基于改进响应面的邓肯张E-B模型参数全局敏感性分析
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(1.河海大学水利水电学院,江苏 南京210098;2.云南省滇中引水工程有限公司,云南 昆明650051;3.淮安区运西水利管理所,江苏 淮安223299 )

作者简介:

冯亚新(1998—),男,硕士研究生,主要从事水利工程渗流特性分析控制方法研究。E-mail:294581753@qq.com

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中图分类号:

TV641.2+2

基金项目:

国家自然科学基金雅砻江联合基金(U1765205);国家重点研发计划(2019YFC1510802);国家自然科学基金面上项目(52179130)


Global sensitivity analysis of parameters in Duncan-Chang E-B model based on improved response surface
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(1.College of Water Conservancy and Hydropower Engineering, Hohai University, Nanjing 210098, China;2.Central Yunnan Provincial Water Diversion Project Co., Ltd., Kunming 650051, China;3.Huai’an District Yunxi Water Management Institute, Huai’an 223299, China)

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    摘要:

    为研究邓肯张E-B 模型参数及参数之间的交互作用对大坝变形的影响,以某均质黄土坝为研究对象,利用改进的响应面方法分析了邓肯张 E-B 模型参数的全局敏感性。通过部分因子设计筛选出对土坝变形影响较为显著的5个参数为R f 、γ、φ0、K b 、K,再利用响应面方法中的中心复合设计对筛选结果做进一步的全局响应面分析,考察参数及参数之间的交互作用对土坝变形的影响。结果表明,R f 、γ、φ0是对大坝位移敏感性最强的3个参数,这3个参数之间的交互作用对于大坝变形的敏感性同样重要,且高于单个因素的敏感性,在类似工程计算中应考虑参数之间的交互作用。

    Abstract:

    In order to study the influence of Duncan-Chang E-B model parameters and their interactions on dam deformation, the global sensitivity of parameters in Duncan-Chang E-B model was studied using the improved response surface method for a homogeneous loess dam. Firstly, five parameters including R f, γ, φ 0, K b and K , which have significant influence on the deformation of earth dam were screened out by fractional factorial design. Then the central composite design in the response surface method was used to conduct further global response surface analysis on the screening results and investigate the influence of parameters and their interaction on the deformation of earth dams. The results show that R f, γ and φ 0 are the three most sensitive parameters to dam displacement, and the interaction between them is also significantly sensitive to dam deformation, which is greater than the sensitivity of a single factor. Therefore, the interaction between the parameters should be considered in similar engineering calculations.

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冯亚新,江兆强,孙一清,等.基于改进响应面的邓肯张E-B模型参数全局敏感性分析[J].水利水电科技进展,2023,43(2):44-50, 81.(FENG Yaxin, JIANG Zhaoqiang, SUN Yiqing, et al. Global sensitivity analysis of parameters in Duncan-Chang E-B model based on improved response surface[J]. Advances in Science and Technology of Water Resources,2023,43(2):44-50, 81.(in Chinese))

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  • 收稿日期:2022-05-25
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  • 在线发布日期: 2023-03-10
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