CN117421860A - Unified characterization method for multi-type shear curve of roadbed soil under complex conditions - Google Patents
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Abstract
本发明公开了一种复杂条件下路基土多类型剪切曲线的统一表征方法,包括:设计能全面覆盖路基土可能的考虑含水率、压实度、围压、剪切速率的路基土单调加载试验方案,并通过试验获得不同工况下路基土的剪切曲线,明确各因素分别对路基土剪切曲线的影响特点;基于不同工况下的剪切曲线,提出能统一描述路基土复杂条件下应变硬化、应变稳定、应变软化三种类型剪切曲线的数学模型;利用不同工况下的试验数据对建立的数学模型进行拟合,得到不同工况下的模型参数,并建立模型参数与含水率、压实度、围压、剪切速率间的多元多形式函数关系;通过建立的数学模型以及多元函数关系,表征复杂条件下路基土不同类型的剪切曲线,提高了计算效率和收敛性。
The invention discloses a unified characterization method for multi-type shear curves of subgrade soil under complex conditions, including: designing a monotonic loading of subgrade soil that can fully cover the subgrade soil and possibly consider moisture content, compaction, confining pressure, and shear rate. Test plan, and through experiments, the shear curves of the subgrade soil under different working conditions were obtained, and the influence characteristics of each factor on the shear curve of the subgrade soil were clarified; based on the shear curves under different working conditions, a unified description of the complex conditions of the subgrade soil was proposed. Mathematical models of three types of shear curves: strain hardening, strain stabilization, and strain softening; use test data under different working conditions to fit the established mathematical model, obtain model parameters under different working conditions, and establish model parameters and Multivariate and multiform functional relationships among moisture content, compaction, confining pressure, and shear rate; through established mathematical models and multivariate functional relationships, different types of shear curves of subgrade soil under complex conditions are characterized, improving calculation efficiency and convergence. sex.
Description
技术领域Technical field
本发明属于道路工程技术领域,涉及一种复杂条件下路基土多类型剪切曲线的统一表征方法。The invention belongs to the technical field of road engineering and relates to a unified representation method of multi-type shear curves of subgrade soil under complex conditions.
背景技术Background technique
在复杂环境与外界荷载影响下,土体抗剪能力弱化导致路基永久应变非安定累积、边坡失稳滑塌及过大沉降变形等问题频发,致使作为路面基础的路基未能发挥应有的坚实耐久等功能,造成道路结构出现车辙及开裂等诸多病害,严重影响道路运输的稳定性与安全性。从本源来看,路基病害产生均因路基土抗剪能力弱化所致,而剪切曲线则是分析路基土抗剪能力的基础与源头。由于路基土所处的复杂环境、应力状态以及因施工快慢所引起的不同受剪速度,使得路基土的剪切曲线在不同工况下表现出应变硬化、应变稳定、应变软化三种类型,对其合理有效的表征描述是目前道路工程领域持续关注的重要问题。Under the influence of complex environments and external loads, the weakening of soil shear resistance leads to unsteady accumulation of permanent strain in the roadbed, slope instability and collapse, and excessive settlement and deformation. As a result, the roadbed as the foundation of the road fails to perform its due role. Due to its solid and durable properties, it has caused many diseases such as rutting and cracking in the road structure, seriously affecting the stability and safety of road transportation. From the perspective of origin, subgrade diseases are caused by the weakening of the shear resistance of the subgrade soil, and the shear curve is the basis and source of analyzing the shear resistance of the subgrade soil. Due to the complex environment and stress state of the subgrade soil and the different shear speeds caused by the speed of construction, the shear curve of the subgrade soil shows three types: strain hardening, strain stability, and strain softening under different working conditions. Its reasonable and effective characterization is an important issue that continues to concern the field of road engineering.
冻融循环下粉砂土应力-应变归一化特性研究(常丹,等.岩土力学,2015,36(12):3500-3505+3515.)以传统邓肯-张模型为基础针对粉砂土提出了仅能考虑冻融循环与围压影响的应变硬化型曲线的归一化描述方法,但无法考虑因路基湿化及不同填筑速率带来的含水率、压实度及剪切速率的影响,且所提模型不适用于应变软化曲线,若需要描述软化曲线则必须使用其他模型,导致采用多个表达式对不同类型剪切曲线分开描述,此时,将不同类型的表达式嵌入到各个有限元计算平台中开展数值计算时,现有方法需先根据土体的应力状态判断土体所处的变形类型,然后再根据设置的判断依据选取不同的表达式来模拟土体不同类型的变形曲线,一旦各个表达式的维数较多或计算模型的网格较为密集,需要判断和迭代的次数必将大幅增加,不但计算的成本很高而且计算的耗时很长,且计算过程容易因为不收敛性而被动停止。干湿-冻融循环下延吉膨胀岩的力学特性及其应力-应变归一化(曾志雄,等.岩土力学,2018,39(08):2895-2904.)针对膨胀土提出了考虑冻融循环与围压影响的应变硬化、应变稳定、应变软化三种类型剪切曲线的归一化描述方法,但也未考虑含水率、压实度、剪切速率的影响,同时试验时的围压水平基本处于200~400kPa之间,这与路基所处的低围压应力状态相差甚远,所得成果对地基等高围压场景有较好的指导性,与路基的工程实际特点区别很大,且膨胀岩不可用于填筑路基,导致该现有技术不适用于表征路基土应变硬化、应变稳定、应变软化三种类型剪切曲线。申请号为202310004989.2的中国发明专利公开了一种仅能考虑围压与纤维含量及长度影响的红黏土硬化曲线,对含水率、压实度、剪切速率的影响以及应变软化曲线的可用性缺失。冻结砂土的应力-应变关系及非线性莫尔强度准则(赖远明,等.岩石力学与工程学报,2007,187(8):1612-1617.)公开了能同时描述冻土应变硬化、应变稳定、应变软化三种类型剪切曲线的模型,但仍无法对不同含水率、压实度、剪切速率下的剪切曲线统一表征。针对目前尚无能同时描述不同含水率、压实度、围压、剪切速率下路基土应变硬化、应变稳定、应变软化三种类型剪切曲线的难题,急需开发一种复杂条件下路基土多类型剪切曲线的统一表征方法。Research on the stress-strain normalization characteristics of silt soil under freeze-thaw cycles (Chang Dan, et al. Geomechanics, 2015, 36(12): 3500-3505+3515.) Based on the traditional Duncan-Zhang model, the Soil proposed a normalized description method of the strain hardening curve that can only consider the effects of freeze-thaw cycles and confining pressure, but cannot take into account the moisture content, compaction degree and shear rate caused by subgrade humidification and different filling rates. influence, and the proposed model is not suitable for strain softening curves. If you need to describe the softening curve, you must use other models, resulting in the use of multiple expressions to describe different types of shear curves separately. At this time, different types of expressions are embedded When performing numerical calculations on various finite element calculation platforms, existing methods need to first determine the deformation type of the soil based