numerical model

数值模型
  • 文章类型: Journal Article
    由于石墨颗粒在其微观结构中独特的形态,压实石墨铁(CGI)具有优异的导热性和高强度和耐久性。CGI在许多应用中被广泛使用,例如,发动机气缸盖和制动器。这种金属基质材料的结构完整性由微裂纹的产生和生长控制。尽管近年来研究了石墨夹杂物的体积分数和形态对CGI拉伸响应的影响,它们对裂纹萌生的影响仍然未知。由于散布在整个金属基体中的石墨夹杂物的高度复杂的几何形状,裂纹萌生的实验研究需要大量的时间和资源。因此,开发具有能够预测裂纹萌生和路径的随机微观结构的CGI的2D计算框架是可取的。在这项工作中,建立了一个集成的数值模型,用于分析体积分数和球化率对CGI力学性能及其损伤和失效行为的影响。随机微观结构的有限元模型是使用内部Python脚本生成的。石墨夹杂物及其四个相邻颗粒之间的间距的确定使用插件进行,用Java编写,用ImageJ实现。为了分析夹杂物的取向效应,对这项研究中的代表性元素进行了统计分析。Further,Johnson-Cook损伤准则用于预测开发模型中的裂纹萌生。数值模拟与传统的拉伸试验数据进行了验证。创建的模型可以支持对CGI在机械载荷下的断裂行为的理解,所提出的方法可用于设计具有优化机械性能和性能的金属基复合材料。
    Thanks to the distinctive morphology of graphite particles in its microstructure, compacted graphite iron (CGI) exhibits excellent thermal conductivity together with high strength and durability. CGI is extensively used in many applications, e.g., engine cylinder heads and brakes. The structural integrity of such metal-matrix materials is controlled by the generation and growth of microcracks. Although the effects of the volume fraction and morphology of graphite inclusions on the tensile response of CGI were investigated in recent years, their influence on crack initiation is still unknown. Experimental studies of crack initiation require a considerable amount of time and resources due to the highly complicated geometries of graphite inclusions scattered throughout the metallic matrix. Therefore, developing a 2D computational framework for CGI with a random microstructure capable of predicting the crack initiation and path is desirable. In this work, an integrated numerical model is developed for the analysis of the effects of volume fraction and nodularity on the mechanical properties of CGI as well as its damage and failure behaviours. Finite-element models of random microstructure are generated using an in-house Python script. The determination of spacings between a graphite inclusion and its four adjacent particles is performed with a plugin, written in Java and implemented in ImageJ. To analyse the orientation effect of inclusions, a statistical analysis is implemented for representative elements in this research. Further, Johnson-Cook damage criteria are used to predict crack initiation in the developed models. The numerical simulations are validated with conventional tensile-test data. The created models can support the understanding of the fracture behaviour of CGI under mechanical load, and the proposed approach can be utilised to design metal-matrix composites with optimised mechanical properties and performance.
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  • 文章类型: Journal Article
    离子转运的体外测定是理解与ATP依赖性泵相关的分子机制的重要工具。因为离子传输通常是电的,电生理学原理是适用的,但是像膜片钳这样的传统工具由于泵的周转率相对较低而无效。相反,已经开发了一些测定法来测量由细胞衍生的膜片段中或在将纯化的蛋白质重构为蛋白脂质体后的分子群的转运活性产生的电压或电流。为了了解这些测定的细微差别,并表征各种操作参数的影响,我们开发了一个数值模型来模拟由两个相关分析产生的数据:电压敏感染料的荧光和固体支撑膜上电容耦合记录的电流。模型的参数,已经在Python中实现了,以及计算算法的基本原理。来自KdpFABC的实验数据,与P型ATP酶相关的K+泵,并对模型参数进行了调整以模仿这些数据。此外,证明了非选择性漏导率和周转率等关键参数的影响。最后,模拟数据用于说明电容耦合对测量电流的影响,并比较原始数据量化的替代方法。
    In vitro assays of ion transport are an essential tool for understanding molecular mechanisms associated with ATP-dependent pumps. Because ion transport is generally electrogenic, principles of electrophysiology are applicable, but conventional tools like patch-clamp are ineffective due to relatively low turnover rates of the pumps. Instead, assays have been developed to measure either voltage or current generated by transport activity of a population of molecules either in cell-derived membrane fragments or after reconstituting purified protein into proteoliposomes. In order to understand the nuances of these assays and to characterize effects of various operational parameters, we have developed a numerical model to simulate data produced by two relevant assays: fluorescence from voltage-sensitive dyes and current recorded by capacitive coupling on solid supported membranes. Parameters of the model, which has been implemented in Python, are described along with underlying principles of the computational algorithm. Experimental data from KdpFABC, a K+ pump associated with P-type ATPases, are presented, and model parameters have been adjusted to mimic these data. In addition, effects of key parameters such as nonselective leak conductance and turnover rate are demonstrated. Finally, simulated data are used to illustrate the effects of capacitive coupling on measured current and to compare alternative methods for quantification of raw data.
