基于Box-Behnken设计响应面的水力胶结砂砾细观参数反分析研究

IF 1.9 4区 材料科学 Q3 Materials Science Science and Engineering of Composite Materials Pub Date : 2022-01-01 DOI:10.1515/secm-2022-0008
Lixia Guo, Yuhang Guo, L. Zhong, Jiantao Zhu
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引用次数: 3

摘要

摘要胶结砂砾是一种新型筑坝材料。针对传统的介相参数反演方法过程繁琐、计算时间长等问题,提出了一种基于Box-Behnken响应面的介相参数反演方法。通过构建不同反演参数(骨料弹性模量、砂浆与界面弹性模量、界面抗拉强度)的响应面模拟试验方案,采用随机骨料模型完成损伤过程的数值模拟,得到不同的结果。验证了响应变量(不同加载时间下的应力)与自变量(反演参数)之间的方程,验证了响应模型的合理性;分析了不同阶段中间相参数对试样力学性能的作用机理。将试验结果引入响应面模型,通过反分析得到细观参数。利用该参数进行数值模拟得到的应力-应变曲线在峰值应力处误差为1.1%,在峰值应变处误差为3.27%。该方法精度高,测试组数量远少于其他常规反演方法,具有在地下储层中应用的可行性。
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Research on back analysis of meso-parameters of hydraulic cemented sand and gravel based on Box-Behnken design response surface
Abstract Cemented sand and gravel (CSG) is a new type of dam-building material. Aiming at the cumbersome process and long calculation time of traditional methods to invert the meso-parameters, a mesophase parameter inversion method based on Box-Behnken Design response surface was proposed. By constructing a response surface simulation test scheme with different inversion parameters (elastic modulus of aggregates, mortars and interfaces, and interfacial tensile strength), the stochastic aggregate model is used to complete the numerical simulation of the damage process, and different results are obtained. The equation between the response variable (stress at different loading times) and the independent variable (inversion parameter) was verified, and the rationality of the response model was verified; the action mechanism of mesophase parameters at different stages on the mechanical properties of the specimen was analysed. The test results are brought into the response surface model, and the meso-parameters are obtained by inverse analysis. The stress–strain curve obtained by numerical simulation with this parameter has an error of 1.1% at the peak stress and 3.27% at the peak strain. The accuracy is high, the number of test groups is much smaller than other conventional inversion methods, and has feasibility of application in CSG.
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来源期刊
Science and Engineering of Composite Materials
Science and Engineering of Composite Materials 工程技术-材料科学:复合
CiteScore
3.10
自引率
5.30%
发文量
0
审稿时长
4 months
期刊介绍: Science and Engineering of Composite Materials is a quarterly publication which provides a forum for discussion of all aspects related to the structure and performance under simulated and actual service conditions of composites. The publication covers a variety of subjects, such as macro and micro and nano structure of materials, their mechanics and nanomechanics, the interphase, physical and chemical aging, fatigue, environmental interactions, and process modeling. The interdisciplinary character of the subject as well as the possible development and use of composites for novel and specific applications receives special attention.
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