on the stress state of the soil, and then select different expressions to simulate different types of soil based on the set judgment criteria. The deformation curve of It is easy to stop passively due to lack of convergence. Mechanical properties and stress-strain normalization of Yanji expansive rocks under dry-wet-freeze-thaw cycles (Zeng Zhixiong, et al. Rock and Soil Mechanics, 2018, 39(08): 2895-2904.) A method considering freezing was proposed for expansive soils. This method is a normalized description method for three types of shear curves: strain hardening, strain stabilization, and strain softening affected by melt cycles and confining pressure. However, it does not consider the effects of moisture content, compaction, and shear rate. At the same time, the confinement during the test is not considered. The pressure level is basically between 200 and 400kPa, which is far from the low confining stress state of the subgrade. The results obtained have good guidance for high confining pressure scenarios such as foundations, and are very different from the actual engineering characteristics of the subgrade. , and the expansion rock cannot be used to fill the roadbed, resulting in the existing technology being unsuitable for characterizing the three types of shear curves of strain hardening, strain stabilization, and strain softening of the roadbed soil. The Chinese invention patent with application number 202310004989.2 discloses a red clay hardening curve that can only consider the effects of confining pressure, fiber content and length. The effects on moisture content, compaction, shear rate and the usability of the strain softening curve are missing. The stress-strain relationship of frozen sand soil and the nonlinear Mohr strength criterion (Lai Yuanming, et al. Transactions of Rock Mechanics and Engineering, 2007, 187(8): 1612-1617.) have disclosed that they can simultaneously describe the strain hardening and strain stability of frozen soil. , three types of strain softening shear curve models, but it is still unable to uniformly characterize the shear curves under different moisture contents, compaction degrees, and shear rates. In view of the current problem that it is not possible to simultaneously describe the three types of shear curves of strain hardening, strain stabilization, and strain softening of subgrade soil under different moisture content, compaction degree, confining pressure, and shear rate, it is urgent to develop a multi-dimensional shear curve for subgrade soil under complex conditions. A unified characterization method for type shear curves.
发明内容Contents of the invention
为了达到上述目的,本发明提供一种复杂条件下路基土多类型剪切曲线的统一表征方法,解决了目前尚无能同时描述不同含水率、压实度、围压、剪切速率下路基土应变硬化、应变稳定、应变软化三种类型剪切曲线的问题。In order to achieve the above objectives, the present invention provides a unified characterization method for multi-type shear curves of subgrade soil under complex conditions, solving the problem that currently there is no way to simultaneously describe the strain of subgrade soil under different moisture content, compaction degree, confining pressure and shear rate. Problems with three types of shear curves: hardening, strain stabilization, and strain softening.
为解决上述技术问题,本发明所采用的技术方案是,复杂条件下路基土多类型剪切曲线的统一表征方法,包括以下步骤:In order to solve the above technical problems, the technical solution adopted by the present invention is a unified characterization method of multi-type shear curves of subgrade soil under complex conditions, which includes the following steps:
步骤S1:设计能全面覆盖路基土可能的考虑含水率、压实度、围压、剪切速率的路基土单调加载试验方案,并通过试验获得不同工况即不同含水率、压实度、围压、剪切速率下路基土的剪切曲线,明确含水率、压实度、围压、剪切速率分别对路基土剪切曲线的影响特点;Step S1: Design a monotonic loading test plan for subgrade soil that can fully cover the subgrade soil, taking into account moisture content, compaction degree, confining pressure, and shear rate, and obtain different working conditions through experiments, that is, different moisture content, compaction degree, confining pressure, and shear rate. The shear curve of subgrade soil under pressure and shear rate, and the influence characteristics of moisture content, compaction degree, confining pressure, and shear rate on the shear curve of subgrade soil respectively;
步骤S2:基于步骤S1中得到的不同工况下的剪切曲线,提出能统一描述路基土复杂条件下应变硬化、应变稳定、应变软化三种类型剪切曲线的数学模型;Step S2: Based on the shear curves under different working conditions obtained in step S1, propose a mathematical model that can uniformly describe the three types of shear curves: strain hardening, strain stabilization, and strain softening under complex conditions of subgrade soil;
步骤S3:利用步骤S1中不同工况下的试验数据对步骤S2中建立的数学模型进行拟合,得到不同工况下的模型参数,并建立模型参数与含水率、压实度、围压、剪切速率等因素间的多元多形式函数关系;Step S3: Use the test data under different working conditions in step S1 to fit the mathematical model established in step S2, obtain the model parameters under different working conditions, and establish the relationship between the model parameters and the moisture content, compaction degree, confining pressure, Multivariate and multi-form functional relationships among factors such as shear rate;
步骤S4:通过步骤S2~S3建立的数学模型以及多元函数关系,表征不同含水率、压实度、围压等复杂条件下路基土应变硬化、应变稳定、应变软化三种类型的剪切曲线。Step S4: Characterize the three types of shear curves of strain hardening, strain stability, and strain softening of the subgrade soil under complex conditions such as different moisture contents, compaction degrees, and confining pressures through the mathematical model and multivariate functional relationships established in steps S2 to S3.