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  • 文章类型: Journal Article
    在对真实对象实施数值分析的许多好处中,经济和环境考虑可能是最重要的。尽管如此,限制进行实验研究所需的持续时间和空间也至关重要。虽然这些好处很明显,这些模型的适用性必须得到适当验证。这项研究对数值模型进行了验证,该模型描绘了未增强和增强的单板层积材(LVL)梁的行为。作为一种加固,使用碳纤维增强聚合物(CFRP)片材和层压材料。在所谓的四点弯曲测试方法的框架内对全尺寸构件进行了实验。使用Abaqus软件进行了数值模拟。对于层压单板木材,检查了两种类型的材料模型:线性弹性和线性弹性完全塑性,具有Hill\的屈服准则。根据碳复合材料在横截面高度上的位置,对其材料性能进行了区分。概述的数值模型准确地描述了真实结构元素的行为。预测承载能力的精度对于加强梁只有百分之几,对于未加强梁最多只有百分之十一。弯曲刚度的数值与实验值之间的相对偏差最大为7%。应用弹塑性模型可以准确表示载荷与挠度的关系以及加固梁的应力和变形分布。根据调查结果,提供了指令,以进一步优化沿梁跨度的复合钢筋的定位。可以使用提出的方法对现有的层压单板木材构件进行加固设计。
    Among the many benefits of implementing numerical analysis on real objects, economic and environmental considerations are likely the most important ones. Nonetheless, it is also crucial to constrain the duration and space necessary for conducting experimental investigations. Although these benefits are clear, the applicability of such models must be appropriately verified. This research subjected validation of numerical models depicting the behavior of unstrengthened and strengthened laminated veneer lumber (LVL) beams. As a reinforcement, a carbon fiber reinforced polymer (CFRP) sheet and laminates were used. Experiments were conducted on full-scale members within the framework of the so-called four-point bending testing method. Numerical simulations were performed using the Abaqus software. Two types of material models were examined for laminated veneer lumber: linearly elastic and linearly elastic-perfectly plastic with Hill\'s yield criterion. A distinction was made in the material properties of carbon composites based on their location on the height of the cross-section. The outlined numerical models accurately depict the behavior of real structural elements. The precision of predicting load-bearing capacity amounts to a few percent for strengthened beams and a maximum of eleven percent for unstrengthened beams. The relative deviation between numerical and experimental values of bending stiffness was at a maximum of seven percent. Applying the elastic-plastic model enables accurate representation of the load versus deflection relation and the distribution of stress and deformation of strengthened beams. Based on the findings, directives were provided for further optimization of the positioning of composite reinforcement along the span of the beam. Reinforcement design of existing laminated veneer lumber members can be made using presented methodology.
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  • 文章类型: Journal Article
    目前可用的数值模型使用大肠杆菌作为指示细菌来描述水生环境的粪便污染,但并未考虑其在沉积物中的存活。我们进行了一系列比较实验,以揭示沉积物因素的独立和交互影响,包括温度,pH值,水提取总溶解固体(TDS),共存的微生物,和采样点,在湖泊环境中大肠杆菌的生存。在实验中,通过一次控制任何两个因素来观察大肠杆菌存活。因此,pH值的降低和共存微生物的存在增强了大肠杆菌的死亡,而添加可提取水的TDS促进了其生长。为了选择模拟沉积物中大肠杆菌存活时要考虑的因素,根据效应大小(η2)对各因素的独立效应和两因素的交互效应进行统计学比较。因此,pH值(η2=59.5-89.0%)对大肠杆菌存活的影响最为显著,其次是共存微生物(1.7-48.4%)。在影响大肠杆菌存活的相互作用中,包括pH或共存微生物-具有更大的独立效应-在pH和共存微生物之间观察到相对更大的统计学显着相互作用(31.1%),共存的微生物和水可提取的TDS(85.4%),和共存的微生物和温度(26.4%)。
    Currently available numerical models that describe the fecal contamination of aquatic environments using Escherichia coli as an indicator bacterium did not consider its survival in sediments. We conducted a series of comparative experiments to reveal the independent and interactive effects of sediment factors, including temperature, pH, water-extractable total dissolved solids (TDSs), coexisting microbes, and sampling sites, in lake environments on E. coli survival. In experiments, E. coli survival was observed by controlling any two factors at a time. Consequently, the decrease in pH and presence of coexisting microbes enhanced E. coli die-off, whereas the addition of water-extractable TDSs promoted its growth. To select factors to be considered for modelling E. coli survival in sediments, the independent effects of each factor and the interaction effect of the two factors were statistically compared based on their effect sizes (η2). As a result, pH (η2 = 59.5-89.0%) affected E. coli survival most significantly, followed by coexisting microbes (1.7-48.4%). Among the interactions affecting E. coli survival, including pH or coexisting microbes-which had larger independent effects-relatively larger statistically significant interactions were observed between pH and coexisting microbes (31.1%), coexisting microbes and water-extractable TDSs (85.4%), and coexisting microbes and temperature (26.4%).
