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Evaluation of optimally windowed chirp signals in industrial rheological measurements: method development and data processing 评价工业流变测量中的最佳窗口啁啾信号:方法开发和数据处理
IF 3 3区 工程技术 Q2 MECHANICS Pub Date : 2025-08-15 DOI: 10.1007/s00397-025-01511-0
Alessandro Perego, Damien C. Vadillo, Matthew J. L. Mills, Mohua Das, Gareth H. McKinley FRS

The optimally windowed chirp (OWCh) methodology offers an alternative to traditional discrete frequency sweeps, acquiring complete rheological spectra in seconds while preserving data density and accuracy. For thermorheologically simple materials, OWCh accelerates data collection, enabling rapid creation of time–temperature superposition (tTS) master curves, potentially saving hours of instrument time. For mutating materials, such as those undergoing curing, OWCh facilitates detailed rheological characterization of viscoelastic properties throughout these transition events. We implemented OWCh within an industrial analytical research framework using commercially available rheometers. This integration is enhanced by two custom Python packages, piblin and hermes-rheo, which streamline and automate analysis of rheological datasets. For thermorheologically simple materials, this framework reduces tTS master curve data collection time by 40% while increasing data density by an order of magnitude. For mutating materials, we leverage the mutation number to design OWCh waveforms, effectively probing the characteristic timescale of fast thermomechanical transitions during curing experiments.

最佳窗口啁啾(OWCh)方法提供了传统离散频率扫描的替代方案,在保持数据密度和准确性的同时,在几秒钟内获得完整的流变光谱。对于热流变学简单的材料,OWCh加速了数据收集,能够快速创建时间-温度叠加(tTS)主曲线,潜在地节省了数小时的仪器时间。对于发生突变的材料,例如正在进行固化的材料,OWCh有助于在这些转变事件中对粘弹性特性进行详细的流变学表征。我们使用商用流变仪在工业分析研究框架内实现了OWCh。两个自定义Python包piblin和hermes-rheo增强了这种集成,它们简化和自动化了流变数据集的分析。对于热流变学简单的材料,该框架将tTS主曲线数据收集时间缩短了40%,同时将数据密度提高了一个数量级。对于突变材料,我们利用突变数来设计OWCh波形,有效地探测了固化实验过程中快速热力学转变的特征时间尺度。
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引用次数: 0
Interpretation of low-frequency oscillatory shear response of polymer blend 聚合物共混物低频振荡剪切响应的解释
IF 3 3区 工程技术 Q2 MECHANICS Pub Date : 2025-08-11 DOI: 10.1007/s00397-025-01517-8
Hwan Woo Choi, Zheng Min Huang, Young Seok Song

The rheological behavior of immiscible polymer blends is significantly influenced by their interfacial structure. In this study, the low-frequency tail behavior observed in the Cole–Cole plot of bi-polymer blends was analyzed to establish a theoretical model. The model introduces key parameters, including the effective bulk modulus at the interface, interfacial length, and diffusion interruption coefficient, to describe the tail behavior. The validity of the theoretical prediction was ascertained through rheological experiments of polypropylene and polystyrene blends prepared under varying processing conditions, accompanied by complex nonlinear least squares analysis. The results of the study indicate a correlation between the slope and extent of the tail in the Cole–Cole plot and interfacial morphology, diffusion characteristics, and mixing parameters. A more pronounced tail was observed in co-continuous morphologies and the case of enhanced interfacial interactions and diffusion. This study proposes a novel rheological criterion for characterizing interfacial structures in polymer blends.