进一步的,步骤S2提出了如下式所示的能够统一描述路基土复杂条件下应变硬化、应变稳定、应变软化三种类型剪切曲线的数学模型:Further, step S2 proposes a mathematical model as shown in the following formula that can uniformly describe the three types of shear curves: strain hardening, strain stabilization, and strain softening under complex conditions of subgrade soil:
其中:σ为轴向应力;ε为轴向应变;p、q、k为模型参数。Among them: σ is the axial stress; ε is the axial strain; p, q, and k are model parameters.
进一步的,步骤S3建立了模型参数p、q、k与含水率、压实度、围压之间的如下式所示的多元函数关系:Further, step S3 establishes a multivariate functional relationship between the model parameters p, q, k and moisture content, compaction degree, and confining pressure as shown in the following formula:
其中,w为含水率,OMC为最佳含水率,K为压实度,σ3为围压。Among them, w is the moisture content, OMC is the optimal moisture content, K is the compaction degree, and σ 3 is the confining pressure.
进一步的,步骤S1中:Further, in step S1:
路基土单调加载试验方案中,将含水率水平选定为1.0OMC、1.2OMC、1.4OMC、1.6OMC,将压实度水平选定为87%、90%、93%、96%,将围压水平选定为30kPa、60kPa、90kPa、120kPa,将剪切速率水平选定为0.50%min-1、0.70%min-1、0.85%min-1及1.00%min-1,设计的单调加载试验方案见下表:In the monotonic loading test plan of subgrade soil, the moisture content levels are selected as 1.0OMC, 1.2OMC, 1.4OMC, and 1.6OMC, the compaction level is selected as 87%, 90%, 93%, and 96%, and the confining pressure The levels are selected as 30kPa, 60kPa, 90kPa, and 120kPa, and the shear rate levels are selected as 0.50%min -1 , 0.70%min -1 , 0.85%min -1 and 1.00%min -1 . The designed monotonic loading test plan See table below:
;;
单调加载试验采用不固结不排水的方式,当轴向应变达到15%时停止加载。The monotonic loading test adopts a non-consolidation and non-drainage method, and the loading is stopped when the axial strain reaches 15%.
进一步的,步骤S3中,利用步骤S1中不同工况下的试验数据对步骤S2中建立的数学模型进行拟合,拟合时采用Matlab数据分析中的规划求解功能,当决定系数达到最大值时拟合结束。Further, in step S3, the mathematical model established in step S2 is fitted using the test data under different working conditions in step S1. The planning solving function in Matlab data analysis is used during fitting. When the coefficient of determination reaches the maximum value Fitting ends.
本发明的有益效果是:The beneficial effects of the present invention are:
1、抓住了不同工况下不同类型剪切曲线的共性,提出用直线描述剪切曲线的线弹性阶段、用双曲线描述剪切曲线的塑性部分、用常数部分调整适应性的能够统一描述路基土应变硬化、应变稳定、应变软化三种类型剪切曲线的数学模型,仅用一个统一的表达式即可实现对路基土不同类型剪切曲线的描述,不需要事先判断路基土的变形类型,而且模型参数意义明确、获取简单,极大的提高了计算效率和计算的收敛性,节省了路基变形分析、边坡安全系数等等实际问题分析时的计算时间;发现了路基场景下剪切速率对土体剪切曲线影响很小这一现象,试验证明了剪切曲线模型建立时可以不考虑剪切速率这一变量,合理减少了模型的影响因素,提高了预估效率;而且,建立了剪切曲线统一模型的参数p、q、k与含水率、压实度、围压之间的关系方程,实现了可根据路基土所处的物理状态与应力状态即可快速得到对应工况下的剪切曲线,解决了目前尚无能同时描述不同含水率、压实度、围压、剪切速率下路基土应变硬化、应变稳定、应变软化三种类型剪切曲线的问题,为急需得到土体剪切曲线以及由剪切曲线得到的一系列抗剪性能指标的工程灾害及参建单位提供了明显的工程便利,具有很高的实用价值;1. Seizing the commonality of different types of shear curves under different working conditions, it is proposed to use straight lines to describe the linear elastic stage of the shear curve, use hyperbola to describe the plastic part of the shear curve, and use the constant part to adjust the adaptability to a unified description. The mathematical model of three types of shear curves of strain hardening, strain stabilization and strain softening of subgrade soil can describe different types of shear curves of subgrade soil using only one unified expression, without the need to judge the deformation type of subgrade soil in advance. , and the model parameters have clear meaning and are easy to obtain, which greatly improves the calculation efficiency and calculation convergence, and saves calculation time in the analysis of practical problems such as subgrade deformation analysis, slope safety factor, etc.; the shear under subgrade scenarios was discovered The rate has little effect on the soil shear curve. Experiments have proved that the shear rate variable can be ignored when establishing the shear curve model, which reasonably reduces the influencing factors of the model and improves the prediction efficiency; moreover, the establishment of The relationship equation between the parameters p, q, k of the unified shear curve model and the moisture content, compaction degree, and confining pressure is established, and the corresponding working conditions can be quickly obtained according to the physical state and stress state of the subgrade soil. The shear curve under different moisture content, compaction degree, confining pressure, and shear rate has not been able to describe the three types of shear curves of subgrade soil at the same time: strain hardening, strain stability, and strain softening. It is an urgent need to obtain the shear curve. The soil shear curve and a series of shear resistance performance indicators obtained from the shear curve provide obvious engineering convenience for engineering disasters and participating units and have high practical value;