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  • 文章类型: Journal Article
    已经开发了数值健康风险评估模型,以使用大肠杆菌作为指示细菌来描述水的粪便污染。尽管许多先前建立的水生环境中大肠杆菌的数值模型只考虑了温度和阳光等一个或两个水质参数的影响,由于水生环境是一个复杂的系统,因此仅用一个或两个参数很难模拟大肠杆菌的存活。本研究进行了一系列比较实验,以选择在湖泊中大肠杆菌生存的数值模型中应优先考虑的水质参数。考虑的参数是温度,pH值,溶解氧(DO),总溶解固体(TDS),悬浮固体(SS),共存的微生物,和光强度。在实验室实验中,通过控制这七个参数中的两个来观察大肠杆菌的存活,并对这些参数对大肠杆菌种群变化率的影响进行了统计学比较。因此,光照强度对大肠杆菌的存活影响最大,其次是共存的微生物,温度,pH值,和TDS。然而,DO和SS对存活率的影响小于其他参数。在温度和TDS以及温度和共存微生物之间观察到对大肠杆菌存活的高影响相互作用。这些结果表明,应修改模拟湖泊中大肠杆菌生存的现有数值模型,以考虑阳光等多个参数的独立和交互影响。共存的微生物,温度,pH值,和TDS。
    Numerical health risk assessment models have been developed to describe faecal contamination of water using Escherichia coli as an indicator bacterium. Although many previously established numerical models for E. coli in aquatic environments have only considered the effects of one or two water quality parameters such as temperature and sunlight, it is difficult to simulate E. coli survival with only one or two parameters because the aquatic environment is a complex system. This study conducted a series of comparative experiments to select water quality parameters that should be preferentially considered in a numerical model for E. coli survival in lakes. The parameters considered were temperature, pH, dissolved oxygen (DO), total dissolved solids (TDS), suspended solids (SS), coexisting microbes, and light intensity. In the laboratory experiments, the survival of E. coli was observed by controlling two of these seven parameters, and the effects of these parameters on the rate of E. coli population change were statistically compared. Consequently, light intensity affected the survival of E. coli most significantly, followed by the presence of coexisting microbes, temperature, pH, and TDS. However, DO and SS had smaller effects on survival than other parameters. High-impact interactions on E. coli survival were observed between temperature and TDS and temperature and coexisting microbes. These results suggest that existing numerical models for simulating E. coli survival in lakes should be modified to consider the independent and interactive effects of multiple parameters such as sunlight, coexisting microbes, temperature, pH, and TDS.
