• 全国中文核心期刊
  • 中国科技核心期刊
  • 美国工程索引(EI)收录期刊
  • Scopus数据库收录期刊
WANG Mao-hua, CHI Shi-chun, LIU Zhen-ping. Back analysis of dynamic parameters of rock-fill materials considering interaction effects[J]. Chinese Journal of Geotechnical Engineering, 2019, 41(10): 1967-1976. DOI: 10.11779/CJGE201910023
Citation: WANG Mao-hua, CHI Shi-chun, LIU Zhen-ping. Back analysis of dynamic parameters of rock-fill materials considering interaction effects[J]. Chinese Journal of Geotechnical Engineering, 2019, 41(10): 1967-1976. DOI: 10.11779/CJGE201910023

Back analysis of dynamic parameters of rock-fill materials considering interaction effects

More Information
  • Received Date: June 07, 2018
  • Published Date: October 24, 2019
  • A back analysis model considering interaction and radiation damping effects is proposed for dynamic parameters of earth-rock dams. In the model, the viscous-elastic artificial boundary combined with the equivalent node force method of ground motion input is used for achieving the wave motion input of semi-infinite site, and the multiple population genetic algorithm (MPGA) and the radial basis function neural network (RBF) are adopted. Using MPGA to optimize the dynamic parameters of the dam can effectively avoid the prematurity of the traditional genetic algorithm. The trained RBF is used to describe the mapping relationship between the model parameters and the response spectra of acceleration so as to reduce the computing time of parametric inversion. The inversion results of Liyutan dam in China show that the calculated settlements agree well with the measured data. The proposed model is feasible in back-analysis of dynamic parameters of earth-rock dams. The study shows that the dynamic shear modulus coefficient of the dam materials obtained from the rigid foundation model inversion and the indoor dynamic triaxial tests is small. The value of the indoor tests is much smaller and should be revised.
  • [1]
    张社荣, 何辉. 改进的遗传算法在堆石体参数反演中的应用[J]. 岩土力学, 2005, 26(2): 182-186.
    (ZHANG She-rong, HE Hui.Application of improved genetic algorithm to back analyzing parameters of rockfill[J]. Rock and Soil Mechanics, 2005, 26(2): 182-186. (in Chinese))
    [2]
    朱晟, 张美英, 戴会超. 土石坝沥青混凝土心墙力学参数反演分析[J]. 岩土力学, 2009, 30(3): 635-639.
    (ZHU Sheng, ZHANG Mei-ying, DAI Hui-chao.Back analysis of mechanical parameters for asphalt-concrete core earth-rock dam[J]. Rock and Soil Mechanics, 2009, 30(3): 635-639. (in Chinese))
    [3]
    康飞, 李俊杰, 许青. 堆石坝参数反演的蚁群聚类RBF网络模型[J]. 岩石力学与工程学报, 2009, 28(增刊2): 3639-3644.
    (KANG Fei, LI Jun-Jie, XU Qing.Ant colony clustering radial basis function network model for inverse analysisof rockfill dam[J]. Chinese Journal of Rock Mechanics and Engineering, 2009, 28(S2): 3639-3644. (in Chinese))
    [4]
    田明俊, 周晶. 基于蚁群算法的土石坝土体参数反演[J]. 岩石力学与工程学报, 2005, 25(8): 1411-1416.
    (TIAN Ming-jun, ZHOU Jing.Inversing soil mechanical parametersof embankment dam using ant colony algorithm[J]. Chinese Journal of Rock Mechanics and Engineering, 2005, 25(8): 1411-1416. (in Chinese))
    [5]
    李金凤, 杨启贵, 徐卫亚. 基于改进粒子群算法CHPSO-DS的面板坝堆石体力学参数反演[J]. 岩石力学与工程学报, 2008, 27(6): 1229-1235.
    (LI Jin-feng, YANG Qi-gui, XU Wei-ya.Back analyzing mechanical parameters of rockfill based on modified particle swarm optimization CHPSO-DS[J]. Chinese Journal of Rock Mechanics and Engineering, 2008, 27(6): 1229-1235. (in Chinese))
    [6]
    常晓林, 喻胜春, 马刚, 等. 基于粒子迁徙的粒群优化算法及其在岩土工程中的应用[J]. 岩土力学, 2011, 32(4): 1077-1082.