2、设计的试验方案完全针对路基的实际场景所提出,特别是围压水平根据路基的低围压特点设置为30kPa、60kPa、90kPa、120kPa,避免了现有技术在高围压水平下开展试验得到的现象、结论、模型应用于路基土剪切变形分析时因实际特点不同而带来的不兼容等问题,避免了使用高围压条件所得的技术在指导路基工程时的较大偏差;2. The designed test plan is completely based on the actual scenario of the subgrade. In particular, the confining pressure level is set to 30kPa, 60kPa, 90kPa, and 120kPa according to the low confining pressure characteristics of the subgrade, which avoids the existing technology to conduct tests at high confining pressure levels. The obtained phenomena, conclusions, and models are used to analyze incompatibility of subgrade soil shear deformation due to different actual characteristics. This avoids large deviations in guiding subgrade engineering using technologies obtained under high confining pressure conditions;
3、设计了能全面覆盖路基土剪切曲线影响因素的试验方案,该方案综合考虑了含水率、压实度、围压、剪切速率的影响,将试验时的土样个数缩减至40个即可揭示不同因素的影响,避免了四因素四水平全面试验中4×4×4×4=256个试件的巨大试验量,极大程度上减小了制样的繁琐过程、降低了单调剪切试验的难度、缩短了试验耗时、提高了研究效率。3. A test plan was designed that can fully cover the factors affecting the shear curve of the subgrade soil. This plan comprehensively considered the effects of moisture content, compaction, confining pressure, and shear rate, and reduced the number of soil samples during the test to 40. One can reveal the influence of different factors, avoiding the huge test volume of 4×4×4×4=256 specimens in the four-factor and four-level comprehensive test, greatly reducing the tedious process of sample preparation and reducing the cost. The difficulty of the monotonic shear test shortens the test time and improves the research efficiency.
附图说明Description of the drawings
为了更清楚地说明本发明实施例或现有技术中的技术方案,下面将对实施例或现有技术描述中所需要使用的附图作简单地介绍,显而易见地,下面描述中的附图仅仅是本发明的一些实施例,对于本领域普通技术人员来讲,在不付出创造性劳动的前提下,还可以根据这些附图获得其他的附图。In order to explain the embodiments of the present invention or the technical solutions in the prior art more clearly, the drawings needed to be used in the description of the embodiments or the prior art will be briefly introduced below. Obviously, the drawings in the following description are only These are some embodiments of the present invention. For those of ordinary skill in the art, other drawings can be obtained based on these drawings without exerting creative efforts.
图1是本实施例复杂条件下路基土多类型剪切曲线的统一表征方法的流程图。Figure 1 is a flow chart of the unified characterization method of multi-type shear curves of subgrade soil under complex conditions in this embodiment.
图2是本实施例复杂条件下路基土多类型剪切曲线的统一表征方法的试验流程图。Figure 2 is a test flow chart of the unified characterization method of multi-type shear curves of subgrade soil under complex conditions in this embodiment.
图3是不同含水率与不同围压下路基土试件的剪切曲线。Figure 3 shows the shear curves of subgrade soil specimens under different moisture contents and different confining pressures.
图4是不同压实度与不同围压下路基土试件的剪切曲线。Figure 4 shows the shear curves of subgrade soil specimens under different compaction degrees and different confining pressures.
图5是不同剪切速率与不同围压下路基土试件的剪切曲线。Figure 5 is the shear curve of the subgrade soil specimen under different shear rates and different confining pressures.
图6是剪切曲线统一模型的参数p随含水率、压实度、围压的变化规律。Figure 6 shows the variation pattern of parameter p of the unified shear curve model with moisture content, compaction degree, and confining pressure.
图7是剪切曲线统一模型的参数q随含水率、压实度、围压的变化规律。Figure 7 shows the variation pattern of parameter q of the unified shear curve model with moisture content, compaction degree, and confining pressure.
图8是剪切曲线统一模型的参数k随含水率、压实度、围压的变化规律。Figure 8 shows the variation pattern of parameter k of the unified shear curve model with moisture content, compaction degree, and confining pressure.
图9是剪切曲线统一模型的参数p、q、k的多元函数关系的预测效果。Figure 9 is the prediction effect of the multivariate functional relationship between the parameters p, q, and k of the shear curve unified model.
图10是剪切曲线统一模型的参数p、q、k的多元函数关系的验证结果。Figure 10 is the verification result of the multivariate functional relationship of the parameters p, q, and k of the shear curve unified model.
具体实施方式Detailed ways
下面将结合本发明实施例中的附图,对本发明实施例中的技术方案进行清楚、完整地描述,显然,所描述的实施例仅仅是本发明一部分实施例,而不是全部的实施例。基于本发明中的实施例,本领域普通技术人员在没有做出创造性劳动前提下所获得的所有其他实施例,都属于本发明保护的范围。The technical solutions in the embodiments of the present invention will be clearly and completely described below with reference to the accompanying drawings in the embodiments of the present invention. Obviously, the described embodiments are only some of the embodiments of the present invention, not all of them. Based on the embodiments of the present invention, all other embodiments obtained by those of ordinary skill in the art without creative efforts fall within the scope of protection of the present invention.
实施例1Example 1
本发明实施例一种复杂条件下路基土多类型剪切曲线的统一表征方法,如图1所示,具体按照以下步骤S1~S4进行。The embodiment of the present invention provides a unified characterization method for multi-type shear curves of subgrade soil under complex conditions, as shown in Figure 1, specifically following the following steps S1 to S4.
