707 (2004).

W. J. Liu, J. Zhang, M. Z. Jin, S. F. Liu, X. Y. Chang, N. M. Xie, and Y. T. Wang, “Key indices of the remanufacturing industry in China using acombined method of grey incidence analysis and grey clustering,” Journal of Cleaner Production, 168, 1348-1357 (2017).

Y. Liu, J. L. Du, and Y. H. Wang, “An improved grey group decision-making approach,” Applied Soft Computing Journal, 76, 78-88 (2019).

Y. H. Zhao, G. Liu, J. Mao, L. F. Chen, and M. E. Wei, “Sensitivity analysis for the stability of loess slope based on grey correlation degree,” Journal of Yangtze River Scientific Research Institute, 32(7), 94-98 (2015).

Y. Lan, R. Y. Li, J. L. Fan, and G. Y. Li, “Comprehensive assessment on slope stability of water-inducted tunnel of Tianwan Nuclear Power Station,” Chinese Journal of Rock Mechanics and Engineering, 23(22), 3818-3823 (2004).

G. F. Chen, S. G. Cheng, Y. F. Lu, and D. H. Chen, “Sensitivity analysis of slope stability based on uniform design,” Journal of Hydraulic Engineering, 37(11), 1397-1401 (2007).

S. X. Shu and W. H. Gong, “An improved fuzzy point estimate method for slope stability analysis based on neural network,” Rock and Soil Mechanics, 36(7), 2111-2116 (2015).

Y. S. Li, H. Gao, F. Chen, Y. J. Wang, H. T. Yan, Z. Q. Wang, and Z. Q. Xiao, “Comprehensive assessment of slope stability in Wu-Yu highway,” Hydrogeology & Engineering Geology, 45(4), 150-156 (2018).

G. Y. Wang, J. Li, F. F. Ye, and G. R. Sun, “Fuzzy comprehensive assessment stability of vegetated slope with 3D geomat protection using cloud model,” The Open Civil Engineering Journal, 11, 70-81 (2017).

J. W. Zhang, X. J. Li, M. J. Chi, and C. Liu, “Type division of soil slopes under seismic action,” Acta Seismologica Sinica, 39(2), 286-295 (2017).

V. Giovanna, K. Janusz, and P. Wojciech, “High dimensional model representation for reliability analyses of complex rock-soil slope stability,” Archives of Civil and Mechanical Engineering, 17, 954-963 (2017).

D. Q. Li, Z. Y. Yang, Z. J. Cao, and L. M. Zhang, “Area failure probability method for slope system failure risk assessment,” Computers and Geotechnics, 107, 36-44 (2019).

J. L. Deng, “Control problems of grey systems,” Systems & Control Letters, 1(5), 288-294 (1982).

S. F. Liu, M. L. Hu, J. Forrest, and Y. J. Yang, “Progress of grey system models,” Journal of Nanjing University of Aeronautics & Astronautics, 29(2), 103-111 (2012).

Y. H. Su, Z. D. Luo, and X. Li, “Gray correlation analysis method for cut-and fill roadbed slope stability based on uniform experiment,” Rock and Soil Mechanics, 33(8), 2259-2264 (2012).

Q. H. Li, F. H. Chao, Q. C. Zhao, W. Long, and R. Teng, “Track circuit fault prediction method based on grey theory and expert system,” Journal of Visual Communication and Image Representation, 58(1), 37-45 (2019).

N. D. Misal and M. Sadaiah, “Multi-Objective Optimization of Photochemical machining of Inconel 601 using Grey Relational Analysis,” Materials Today: Proceedings, 5(2), 5591-5600 (2018).

G. D. Sun, X. Guan, X. Yi, and Z. Zhou, “Grey relational analysis between hesitant fuzzy sets with applications to pattern recognition,” Expert Systems With Applications, 92, 521-531 (2018).

A. J. Saad, M. Amin, M. K. Aqib, J. Sara, and S. F. Liu, “A critical review: shape optimization of welded plate heat exchangers based on grey correlation theory,” Applied Thermal Engineering, 114(5), 593-599 (2018).

Y. Wang, K. L. Yin, and G. F. An, “Grey correlation analysis of sensitive factors of landslide,” Rock and Soil Mechanics, 25(1), 91-93 (2004).

Z. B. Chen and W. B. Jian, “Sensibility analysis of slopes stability based on grey correlation analysis,” Journal of Disaster Prevention and Mitigation Engineering, 26(4), 473-477 (2006).

D.Y. Jiang, S. G. Xie, S. Ren, and C. Liu, “Prediction of slope stability in Chongqing area by gray incidence degree,” Chinese Journal of Underground Space and Engineering, 3(4), 665-667+672 (2007).

C. G. Liang and X. M. Li, “Multi-objective optimization of WC-12Co coatings based on grey relational analysis and regression analysis,” Materials Review, 32(5), 1752-1756 (2018).

X. L. Wang, Y. H. Wang, and Y. P. Zhu, “Theory and application of fuzzy pattern recognition to stability of loess slope,” Chinese Journal of Rock Mechanics Engineering, 25(Suppl. 1), 2868-2874 (2006).

Z. L. Zhang, T. Wang, S. R. Wu, H. M. Tang, and C. Y. Liang, “Seismic performance of loess-mudstone slope in Tianshui Centrifuge model tests and numerical analysis,” Engineering Geology, 222, 225-235 (2017).

T. F. Gu, M. S. Zhang, J. D. Wang, C. X. Wang, Y. J. Xu, and X. Wang, “Slope edge irrigation and slope stability: Heifangtai platform, Gansu province, China,” Engineering Geology, Advance online publication (2018).

E. C. Sung, “Probabilistic stability analysis of rainfall-induced landslides considering spatial variability of permeability,” Engineering Geology, 171, 11-20 (2014).

N. Ma, H. G. Wu, H. M. Ma, X. Y. Wu, and G. H. Wang, “Examining dynamic soil pressures and the effectiveness of different pile structures inside reinforced slopes using shaking table tests,” Soil Dynamics and Earthquake Engineering, 116, 293-303 (2019).

G. Zhang and L. P. Wang, “Simplified evaluation on the stability level of pile-reinforced slopes,” Soils and Foundations, 57, 575-586 (2017).

B. X. Li, Y. H. Niu, and T. D. Miao, “Water sensitivity of Malan loess in Lanzhou,” Chinese Journal of Geotechnical Engineering, 29(2), 294-298 (2007a).

B. X. Li, Y. H. Niu, and T. D. Miao, “Physico-mechanical characteristics of Malan loess in Lanzhou,” Rock and Soil Mechanics, 28(6), 1078-1082 (2007b).

J. H. Liu, H. Gao, X. L. Ma, Y. Yang, X. G. Wang, J. J. Yang, C. G. Qiu, H. Wang, “Effect of high temperature baking on flue-cured tobacco chemical quality,” Journal of Yunnan Agricultural University (Nature Science), 31(5), 880-885 (2016).

Q.Y. Liu and X. N. Wu, “Review on determining index weights in multi-factor evaluation,” Knowledge Management Forum, 2(6), 500-510 (2017).

L. M. Jiao and J. L. Yang, “A new method for calculating weights,” Command Control & Simulation, 28(1), 94-97+101 (2006).

P. Xie, C. Xiao, H. F. Lei, and T. Tang, “Improved assessment method for lake water eutrophication based on the vector similarity principle and its verification,” Journal of Safety and Environment, 8(4), 93-96 (2008).


  • На текущий момент ссылки отсутствуют.