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  • 文章类型: Journal Article
    地下煤仓是煤炭开采行业的重要基础设施组成部分,为开采煤炭的储存提供安全和可接近的位置。由于所产生的煤-水混合物的不可预测性质,储煤与储煤仓中的地下水之间的相互作用确实提出了重大挑战。这种现象在水下作业的煤矿中尤为普遍,地下水渗入储存区会导致煤水混合物的形成,改变储存煤的物理性质。煤和水之间的相互作用可以导致形成煤-水混合物(氢混合物),表现出复杂的流变特性。这些混合物的粘度可以变化,密度,和粒度分布,使他们的行为难以预测。地下水可能会对储存的煤施加静水压力,影响其力学行为和压实性能。压力的变化会导致煤压实或膨胀,影响煤仓稳定性和围岩地层的完整性。本文的主要目的是确定地下储煤仓中流动的水力混合物施加的压力场变化的值。这个目标反映了理解在不同条件下的水煤混合物(水混合物)的动态行为的一个关键方面。特别是在水危害对储存和操作稳定性构成重大挑战的环境中。本文利用计算流体动力学(CFD)方法来检查煤水混合物流动引起的地下储煤仓内压力的变化。使用有限元方法(FEM)对由于应力分布而对地下储煤仓造成的损坏进行了检查。这种计算技术广泛用于工程和结构分析中,以对复杂系统进行建模并预测材料在各种加载条件下的行为。将CFD数值模拟的结果与数学模型进行了比较。
    Underground coal storage bunkers serve as crucial infrastructural components in the coal mining industry, providing secure and accessible locations for the storage of mined coal. The interaction between stored coal and underground water in coal storage bunkers indeed poses significant challenges due to the unpredictable nature of the resulting coal-water mixture. This phenomenon is particularly prevalent in coal mines operating under water hazards, where groundwater infiltration into storage areas can lead to the formation of coal-water mixtures, altering the physical properties of the stored coal. The interaction between coal and water can result in the formation of coal-water mixtures (hydromixture), which exhibit complex rheological properties. These mixtures may vary in viscosity, density, and particle size distribution, making their behavior difficult to predict. Underground water may exert hydrostatic pressure on the stored coal, influencing its mechanical behavior and compaction properties. Changes in pressure can result in coal compaction or expansion, affecting bunker stability and the integrity of surrounding rock strata. The main goal of the paper was to determine the values of pressure field variations exerted by the flowing hydromixture within underground coal storage bunkers. This objective reflects a critical aspect of understanding the dynamic behavior of coal-water mixtures (hydromixture) under varying conditions, particularly in environments where water hazards pose significant challenges to storage and operational stability. The paper utilized computational fluid dynamics (CFD) methods to examine the changes in pressure within underground coal storage bunkers induced by the flow of coal-water mixtures. The examination of damage to an underground coal storage bunker due to stress distribution was conducted using the finite element method (FEM). This computational technique is widely utilized in engineering and structural analysis to model complex systems and predict the behavior of materials under various loading conditions The results of the CFD numerical simulation were compared with the mathematical models.
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  • 文章类型: Journal Article
    尾巴在与陆地和树栖动物的运动稳定性和机动性相关的功能中起着至关重要的作用。在袋鼠老鼠中,双足跳跃啮齿动物,尾巴被用作跳跃稳定性的有效惯性附件,而且还有利于捕食者逃生跳跃过程中的稳定性和机动性。尾部功能的复杂性显示出生物灵感和机器人设备设计的巨大潜力,由于操纵是由一个长而轻的惯性附件完成。为了(i)进一步了解袋鼠老鼠在空中演习中如何使用尾巴的机制,并(ii)探索我们是否可以用简化的尾巴状附属物实现这种行为(即,模板),我们结合了量化的动物观察,计算模拟,并使用两个自由度(2-DoF)的尾机器人进行实验。我们使用了从模拟捕食者逃脱的自由放养袋鼠大鼠的视频数据,并分析了空中阶段的身体和尾巴运动。解释尾巴对身体取向的贡献(即,空间重新定向),我们建立了一个半空中袋鼠大鼠计算模型,并证明了模型的三维身体方向可以通过简化的2-DoF尾巴和非线性控制策略来控制。产生的模拟轨迹显示出与袋鼠大鼠相似的运动模式。我们的机器人实验表明,轻巧的尾巴可以产生大的偏航位移,并将俯仰和滚动角稳定为零,同时。我们的工作有助于更好地理解袋鼠鼠尾巴的形态功能关系,并为机器人设备中的生物灵感奠定了重要的基础,这些机器人设备具有轻巧的尾巴状附件,可用于空中机动。
    Tails play essential roles in functions related to locomotor stability and maneuverability among terrestrial and arboreal animals. In kangaroo rats, bipedal hopping rodents, tails are used as effective inertial appendages for stability in hopping, but also facilitate stability and maneuverability during predator escape leaps. The complexity of tail functionality shows great potential for bio-inspiration and robotic device design, as maneuvering is accomplished by a long and light-weight inertial appendage. To (i) further understand the mechanics of how kangaroo rats use their tails during aerial maneuvers, and to (ii) explore if we can achieve this behavior with a simplified tail-like appendage (i.e., template), we combined quantified animal observations, computational simulations, and experiments with a two degrees of freedom (2-DoF) tailed robot. We used video data from free-ranging kangaroo rats escaping from a simulated predator and analyzed body and tail motion for the airborne phase. To explain tail contributions to body orientation (i.e., spatial reorientation), we built a mid-air kangaroo rat computational model and demonstrate that three-dimensional body orientation of the model can be controlled by a simplified 2-DoF tail with a nonlinear control strategy. Resulting simulated trajectories show movement patterns similar to those observed in kangaroo rats. Our robot experiments show that a lightweight tail can generate a large yaw displacement and stabilize pitch and roll angles to zero, simultaneously. Our work contributes to better understanding of the form-function relationship of the kangaroo rat tail and lays out an important foundation for bio-inspiration in robotic devices that have lightweight tail-like appendages for mid-air maneuvering.