步骤S1:设计能全面覆盖路基土可能的考虑含水率、压实度、围压、剪切速率的路基土单调加载试验方案,并通过试验获得不同工况即不同含水率、压实度、围压、剪切速率下路基土的剪切曲线,明确各因素(含水率、压实度、围压、剪切速率)分别对路基土剪切曲线的影响特点:Step S1: Design a monotonic loading test plan for subgrade soil that can fully cover the subgrade soil, taking into account moisture content, compaction degree, confining pressure, and shear rate, and obtain different working conditions through experiments, that is, different moisture content, compaction degree, confining pressure, and shear rate. The shear curve of subgrade soil under pressure and shear rate, and the influence characteristics of each factor (moisture content, compaction degree, confining pressure, shear rate) on the shear curve of subgrade soil respectively:
根据路基湿度的平衡状态,以平衡含水率为基准并考虑湿化作用下路基湿度增加的事实,在最佳含水率(OMC)及湿测,将含水率水平选定为1.0OMC、1.2OMC、1.4OMC、1.6OMC;根据路基填筑时96%、94%、93%的分区要求并考虑服役期压实度的衰减,将压实度水平选定为87%、90%、93%、96%;考虑到多数情况下路基的填高普遍在6m左右,按每米20kPa将围压水平选定为30kPa、60kPa、90kPa、120kPa;将剪切速率水平选定为0.50%min-1、0.70%min-1、0.85%min-1及1.00%min-1以覆盖路基中可能的加载速率;According to the equilibrium state of the roadbed moisture, based on the equilibrium moisture content and considering the fact that the roadbed humidity increases under humidification, the moisture content levels are selected as 1.0OMC, 1.2OMC, 1.0OMC, 1.2OMC, 1.4OMC, 1.6OMC; according to the zoning requirements of 96%, 94%, and 93% during roadbed filling and considering the attenuation of compaction during the service period, the compaction level is selected as 87%, 90%, 93%, 96 %; considering that the filling height of the roadbed is generally around 6m in most cases, the confining pressure levels are selected as 30kPa, 60kPa, 90kPa, and 120kPa based on 20kPa per meter; the shear rate levels are selected as 0.50% min -1 and 0.70 %min -1 , 0.85%min -1 and 1.00%min -1 to cover possible loading rates in the subgrade;
根据击实试验结果确定路基土的最大干密度和最佳含水率(OMC),采用对开膜具在万能液压试验机下静压得到目标压实度与含水率下的试件,试件静置2天后采用不固结不排水的方式按照表1进行单调加载试验,当轴向应变达到15%时停止加载,进而根据剪切曲线试验结果分析各因素对剪切曲线的影响,其中,1~4组分析压实度的影响,1、5~7组分析含水率的影响,5、8~10分析剪切速率的影响,围压的影响在各组中均可反映。The maximum dry density and optimal moisture content (OMC) of the subgrade soil were determined based on the results of the compaction test. A split membrane tool was used to statically press the specimen under the universal hydraulic testing machine to obtain the specimen with the target compaction degree and moisture content. The specimen was statically pressed After being placed for 2 days, a monotonic loading test was carried out in accordance with Table 1 in a non-consolidated and non-drained manner. The loading was stopped when the axial strain reached 15%, and the influence of various factors on the shear curve was analyzed based on the shear curve test results. Among them, 1 Groups ∼4 analyze the influence of compaction, groups 1, 5-7 analyze the influence of moisture content, groups 5, 8-10 analyze the influence of shear rate, and the influence of confining pressure can be reflected in each group.
表1单调加载试验方案表Table 1 Monotonous loading test plan table
步骤S2:基于步骤S1中得到的不同工况下的剪切曲线,提出能统一描述路基土复杂条件下应变硬化、应变稳定、应变软化三种类型剪切曲线的数学模型;Step S2: Based on the shear curves under different working conditions obtained in step S1, propose a mathematical model that can uniformly describe the three types of shear curves: strain hardening, strain stabilization, and strain softening under complex conditions of subgrade soil;
步骤S3:利用步骤S1中不同工况下的试验数据对步骤S2中建立的数学模型进行拟合,得到不同工况下的模型参数,并建立模型参数与含水率、压实度、围压、剪切速率等因素间的多元多形式函数关系;Step S3: Use the test data under different working conditions in step S1 to fit the mathematical model established in step S2, obtain the model parameters under different working conditions, and establish the relationship between the model parameters and the moisture content, compaction degree, confining pressure, Multivariate and multi-form functional relationships among factors such as shear rate;
步骤S4:通过步骤S2~S3建立的数学模型以及多元函数关系,表征不同含水率、压实度、围压等复杂条件下路基土应变硬化、应变稳定、应变软化三种类型的剪切曲线:Step S4: Use the mathematical model and multivariate functional relationships established in steps S2 to S3 to characterize the three types of shear curves of strain hardening, strain stabilization, and strain softening of the subgrade soil under complex conditions such as different moisture contents, compaction degrees, and confining pressures:
将任意含水率、压实度、围压代入步骤S3建立的模型参数p、q、k与含水率、压实度、围压之间的多元函数关系,可求得任意含水率、压实度、围压组合下的模型参数p、q、k,从而通过步骤S2提出的数学模型表征复杂条件下路基土应变硬化、应变稳定、应变软化三种类型的剪切曲线。By substituting any moisture content, compaction degree and confining pressure into the multivariate functional relationship between the model parameters p, q, k established in step S3 and moisture content, compaction degree and confining pressure, any moisture content, compaction degree can be obtained , the model parameters p, q, and k under the combination of confining pressure, so that the mathematical model proposed in step S2 can be used to characterize the three types of shear curves of strain hardening, strain stabilization, and strain softening of the subgrade soil under complex conditions.
实施例2Example 2
本实施例提供一种复杂条件下路基土多类型剪切曲线的统一表征方法,包括以下步骤:This embodiment provides a unified characterization method for multi-type shear curves of subgrade soil under complex conditions, including the following steps:
以取自湖南长沙的低液限黏土为例,其基本物理参数如表2所示,由液限<50%、塑性指数<26可知实施例选取的试验土样为合格路基填土。Taking the low liquid limit clay taken from Changsha, Hunan as an example, its basic physical parameters are shown in Table 2. From the liquid limit <50% and the plasticity index <26, it can be seen that the test soil sample selected in the embodiment is qualified roadbed fill soil.