    (CHANG Xiao-lin, YU Sheng-chun, MA Gang, et al.Particle swarm optimization based on particle migration and its application to geotechnical engineering[J]. Rock and Soil Mechanics, 2011, 32(4): 1077-1082. (in Chinese))
    [7]
    马刚, 常晓林, 周伟, 等. 高堆石坝瞬变-流变参数三维全过程联合反演方法及变形预测[J]. 岩土力学, 2012, 33(6): 1889-1895.
    (MA Gang, CHANG Xiao-lin, ZHOU Wei, et al.Integrated inversion of instantaneous and rheological parameters and deformation prediction of high rockfill dam[J]. Rock and Soil Mechanics, 2012, 33(6): 1889-1895. (in Chinese))
    [8]
    张丙印, 袁会娜, 李全明. 基于神经网络和演化算法的土石坝位移反演分析[J]. 岩土力学, 2005, 26(4): 547-552.
    (ZHANG Bing-yin, YUAN Hui-na, LI Quan-ming.Displacement back analysis of embankment dam based on neural network and evolutionary algorithm[J]. Rock and Soil Mechanics, 2005, 26(4): 547-552. (in Chinese))
    [9]
    迟世春, 朱叶. 面板堆石坝瞬时变形和流变变形参数的联合反演[J]. 水利学报, 2016(1): 18-27.
    (CHI Shi-chun, ZHU Ye.Back-analysis of instantaneous and rheological deformation parameters for concrete faced rockfill dams[J]. Journal of Hydraulic Engineering, 2016(1): 18-27. (in Chinese))
    [10]
    朱晟, 杨鸽, 周建平, 等. “5·12”汶川地震紫坪铺面板堆石坝静动力初步反演研究[J]. 四川大学学报(工程科学版), 2010, 42(5): 113-119.
    (ZHU Sheng, YANG Ge, ZHOU Jian-ping, et al.Back analysis on static and dynamic characteristics of Zipingpu CFRD under“5·12”Wenchuan Earthquake[J]. Journal of Sichuan University (Engineering Science Edition), 2010, 42(5): 113-119. (in Chinese))
    [11]
    汪旭, 康飞, 李俊杰. 土石坝地震永久变形参数反演方法研究[J]. 岩土力学, 2014, 35(1): 279-286.
    (WANG Xu, KANG Fei, LI Jun-jie.Back analysis of earthquake-induced permanent deformation parameters of earth-rock dams[J]. Rock and Soil Mechanics, 2014, 35(1): 279-286. (in Chinese))
    [12]
    刘振平, 迟世春, 赵显波, 等. 鲤鱼潭大坝坝料动力参数反演[J]. 岩土工程学报, 2015, 37(4): 761-768.
    (LIU Zhen-ping, CHI Shi-chun, ZHAO Xian-bo, et al.Back analysis of dynamic parameters of Liyutan dam materials[J]. Chinese Journal of Geotechnical Engineering, 2015, 37(4): 761-768. (in Chinese))
    [13]
    田强. 土石坝动力参数的反演算法研究[D]. 大连: 大连理工大学, 2012.
    (TIAN Qiang.The research of inversion algorithms on dynamic parameters of earth-rock dam[D]. Dalian: Dalian University of Technology, 2012. (in Chinese))
    [14]
    陈厚群. 坝址地震动输入机制探讨[J]. 水利学报, 2006, 37(12): 1417-1423.
    (CHEN Hou-qun.Discussion on seismic input mechanism at dam site[J]. Journal of Hydraulic Engineering, 2006, 37(12): 1417-1423. (in Chinese))
    [15]
    孔宪京, 邹德高, 刘京茂. 高土石坝抗震安全评价与抗震措施研究进展[J]. 水力发电学报, 2016, 35(7): 1-14.
    (KONG Xian-jing, ZOU De-gao, LIU Jing-mao.Developments in seismic safety evaluation methods and aseismic measures for high rockfill dams[J]. Journal of Hydroelectric Engineering, 2016, 35(7): 1-14. (in Chinese))
    [16]
    吴健, 金峰, 张楚汉, 等. 无限地基辐射阻尼对溪洛渡拱坝地震响应的影响[J]. 岩土工程学报, 2002, 24(6): 716-719.
    (WU Jiang, JING Feng, ZHANG Chun-han, et al.Effects of radiation damping of infinite foundation on seismic response of the Xiluodu arch dam[J]. Journal of Geotechnical Engineering, 2002, 24(6): 716-719. (in Chinese))
    [17]
    李宏恩, 李同春, 田景元, 等. 黏-弹性人工边界在双江口土石坝动力分析中的应用[J]. 岩土力学, 2008, 29(增刊1): 193-196.
    (LI Hong-en, LI Tong-chun, TIAN Jing-yuan, et al.Application of viscoelastic artifical boundary to dynamic response analysis of Shuangjiangkou rock-fill dam[J]. Rock and Soil Mechanics, 2008, 29(S1): 193-196. (in Chinese))
    [18]
    王进廷, 潘坚文, 张楚汉. 地基辐射阻尼对高拱坝非线性地震反应的影响[J]. 水利学报, 2009, 40(4): 413-420.