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  • 文章类型: Journal Article
    在Sabiñánigo的Sardas垃圾填埋场(Huesca,西班牙东北部)的INQUINOSA林丹工厂已到达加莱戈冲积含水层,并可能影响Sabiñánigo水库。水库水位的每日振荡会对含水层的测压水头产生潮汐效应。这些振荡以具有时滞的阻尼方式传输,因此证明了水库的淤积沉积物和加勒戈冲积层的天然淤泥介于水库水与砂砾层之间。此处介绍了通过Gállego冲积含水层的2D有限元地下水流和总溶解六氯环己烷(HCH)传输模型。流量模型构建为:(1)量化潮汐效应,由含水层上水库水位的每日波动产生;(2)估算砂和砾石层的水动力参数;3)估算淤积沉积物和淤泥的垂直水力传导率;(4)量化含水层/储层相互作用。流动模型再现了潮汐效应的动力学,并证明了地下水速度和流向每天响应于水库水位的振荡而变化。模型结果再现了从示踪测试中得出的测得的井水文图和达西速度,并证实了概念模型的有效性。总溶解六氯环己烷的传输模型模拟了污染物羽流的时间演变。计算出的总溶解六氯环己烷浓度和污染物质量流出对源项和分配系数的变化非常敏感,六氯环己烷的Kd。与2010年9月和2020年12月测得的六氯环己烷羽流的最佳拟合是Kd为1至3L/kg。计算得出的2020年从萨达斯基地流向Sabiñánigo水库的溶解六氯环己烷通量范围从Kd=3L/kg的0.6千克/年到Kd=1L/kg的3.1千克/年。这项研究的结果对于规划和设计Sardas站点和其他类似的林丹影响站点的补救和遏制行动将是最有用的。
    The organic pollutants disposed at the Sardas landfill in Sabiñánigo (Huesca, northeastern Spain) by the INQUINOSA lindane factory have reached the Gállego alluvial aquifer and could affect the Sabiñánigo reservoir. The daily oscillations of the reservoir water level produce a tidal effect on the piezometric heads of the aquifer. These oscillations are transmitted in a damped way with a time lag, thus attesting that the silting sediments of the reservoir and the natural silts of the Gállego alluvial are interposed between the reservoir water and the layer of sands and gravels. A 2D finite element groundwater flow and total dissolved hexachlorocyclohexane (HCH) transport model through the Gállego alluvial aquifer is presented here. The flow model was constructed to: (1) Quantify the tidal effect, produced by the daily fluctuations of the reservoir water level on the aquifer; (2) Estimate the hydrodynamic parameters of the layer of sands and gravels; and 3) Estimate the vertical hydraulic conductivity of the silting sediments and silts; and (4) Quantify aquifer/reservoir interactions. The flow model reproduces the dynamics of the tidal effect and attests that groundwater velocity and flow direction changes daily in response to the oscillations of the reservoir level. Model results reproduce the measured well hydrographs and the Darcy velocity derived from tracer tests and confirm the validity of the conceptual model. The transport model of total dissolved HCH simulates the time evolution of the contaminant plume. The computed concentrations of total dissolved HCH and the contaminant mass outflux are very sensitive to changes in the source terms and the distribution coefficient, Kd of HCH. The best fit to the measured HCH plumes in September 2010 and December 2020 is obtained with a Kd ranging from 1 to 3 L/kg. The computed flux of dissolved HCH leaving the Sardas site in 2020 towards the Sabiñánigo reservoir ranges from 0.6 kg/year for Kd = 3 L/kg to 3.1 kg/year for Kd = 1 L/kg. The findings of this study will be most useful for planning and designing remedial and containment actions at the Sardas site and other similar lindane-affected sites.