表2土样的基本物理参数Table 2 Basic physical parameters of soil samples
步骤S1:设计能全面覆盖路基土可能的考虑含水率、压实度、围压、剪切速率的路基土单调加载试验方案,并通过试验获得不同工况即不同含水率、压实度、围压、剪切速率下路基土的剪切曲线,明确各因素(含水率、压实度、围压、剪切速率)对路基土剪切曲线的影响特点:Step S1: Design a monotonic loading test plan for subgrade soil that can fully cover the subgrade soil, taking into account moisture content, compaction degree, confining pressure, and shear rate, and obtain different working conditions through experiments, that is, different moisture content, compaction degree, confining pressure, and shear rate. The shear curve of subgrade soil under pressure and shear rate, and the influence characteristics of various factors (moisture content, compaction degree, confining pressure, shear rate) on the shear curve of subgrade soil are clarified:
根据击实试验结果确定路基土的最大干密度为1.71g·cm-3、最佳含水率(OMC)为14.2%;试验方案参考实施例1的步骤S1:将试验土样的含水率水平选定为1.0OMC、1.2OMC、1.4OMC、1.6OMC;将试验土样的压实度水平选定为87%、90%、93%、96%;将试验围压水平选定为30kPa、60kPa、90kPa、120kPa;将剪切速率水平选定为0.50%min-1、0.70%min-1、0.85%min-1及1.00%min-1;采用对开膜具在万能液压试验机下分5层静压得到目标压实度与含水率下的试件,制件完成用保鲜膜密封后静置2天,然后在意大利WF公司生产的Triaxial-100/14三轴系统中采用不固结不排水的方式按照表1进行单调加载试验,试验流程中的主要步骤如图2所示,当轴向应变达到15%时停止加载,其中1~4组分析压实度的影响,1、5~7组分析含水率的影响,5、8~10分析剪切速率的影响,围压的影响在各组中均可反映:不同含水率与不同围压下试验土样的剪切曲线如图3所示,图3的(a)为30kPa围压下不同含水率的路基土试件的剪切曲线,图3的(b)为60kPa围压下不同含水率的路基土试件的剪切曲线,图3的(c)为90kPa围压下不同含水率的路基土试件的剪切曲线,图3的(d)为120kPa围压下不同含水率的路基土试件的剪切曲线,分析图3可知含水率与围压对剪切曲线影响显著,当含水率与围压改变时不仅剪切曲线的数值大小发生变化,曲线的类型也发生改变,不同工况下出现了应变硬化、应变稳定、应变软化三种类型;不同压实度与不同围压下试验土样的剪切曲线如图4所示,图4的(a)为30kPa围压下不同压实度的路基土试件的剪切曲线,图4的(b)为60kPa围压下不同压实度的路基土试件的剪切曲线,图4的(c)为90kPa围压下不同压实度的路基土试件的剪切曲线,图4的(d)为120kPa围压下不同压实度的路基土试件的剪切曲线,同理分析如4可知,压实度对剪切曲线也有显著影响;不同剪切速率与不同围压下试验土样的剪切曲线如图5所示,图5的(a)为30kPa围压下不同剪切速率的路基土试件的剪切曲线,图5的(b)为60kPa围压下不同剪切速率的路基土试件的剪切曲线,图5的(c)为90kPa围压下不同剪切速率的路基土试件的剪切曲线,图5的(d)为120kPa围压下不同剪切速率的路基土试件的剪切曲线,可以发现剪切速率改变并未影响剪切曲线的类型和数值大小,不同剪切速率下的试验曲线较为贴合;According to the compaction test results, it is determined that the maximum dry density of the subgrade soil is 1.71g·cm -3 and the optimal moisture content (OMC) is 14.2%; the test plan refers to step S1 of Example 1: select the moisture content level of the test soil sample Set as 1.0OMC, 1.2OMC, 1.4OMC, 1.6OMC; the compaction level of the test soil sample is selected as 87%, 90%, 93%, 96%; the test confining pressure level is selected as 30kPa, 60kPa, 90kPa, 120kPa; select the shear rate levels as 0.50%min -1 , 0.70%min -1 , 0.85%min -1 and 1.00%min -1 ; use a split membrane tool to divide into 5 layers under the universal hydraulic testing machine Static pressure was used to obtain the test piece at the target compaction degree and moisture content. After the piece was completed, it was sealed with plastic wrap and left to stand for 2 days. Then, it was used in the Triaxial-100/14 triaxial system produced by the Italian WF company to use non-consolidation and non-drainage. Carry out a monotonic loading test according to Table 1. The main steps in the test process are shown in Figure 2. Stop loading when the axial strain reaches 15%. Groups 1 to 4 analyze the impact of compaction, 1, 5 to 7 Groups 5, 8 to 10 analyze the influence of shear rate. The influence of confining pressure can be reflected in each group: the shear curves of test soil samples under different moisture contents and different confining pressures are shown in Figure 3. As shown, Figure 3 (a) is the shear curve of subgrade soil specimens with different moisture contents under the confining pressure of 30kPa, and Figure 3 (b) is the shear curve of the subgrade soil specimens with different moisture contents under the confining pressure of 60kPa. Figure 3 (c) is the shear curve of subgrade soil specimens with different moisture contents under the confining pressure of 90kPa. Figure 3 (d) is the shear curve of the subgrade soil specimens with different moisture contents under the confining pressure of 120kPa. Analysis diagram 3 It can be seen that the moisture content and confining pressure have a significant impact on the shear curve. When the moisture content and confining pressure change, not only the numerical value of the shear curve changes, but the type of the curve also changes. Strain hardening and strain stability appear under different working conditions. , three types of strain softening; the shear curves of test soil samples under different compaction degrees and different confining pressures are shown in Figure 4. Figure 4 (a) shows the shear curves of subgrade soil specimens with different compaction degrees under 30kPa confining pressure. Shear curve, Figure 4 (b) is the shear curve of subgrade soil specimens with different compaction degrees under 60kPa confining pressure, Figure 4 (c) is the shear curve of subgrade soil specimens with different compaction degrees under 90kPa confining pressure. Shear curve, (d) in Figure 4 is the shear curve of subgrade soil specimens with different compaction degrees under 120kPa confining pressure. The same analysis as shown in 4 shows that the compaction degree also has a significant impact on the shear curve; different shear The shear curves of test soil samples under different confining pressures and rates are shown in Figure 5. Figure 5(a) shows the shear curves of subgrade soil specimens with different shear rates under 30kPa confining pressure. Figure 5(b) It is the shear curve of the subgrade soil specimen with different shear rates under the confining pressure of 60kPa. Figure 5(c) is the shear curve of the subgrade soil specimen with different shear rates under the confining pressure of 90kPa. Figure 5(d) These are the shear curves of subgrade soil specimens with different shear rates under 120kPa confining pressure. It can be found that the change in shear rate does not affect the type and value of the shear curve, and the test curves under different shear rates are relatively consistent;