非混相聚合物共混物的流变性能受其界面结构的显著影响。本研究通过对双聚合物共混物Cole-Cole图中观察到的低频尾行为进行分析,建立理论模型。该模型引入了界面有效体积模量、界面长度和扩散中断系数等关键参数来描述尾翼行为。通过对聚丙烯和聚苯乙烯共混物在不同工艺条件下的流变实验,并结合复杂非线性最小二乘分析,验证了理论预测的有效性。研究结果表明,Cole-Cole图中尾部的斜率和长度与界面形态、扩散特征和混合参数之间存在相关性。在共连续形态和界面相互作用和扩散增强的情况下,观察到更明显的尾巴。本研究提出了表征聚合物共混物界面结构的一种新的流变准则。
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引用次数: 0
Rheological characterization of block copolymer systems in organic solvents 嵌段共聚物体系在有机溶剂中的流变性能
IF 3 3区 工程技术 Q2 MECHANICS Pub Date : 2025-08-11 DOI: 10.1007/s00397-025-01512-z
Irene Perna, Gaia Paradiso, Rosalia Ferraro, Marta Gamberoni, Salvatore Coppola, Sergio Caserta

Block copolymers (BCPs) are macromolecules composed of distinct blocks of repeating units, offering hybrid properties that make them useful in various industrial fields. In solution, BCPs can self-assemble into ordered structures via micro-phase separation, driven by the incompatibility of their blocks and the solvent. This phase behaviour is influenced by temperature, often transitioning from an isotropic state to micro- and eventually macro-phase separation as temperature decreases. Key factors affecting this behaviour include degree of polymerization, chain composition and topology, block interactions and solvent selectivity. This study examines how polydispersity, solvent selectivity, temperature and polymer concentration impact the phase behaviour of styrene-butadiene BCP solutions. Two similar types of BCPs were analyzed: one with a near-monodisperse molar mass distribution (M) and another with a polydisperse distribution (P). In the latter, polydispersity affects both the overall molecular size and the relative block fractions. Solutions of these BCPs have been investigated using two model solvent systems: one consisting of an acetonitrile/ethylbenzene (ACTN/EB) mixture and the other composed of squalene/xylene (SQ/XY). Solvent-polymer compatibility was evaluated using Hildebrand solubility parameters. To assess phase separation, temperature and frequency sweep analyses were conducted to derive viscosity changes with temperature and Van Gurp-Palmen plots, with further validation provided by optical analysis, through visual inspection using crossed polarizers. The results show that P copolymer exhibits an earlier phase separation with respect to M, and it occurs in a wider range of temperatures for all the solutions of the two model solvent systems.

Graphical Abstract

Created in BioRender. Perna, I. (2025) https://BioRender.com/vx4iedp

嵌段共聚物(bcp)是由不同的重复单元组成的大分子,具有混合特性,使其在各种工业领域都很有用。在溶液中,bcp可以通过微相分离自组装成有序结构,这是由它们的嵌段与溶剂的不相容驱动的。这种相行为受温度的影响,随着温度的降低,通常从各向同性状态转变为微观相分离,最终转变为宏观相分离。影响这种行为的关键因素包括聚合程度、链组成和拓扑结构、嵌段相互作用和溶剂选择性。本研究考察了多分散性、溶剂选择性、温度和聚合物浓度如何影响苯乙烯-丁二烯BCP溶液的相行为。分析了两种相似类型的bcp:一种具有近单分散的摩尔质量分布(M),另一种具有多分散分布(P)。在后一种情况下,多分散性既影响总体分子大小,也影响相对嵌段分数。用两种溶剂体系研究了这些bcp的溶液:一种由乙腈/乙苯(ACTN/EB)混合物组成,另一种由角鲨烯/二甲苯(SQ/XY)组成。采用希尔德布兰德溶解度参数评价溶剂-聚合物相容性。为了评估相分离,进行了温度和频率扫描分析,得出粘度随温度和Van Gurp-Palmen图的变化,并通过使用交叉偏振镜进行视觉检查提供了光学分析的进一步验证。结果表明,P共聚物相对于M表现出更早的相分离,并且在两种溶剂体系的所有溶液中发生的温度范围更广。在BioRender中创建的图形抽象。Perna, I. (2025) https://BioRender.com/vx4iedp
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引用次数: 0
The effect of pre-shear protocols on the rheological characterization of epoxy nanocomposites 预剪切工艺对环氧纳米复合材料流变性能的影响
IF 3 3区 工程技术 Q2 MECHANICS Pub Date : 2025-08-08 DOI: 10.1007/s00397-025-01518-7
Yu-Min Wang, Sean Sutyak, Didun Oladeji, Simon A. Rogers, Daniel V. Krogstad