    (WANG Jing-ting, PAN Jian-wen, ZHANG Chunhan.Effect of radiation damping on nonlinear response of high arch dams[J]. Journal of Hydraulic Engineering, 2009, 40(4): 413-420. (in Chinese))
    [19]
    余翔, 孔宪京, 邹德高, 等. 土石坝-覆盖层-基岩体系动力相互作用研究[J]. 水利学报, 2018, 49(11): 1378-1385, 1395.
    (YU Xiang, KONG Xian-jing, ZOU De-gao, et al.Study on the dynamic interaction of earth dam- overburden-bedrock system[J]. Journal of Hydraulic Engineering, 2018, 49(11): 1378-1385, 1395. (in Chinese))
    [20]
    中国水力发电工程学会水工及水电站建筑物专业委员会. 利用覆盖层建坝的实践与发展[M]. 北京: 中国水利水电出版社, 2009.
    (Professional Committee on Hydraulic and Hydropower Buildings of China Society for Hydropower Engineering. The practice and development of dam with alluvium[M]. Beijing: China Water & Power Press, 2009. (in Chinese))
    [21]
    SEED H B, IDRISS I M.Influence of soil conditions on ground motions during earthquakes[J]. Journal of the Soil Mechanics & Foundations Division, 1969, 95(1): 99-138.
    [22]
    陈崇茂. 土石坝料的变参数R-O模型及其热力学解释[D]. 大连: 大连理工大学, 2011.
    (CHEN Chong-mao.R-O model with varying parameters for dam materials and its thermodynamic explanation[D]. Dalian: Dalian University of Technology, 2011. (in Chinese))
    [23]
    孔宪京, 娄树莲, 邹德高, 等. 筑坝堆石料的等效动剪切模量与等效阻尼比[J]. 水利学报, 2001(8): 20-25.
    (KONG Xian-jing, LOU Shu-lian, ZHOU Dei-gao, et al.The equivalent dynamic shear modulus and equivalent damping ratio of the rockfill for dam[J]. Journal of Hydraulic Engineering, 2001(8): 20-25. (in Chinese))
    [24]
    刘晶波, 谷音, 杜义欣. 一致黏弹性人工边界及黏弹性边界单元[J]. 岩土工程学报, 2006, 28(9): 1070-1075.
    (LIU Jing-bo, GU Yin, DU Yi-xin.Consistent viscous-spring artificial boundaries and viscous-spring boundary elements[J]. Chinese Journal of Geotechnical Engineering, 2006, 28(9): 1070-1075. (in Chinese))
    [25]
    何建涛, 马怀发, 张伯艳, 等. 黏弹性人工边界地震动输入方法及实现[J]. 水利学报, 2010, 41(8): 960-969.
    (HE Jian-tao, MA Huai-fa, ZHANG Bo-yan, et al.Method and realization of seismic motion input of viscous-spring boundary[J]. Journal of Hydraulic Engineering, 2010, 41(8): 960-969. (in Chinese))
    [26]
    BARDET J P, ICHII K, LIN C H.EERA: a computer program for equivalent-linear earthquake site response analyses of layered soil deposites[R]. Los Angeles: Department of Civil Engineering, University of Southern California, 2000.
    [27]
    周明, 孙树栋. 遗传算法原理及应用[M]. 北京: 国防工业出版社, 1999.
    (ZHOU Ming, SUN Shu-dong.The principle and application of genetic algorithm[M]. Beijing: National Defense Industry Press, 1999. (in Chinese))
    [28]
    POTTS J C, GIDDENS T D, YADAV S B.The development and evaluation of an improved genetic algorithm based on migration and artificial selection[J]. IEEE Transactions on Systems Man & Cybernetics, 1994, 24(1): 73-86.
    [29]
    张徳丰. MATLAB神经网络应用设计[M]. 北京: 机械工业出版社, 2009.
    (ZHANG De-feng.MATLAB neural network design[M]. Beijing: Mechanical Industry Press, 2009. (in Chinese))
    [30]
    台湾省中区水资源局. 鲤鱼潭水库施工中安全评估计划总报告书[R]. 台中: 中区水资源局, 1993.
    (Central Water Resources Office. The overall safety assessment report of Liyutan Reservoir during construction[R]. Taichung: Central Water Resources Office, 1993. (in Chinese))
    [31]
    孙静, 袁晓铭, 陶夏新. 室内和现场测试最大动剪切模量差别的试验研究[J]. 土木工程学报, 2012, 45(增刊1): 258-262.
    (SUN Jing, YUAN Xiao-ming, TAO Xia-xin.Comparative study on laboratory and field test of maximum dynamic shear modulus[J]. China Civil Engineering Journal, 2012, 45(S1): 258-262. (in Chinese))
  • Cited by