步骤S2:基于步骤S1中得到的不同工况下的剪切曲线,提出能统一描述路基土复杂条件下应变硬化、应变稳定、应变软化三种类型剪切曲线的数学模型:Step S2: Based on the shear curves under different working conditions obtained in step S1, propose a mathematical model that can uniformly describe the three types of shear curves: strain hardening, strain stabilization, and strain softening under complex conditions of subgrade soil:
由步骤S1中图3、图4、图5所示不同工况下的剪切曲线测试结果可知,应变硬化、应变稳定、应变软化三类曲线虽然类型有明显差异,但不论应变硬化、应变稳定还是应变软化曲线,都有线弹性部分和塑性部分,基于这一共性,采用直线描述剪切曲线的线弹性阶段、双曲线描述剪切曲线的塑性部分、常数部分调整模型的适应性,提出了如下式所示的能够统一描述路基土复杂条件下应变硬化、应变稳定、应变软化三种类型剪切曲线的数学模型:From the shear curve test results under different working conditions shown in Figure 3, Figure 4, and Figure 5 in step S1, it can be seen that although the types of the three types of strain hardening, strain stable, and strain softening curves are obviously different, regardless of the strain hardening, strain stable Both strain softening curves have a linear elastic part and a plastic part. Based on this commonality, a straight line is used to describe the linear elastic stage of the shear curve, a hyperbola is used to describe the plastic part of the shear curve, and a constant part is used to adjust the adaptability of the model. The following is proposed The mathematical model shown in the formula can uniformly describe the three types of shear curves: strain hardening, strain stabilization, and strain softening under complex conditions of subgrade soil:
其中:σ为轴向应力;ε为轴向应变;p、q、k为模型参数,均可通过单调加载试验结果得到;Among them: σ is the axial stress; ε is the axial strain; p, q, and k are model parameters, which can be obtained through monotonic loading test results;
步骤S3:利用步骤S1中不同工况下的试验数据对步骤S2中建立的数学模型进行拟合,得到不同工况下的模型参数,并建立模型参数与含水率、压实度、围压、剪切速率等因素间的多元多形式函数关系:Step S3: Use the test data under different working conditions in step S1 to fit the mathematical model established in step S2, obtain the model parameters under different working conditions, and establish the relationship between the model parameters and the moisture content, compaction degree, confining pressure, Multivariate and multi-form functional relationships among factors such as shear rate:
利用步骤S1中不同工况下的试验数据对步骤S2中建立的数学模型进行拟合,拟合时采用Matlab数据分析中的规划求解功能,当决定系数达到最大值时拟合结束,拟合结果见表3;Use the test data under different working conditions in step S1 to fit the mathematical model established in step S2. The planning and solving function in Matlab data analysis is used during fitting. When the coefficient of determination reaches the maximum value, the fitting ends and the fitting result See Table 3;
表3剪切曲线统一模型的参数统计表Table 3 Parameter statistics table of the shear curve unified model
然后根据表3中结果,分别分析模型参数p、q、k随各个影响因素之间的演变规律,结果如图6~8所示,图6的(a)~(c)对应为参数p随含水率、压实度、围压的变化规律,图7的(a)~(c)对应为参数q随含水率、压实度、围压的变化规律,图8的(a)~(c)对应为参数k随含水率、压实度、围压的变化规律。为保证模型建立的严密性和完整性,将表3所示40种工况的参数分两部分独立使用:第一部分选取32种工况用以建立如下模型,第二部分选取其余8种工况用以验证提出的复杂条件下路基土多类型剪切曲线统一表征方法的合理性和准确性。由于步骤S1中的试验结果明确显示剪切速率对剪切曲线的影响甚微,故不再将剪切速率作为影响因素。具体的,由图6可知,参数p随压实度呈指数型变化、随实际含水率与最佳含水率的比值呈对数型变化、随围压呈指数型变化;由图7可知,参数q随压实度呈线性变化、随实际含水率与最佳含水率的比值呈指数型变化、随围压呈对数型变化;由图8可知,参数k随压实度呈指数型变化、随实际含水率与最佳含水率的比值呈指数型变化、随围压呈幂函数型变化。进而,分别选取对应的描述形式,建立了剪切曲线统一模型的参数p、q、k与含水率、压实度、围压之间的如下式所示的多元函数关系(考虑到量级原因对函数关系中的模型参数进行了适当放大):Then, based on the results in Table 3, we analyze the evolution rules of the model parameters p, q, and k with each influencing factor. The results are shown in Figures 6 to 8. Figure 6 (a) to (c) correspond to the parameter p with each influencing factor. The changing rules of moisture content, compaction degree, and confining pressure, Figure 7(a)~(c) correspond to the changing rules of parameter q with moisture content, compaction degree, and confining pressure, Figure 8(a)~(c) ) corresponds to the variation pattern of parameter k with moisture content, compaction degree, and confining pressure. In order to ensure the rigor and completeness of the model establishment, the parameters of the 40 working conditions shown in Table 3 are used independently in two parts: the first part selects 32 working conditions to establish the following model, and the second part selects the remaining 8 working conditions. It is used to verify the rationality and accuracy of the proposed unified characterization method of multi-type shear curves of subgrade soil under complex conditions. Since the test results in step S1 clearly show that the shear rate has little effect on the shear curve, the shear rate is no longer