Nanostructured epoxy composite resins have broad usage in adhesives, coatings, composites, and 3D printing. With these materials, careful control of the rheological properties is critical to ensuring that the properties meet their required performance targets. However, it can be difficult to accurately measure the rheological properties. In this work, we establish a method to develop a reliable pre-shear (PS) procedure to repeatably measure the apparent yield stress of the resins, which is critical to ensure the accurate understanding of the material behavior. The resins in this study consisted of an epoxy resin with nanoclay as a shear thinning agent, ionic liquid (1-ethyl-3-methylimidazolium dicyanamide) as a latent curing agent, and poly(ethylene oxide-b-propylene oxide-b-ethylene oxide) block copolymer (BCP) as a nanostructured component. We establish a methodology to evaluate the effectiveness of a pre-shear protocol and evaluate several methods to identify a pre-shear procedure that resulted in repeatable transient creep results on a rheometer. We identified that large amplitude oscillatory shear was the most effective method for these materials, and the optimal magnitude of the shear was dependent on the composition of the epoxy resins. Through the consistent application of this approach, we were able to use transient creep testing to identify the phase boundaries in the epoxy/BCP resins when the BCP micelles undergo an order-order transition from spherical to hexagonal micelles through changes in the yield stress of the material. This work adds to the new growing body of literature demonstrating the importance of establishing rigorous pre-shear conditions to improve the accuracy of structured yield stress fluids.

纳米结构环氧复合树脂在粘合剂、涂料、复合材料和3D打印等领域有着广泛的应用。对于这些材料,仔细控制流变特性对于确保其性能达到所需的性能目标至关重要。然而,要准确测量其流变性能是很困难的。在这项工作中,我们建立了一种方法来开发可靠的预剪切(PS)程序来重复测量树脂的表观屈服应力,这对于确保准确理解材料行为至关重要。本研究的树脂由环氧树脂和纳米粘土作为剪切稀释剂,离子液体(1-乙基-3-甲基咪唑双氰酰胺)作为潜固化剂,聚(环氧乙烷-b-环氧丙烷-b-环氧乙烷)嵌段共聚物(BCP)作为纳米结构组分组成。我们建立了一种方法来评估预剪协议的有效性,并评估了几种方法来确定预剪程序,从而在流变仪上产生可重复的瞬态蠕变结果。我们发现,对于这些材料,大振幅振荡剪切是最有效的方法,剪切的最佳幅度取决于环氧树脂的组成。通过这种方法的持续应用,我们能够使用瞬态蠕变测试来确定环氧树脂/BCP树脂中的相边界,当BCP胶束通过材料屈服应力的变化经历从球形到六边形胶束的有序转变时。这项工作增加了新的越来越多的文献表明建立严格的预剪切条件的重要性,以提高结构屈服应力流体的准确性。
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引用次数: 0
A novel generalized strain hardening index (SHI) for long-chain branched polymer melts and its correlation to the steady-state compliance 一种新的长链支化聚合物熔体广义应变硬化指数(SHI)及其与稳态柔度的关系
IF 3 3区 工程技术 Q2 MECHANICS Pub Date : 2025-08-04 DOI: 10.1007/s00397-025-01509-8
Manfred H. Wagner, Max G. Schußmann, Manfred Wilhelm, Valerian Hirschberg