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  • 文章类型: Journal Article
    肿瘤的侵袭和迁移在肿瘤的恶性程度中起着关键作用。这是大多数癌症死亡的主要原因。旋转磁场(RMF),一种典型的动态磁场,可以对细胞施加实质性的机械影响。然而,研究RMF对细胞的影响是具有挑战性的,由于其复杂的参数,如磁场强度和方向的变化。这里,我们开发了一种系统的模拟方法来探索RMF对肿瘤侵袭和迁移的影响,包括有限元方法(FEM)模型和基于单元的混合数值模型。与来自FEM的磁场数据耦合,建立了基于细胞的混合数值模型来模拟肿瘤细胞的侵袭和迁移。该模型采用偏微分方程(PDE)和有限差分法来描述细胞活动并在离散系统中求解这些方程。PDE被用来描绘细胞活动,用有限差分法求解离散系统中的方程。因此,这项研究为RMF在肿瘤治疗中的潜在应用提供了有价值的见解,并进行了一系列体外实验来验证模拟结果,证明模型的可靠性及其预测实验结果和识别相关因素的能力。此外,这些发现为细胞和ECM之间的机械和化学相互作用提供了新的思路,通过使用RMF,为肿瘤治疗的实验和理论进展提供了新的见解和新的基础。
    Cancer invasion and migration play a pivotal role in tumor malignancy, which is a major cause of most cancer deaths. Rotating magnetic field (RMF), one of the typical dynamic magnetic fields, can exert substantial mechanical influence on cells. However, studying the effects of RMF on cell is challenging due to its complex parameters, such as variation of magnetic field intensity and direction. Here, we developed a systematic simulation method to explore the influence of RMF on tumor invasion and migration, including a finite element method (FEM) model and a cell-based hybrid numerical model. Coupling with the data of magnetic field from FEM, the cell-based hybrid numerical model was established to simulate the tumor cell invasion and migration. This model employed partial differential equations (PDEs) and finite difference method to depict cellular activities and solve these equations in a discrete system. PDEs were used to depict cell activities, and finite difference method was used to solve the equations in discrete system. As a result, this study provides valuable insights into the potential applications of RMF in tumor treatment, and a series of in vitro experiments were performed to verify the simulation results, demonstrating the model\'s reliability and its capacity to predict experimental outcomes and identify pertinent factors. Furthermore, these findings shed new light on the mechanical and chemical interplay between cells and the ECM, offering new insights and providing a novel foundation for both experimental and theoretical advancements in tumor treatment by using RMF.
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  • 文章类型: Journal Article
    膜界面探针(MIP)是用于氯化烃(CH)污染现场调查的有效且经济的原位工具。鉴于MIP测试的解释目前仅限于定性水平,首先提出了一种考虑多相流和多场耦合的理论模型来模拟MIP测试过程。这个模型可以考虑相变,膜效应,CH液体的吸附和溶解,气体扩散,和蒸发。然后,该模型用于研究MIP试验过程中土壤温度和土壤CH浓度的变化,以及土壤CH浓度和土壤特性的影响(初始含水饱和度,土壤固有渗透性,和热特性)对MIP响应的影响。最后,根据参数分析结果,建立了简化的MIP解释模型,并根据现场和实验室测试数据进行了验证。发现土壤CH浓度,而不是土壤性质,主导MIP响应。简化的解释模型可以通过MIP检测结果对CH浓度进行实际预测,这可能会提高MIP的适用性。
    The membrane interface probe (MIP) is an efficient and economical in-situ tool for chlorinated hydrocarbon (CH) contaminated site investigation. Given that the interpretation of MIP test is currently limited to a qualitative level, a theoretical model considering multiphase flow and multifield coupling is firstly proposed to simulate MIP test process. This model can consider phase change, membrane effect, adsorption and dissolution of the CH liquid, gas diffusion, and evaporation. Then, the model is used to study the changes in soil temperature and soil CH concentration during MIP test, as well as the influences of soil CH concentration and soil properties (initial water saturation, soil intrinsic permeability, and thermal properties) on MIP response. Finally, a simplified MIP interpretation model is developed based on parametric analysis results and verified against field and laboratory test data. It is found that the soil CH concentration, rather than soil properties, dominates the MIP response. The simplified interpretation model can deliver practical prediction of the CH concentration through the detected results by MIP, which may improve the applicability of MIP.
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