used as an influencing factor. Specifically, it can be seen from Figure 6 that the parameter p changes exponentially with the degree of compaction, logarithmically with the ratio of the actual moisture content to the optimal moisture content, and changes exponentially with the confining pressure; as can be seen from Figure 7, the parameter q changes linearly with the degree of compaction, changes exponentially with the ratio of the actual moisture content to the optimal moisture content, and changes logarithmically with the confining pressure. As can be seen from Figure 8, parameter k changes exponentially with the degree of compaction. It changes exponentially with the ratio of actual moisture content and optimal moisture content, and changes with a power function type with confining pressure. Furthermore, corresponding description forms were selected respectively, and a multivariate functional relationship as shown in the following formula was established between the parameters p, q, k of the unified shear curve model and the moisture content, compaction degree, and confining pressure (taking into account the magnitude reasons The model parameters in the functional relationship are appropriately amplified):
其中,w为含水率,OMC为最佳含水率,K为压实度,σ3为围压;Among them, w is the moisture content, OMC is the optimal moisture content, K is the compaction degree, and σ 3 is the confining pressure;
模型参数p、q、k的多元函数关系的精度如图9所示,图9的(a)~(c)对应为参数102×p、参数105×q、参数103×k的实际值与预测值的关结果,其中的N为使用的工况数量即建模的样本点数,由R2均大于0.9知参数p、q、k的多元函数关系的预测精度很高;The accuracy of the multivariate functional relationship between model parameters p, q, and k is shown in Figure 9. Figure 9 (a) to (c) correspond to the actual values of parameters 10 2 × p, parameter 10 5 × q, and parameter 10 3 × k. The correlation result between the value and the predicted value, where N is the number of working conditions used, that is, the number of sample points for modeling. From R 2 are both greater than 0.9, we know that the prediction accuracy of the multivariate function relationship of parameters p, q, k is very high;
步骤S4:通过步骤S2~S3建立的数学模型以及多元函数关系,表征不同含水率、压实度、围压等复杂条件下路基土应变硬化、应变稳定、应变软化三种类型的剪切曲线:Step S4: Use the mathematical model and multivariate functional relationships established in steps S2 to S3 to characterize the three types of shear curves of strain hardening, strain stabilization, and strain softening of the subgrade soil under complex conditions such as different moisture contents, compaction degrees, and confining pressures:
步骤S1中设计的单调加载试验方案共40种工况,而步骤S3中在建立模型参数p、q、k的多元函数关系时已经使用了32种工况,为验证提出的剪切曲线统一模型以及模型参数p、q、k的多元函数关系的合理性与准确性,将其余8种工况中的含水率、压实度、围压代入步骤S3中建立的多元函数关系进而求得对应的模型参数p、q、k,进而代入步骤S2中提出的剪切曲线的数学模型从而得到8种工况对应的剪切曲线计算结果,计算值与实测值的对比如图10所示,图10的(a)~(h)对应为验证工况1~验证工况8对应的计算值与实测值的对比结果,虚线表示剪切曲线的计算值,空心点表示剪切曲线的实测值,可以看出应变软化、应变硬化、应变稳定三种类型曲线的计算值与实测值都高度吻合,证明了本实施例提出的复杂条件下路基土多类型剪切曲线的统一表征方法能对复杂条件下路基土的剪切曲线统一且准确地描述。The monotonic loading test plan designed in step S1 has a total of 40 working conditions, and in step S3, 32 working conditions have been used when establishing the multivariate functional relationship of model parameters p, q, k. In order to verify the proposed unified model of shear curve As well as the rationality and accuracy of the multivariate functional relationship of the model parameters p, q, k, the moisture content, compaction degree, and confining pressure in the remaining eight working conditions are substituted into the multivariate functional relationship established in step S3 to obtain the corresponding The model parameters p, q, and k are then substituted into the mathematical model of the shear curve proposed in step S2 to obtain the shear curve calculation results corresponding to the eight working conditions. The comparison between the calculated values and the measured values is shown in Figure 10, Figure 10 (a) to (h) correspond to the comparison results between the calculated values and the measured values corresponding to the verification working conditions 1 to 8. The dotted lines represent the calculated values of the shear curve, and the hollow points represent the measured values of the shear curve. It can be It can be seen that the calculated values of the three types of curves of strain softening, strain hardening, and strain stabilization are highly consistent with the measured values, which proves that the unified characterization method of multi-type shear curves of subgrade soil under complex conditions proposed in this embodiment can accurately predict the shear curves of subgrade soil under complex conditions. The shear curve of the subgrade soil is uniformly and accurately described.
以上所述仅为本发明的较佳实施例而已,并非用于限定本发明的保护范围。凡在本发明的精神和原则之内所作的任何修改、等同替换、改进等,均包含在本发明的保护范围内。The above descriptions are only preferred embodiments of the present invention and are not intended to limit the scope of the present invention. Any modifications, equivalent substitutions, improvements, etc. made within the spirit and principles of the present invention are included in the protection scope of the present invention.
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