Strain hardening of polymer melts in extensional flows is considered a desirable rheological feature because it stabilizes the homogeneity of free surface flows which is of importance, e.g., in film blowing, blow molding, and fiber spinning. Relating strain hardening to molecular characteristics, specifically topology in homopolymer melts, has been a long-standing challenge in rheology. While long-chain branching is known to be a decisive feature to enhance strain hardening, a general, quantitative relation between strain hardening and molecular topology is still missing. We propose a novel Strain Hardening Index (SHI) that can be used to assess the strain hardening behavior and to compare strain hardening of polymer melts with different topology and different chemistry, and we discuss its correlation with the steady-state compliance (J_s^0). We consider the strain hardening characteristics of model polystyrene comb and pom-pom systems as well as of model poly(( ±)-lactide) graft copolymers and several polydisperse low-density polyethylene melts. We show that the proposed SHI of typical low-density polyethylene melts is equivalent to that of polystyrene pom-poms and combs with specific topologies. This finding might pave the way to rheologically informed topological tailoring of the strain hardening of industrially important polymers such as, e.g., polyethylene.

Graphical Abstract

聚合物熔体在拉伸流动中的应变硬化被认为是一种理想的流变特性,因为它稳定了自由表面流动的均匀性,这在吹膜、吹塑和纤维纺丝中是很重要的。将应变硬化与分子特性,特别是均聚物熔体的拓扑结构联系起来,一直是流变学中长期存在的挑战。虽然已知长链分支是增强应变硬化的决定性特征,但应变硬化与分子拓扑结构之间的一般定量关系仍然缺失。我们提出了一种新的应变硬化指数(SHI),可以用来评估应变硬化行为,并比较不同拓扑结构和不同化学成分的聚合物熔体的应变硬化,我们讨论了它与稳态柔度的关系(J_s^0)。我们考虑了模型聚苯乙烯梳状和pomm -pom体系以及模型聚(±)-丙交酯接枝共聚物和几种多分散低密度聚乙烯熔体的应变硬化特性。我们表明,提出的典型低密度聚乙烯熔体的SHI与具有特定拓扑结构的聚苯乙烯绒球和梳子的SHI相当。这一发现可能为工业上重要的聚合物(如聚乙烯)应变硬化的流变学拓扑定制铺平道路。图形摘要
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引用次数: 0
‘Ideal’ thixotropic models and their phenomenological behaviour “理想”触变模型及其现象学行为
IF 3 3区 工程技术 Q2 MECHANICS Pub Date : 2025-07-30 DOI: 10.1007/s00397-025-01513-y
Emily Cook, Mahdi Davoodi, Duncan Hewitt

Numerous industrial, biological and geophysical fluids display the time-dependent rheological property known as thixotropy, in which the viscosity evolves over time and in response to changes in stress or strain rate. A wide range of phenomenological behaviour is associated with this property, and numerous models have been proposed and used to capture this. The aim of this paper is to classify systematically how modelling choices correspond to predicted behaviour, and, conversely, how observed behaviour can inform modelling choices. To this end, ‘ideal’ thixotropic models (without elasticity) are considered from a theoretical standpoint and the range of behaviour that different models can predict are explored. The approach is illustrated by considering the steady and transient responses to simple shear, with particular emphasis given to the role of the steady-state flow curve for a given model construction. The requirements for models to capture complex rheological phenomena like yield-stress ageing and “viscosity bifurcations” are outlined, and the implications of different modelling choices are discussed. The importance of carefully analysing the type of behaviour that a given thixotropic model can exhibit is highlighted.