    Periodical cited type(6)

    1. 张宏洋,韩鹏举,马聪,陶元浩,李桐,丁泽霖,韩立炜,张先起,张宪雷. 基于改进粒子群算法的土石坝动力参数反演研究. 水利水电技术(中英文). 2023(06): 110-123 .
    2. 陈晓斌,谢康,尧俊凯,惠潇涵,王业顺,邓志兴. 基于能量最小原则的高铁填料压实过程振动参数优化. 中南大学学报(自然科学版). 2023(09): 3731-3742 .
    3. 江巍,欧阳晔,闫金洲,王志俭,刘立鹏. 边坡岩土体抗剪强度的逆向迭代修正反演方法. 岩土力学. 2022(08): 2287-2295 .
    4. 周新杰,孙新建,郭华世,李巧英,官志轩. 神经网络响应面在堆石坝流变反演中的应用. 水力发电学报. 2021(03): 113-123 .
    5. 王茂华,迟世春,周雄雄. 基于地震记录和SSI方法的高土石坝模态识别. 岩土工程学报. 2021(07): 1279-1287 . 本站查看
    6. CAI Run,PENG Tao,WANG Qian,HE Fanmin,ZHAO Duoying. Simulation of Silty Clay Compressibility Parameters Based on Improved BP Neural Network Using Bayesian Regularization. Earthquake Research in China. 2020(03): 378-393 .

    Other cited types(7)

Catalog

    Article views (238) PDF downloads (134) Cited by(13)
    Related

    /

    DownLoad:  Full-Size Img  PowerPoint
    Return
    Return