许多工业、生物和地球物理流体显示出随时间变化的流变特性,即触变性,其中粘度随着时间的推移而变化,并响应应力或应变速率的变化。广泛的现象学行为与这一特性有关,许多模型已经被提出并用于捕捉这一特性。本文的目的是系统地分类建模选择如何与预测行为相对应,以及相反,观察到的行为如何为建模选择提供信息。为此,从理论角度考虑了“理想”触变模型(无弹性),并探索了不同模型可以预测的行为范围。该方法通过考虑简单剪切的稳态和瞬态响应来说明,特别强调了稳态流动曲线在给定模型结构中的作用。概述了对模型的要求,以捕获复杂的流变现象,如屈服应力老化和“粘度分岔”,并讨论了不同的建模选择的含义。强调了仔细分析给定触变模型可能表现出的行为类型的重要性。
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引用次数: 0
Sample uniformity during elongational measurements on polymer melts and its visualization on Sentmanat-type rheometers 聚合物熔体拉伸测量中的样品均匀性及其在sentmanat型流变仪上的显示
IF 3 3区 工程技术 Q2 MECHANICS Pub Date : 2025-07-12 DOI: 10.1007/s00397-025-01507-w
José Alberto Rodríguez Agudo, Jan Haeberle, Jörg Läuger, Joachim Kaschta, Helmut Münstedt

Measurements of elongational properties of polymer melts with counter-rotating drums according to Sentmanat have become very popular over recent years. However, some results contrary to those obtained from classical elongational rheometers are published, particularly at higher elongations at which the uniformity of sample deformation plays a decisive role. In this paper, it is reviewed how the uniformity of sample geometry was determined in pioneering devices, and experimental results were verified by applying various deformation modes and different types of rheometers. Concerning the commercial counter-rotating drums insets, uniform sample deformation is often assumed but rarely verified. To overcome this deficiency, a video equipment synchronized with the rheometer functions was installed. On commercial products of a high density polyethylene and a linear polypropylene, it was shown that maxima of tensile stress or elongational viscosity, respectively, are accompanied by non-uniform elongations. An algorithm is presented for the numerical description of the sample edges. From a comparison of the width averages as a function of experimental time with the corresponding data for the uniform deformation, conclusions with respect to the uniformity of a sample can be drawn and the range assessed, in which an evaluation is based on reliable measurements.

Graphical Abstract

根据Sentmanat的说法,用反向旋转鼓测量聚合物熔体的拉伸性能近年来非常流行。然而,发表了一些与经典伸长流变仪所得结果相反的结果,特别是在较高伸长时,试样变形的均匀性起决定性作用。本文综述了先锋装置中试样几何形状均匀性的测定方法,并利用不同的变形模式和不同类型的流变仪对实验结果进行了验证。对于商业反转滚筒插页,通常假设样品均匀变形,但很少验证。为了克服这一缺陷,安装了与流变仪功能同步的视频设备。在高密度聚乙烯和线性聚丙烯的商品产品中,拉伸应力和伸长粘度的最大值分别伴随着不均匀的伸长。提出了一种样本边缘的数值描述算法。将宽度平均值随实验时间的变化与均匀变形的相应数据进行比较,可以得出关于试样均匀性的结论,并对其范围进行评定,这种评定是以可靠的测量为基础的。图形抽象
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引用次数: 0
Capillary-driven thinning of DNA solutions 毛细管驱动的DNA溶液稀释
IF 3 3区 工程技术 Q2 MECHANICS Pub Date : 2025-07-09 DOI: 10.1007/s00397-025-01510-1
Silvia Nardone, Simon J. Haward, Amy Q. Shen, Vincenzo Calabrese

Capillary thinning of polymeric fluids is central to biological and industrial processes, yet the mechanisms governing thinning dynamics remain unresolved, especially for semi-flexible polymers. Using ideal solutions of semi-flexible DNA, we validate a phenomenological model for exponential capillary thinning that accounts for each polymer in the molecular weight distribution. For semi-flexible polymers, self-selection of the exponential time constant occurs by a fundamentally different mechanism than for highly flexible systems, and is not simply governed by the longest polymers in the molecular weight distribution.

聚合物流体的毛细管稀释是生物和工业过程的核心,但控制稀释动力学的机制仍未解决,特别是对于半柔性聚合物。使用半柔性DNA的理想溶液,我们验证了指数毛细管稀释的现象学模型,该模型考虑了分子量分布中的每种聚合物。对于半柔性聚合物,指数时间常数的自选择发生的机制与高度柔性系统根本不同,并且不简单地由分子量分布中最长的聚合物控制。
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引用次数: 0
Vane rheometry of viscoelastic liquids and yield stress fluids 粘弹性流体和屈服应力流体的叶片流变学
IF 3 3区 工程技术 Q2 MECHANICS Pub Date : 2025-07-07 DOI: 10.1007/s00397-025-01498-8
Damien C. Vadillo, Crystal E. Owens, Alessandro Perego, Gareth H. McKinley

An inter-laboratory comparison was performed to set a baseline for how the properties of difficult materials vary based on location and measurement tool. These tests focused on rheology of a Newtonian fluid, a viscous silicone oil, and two colloidal gels with yield stress behavior: a commercially available milk-based cream and an aging aluminum oxide hydroxide gel. Rheological data were collected on these materials using an array of rheometric test geometries including a cone and plate, parallel plates, a cup and bob, a 4-arm vane, and 12- and 24-arm vanes having fractal cross section that were fabricated independently by each lab and for which accurate torque and rotation conversion factors have been established. Characterization by the 3D-printed fractal vanes agree between the two laboratories and agree with reference data obtained with cone-and-plate, parallel-plate, and cup-and-bob measurement tools. The viscous oil exhibited predominantly Newtonian behavior in shear while weak viscoelastic effects emerged at high frequency and can be accurately described by a fractional Maxwell model. The colloidal gels exhibited a more intricate thixo-elastoviscoplastic (TEVP) rheological behavior, including thixotropy, as well as distinct dynamic and static yield stresses. To explore the elastoviscoplastic character of these systems, we show how the fractal vane geometry can be readily utilized with such materials to measure creep and partial elastic recoil without concern about slip or shear banding.

进行了实验室间的比较,以设置基于位置和测量工具的难处理材料性能变化的基线。这些测试集中在牛顿流体、粘性硅油和两种具有屈服应力行为的胶体凝胶的流变学上:一种是市售的乳基奶油,另一种是老化的氢氧化铝凝胶。这些材料的流变学数据是通过一系列流变学测试几何形状收集的,包括锥体和平板、平行板、杯形和圆形、4臂叶片、12臂和24臂叶片,这些叶片具有分形截面,由每个实验室独立制作,并建立了精确的扭矩和旋转转换因子。3d打印分形叶片的表征与两个实验室的结果一致,也与锥-板、平行板和杯-鲍勃测量工具获得的参考数据一致。黏性油在剪切时主要表现为牛顿力学行为,而在高频时出现弱粘弹性效应,可以用分数阶麦克斯韦模型精确描述。胶体凝胶表现出更复杂的触变-弹粘塑性(TEVP)流变行为,包括触变性,以及不同的动态和静态屈服应力。为了探索这些系统的弹粘塑性特性,我们展示了分形叶片几何形状如何可以很容易地与这些材料一起用于测量蠕变和部分弹性反冲,而无需担心滑移或剪切带。
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引用次数: 0
An effective viscosity model for suspensions of non-Brownian particles in aqueous xanthan gum matrices 黄原胶基质中非布朗颗粒悬浮液的有效粘度模型
IF 3 3区 工程技术 Q2 MECHANICS Pub Date : 2025-07-05 DOI: 10.1007/s00397-025-01508-9
Federico Peruzzini, Jonathan M. Dodds, Christopher J. Cunliffe, Henry C.-H. Ng, Robert J. Poole

Several models are available in the literature describing the viscosity of suspensions, but only a few incorporate the complex nature of the matrix. When they do so, they use the power law model. We propose a viscosity model based on the Cross model for non-Newtonian suspensions, consisting of non-Brownian particles in aqueous xanthan gum (XG) solutions. Aqueous solutions of xanthan gum with and without calcium carbonate particles (CC) were tested. We prepared mixtures with tap water at XG wt% in the semidilute regime, and CC vol% between 5% and 30%. Two different mixing protocols were used, differing in whether or not solutions were prepared via dilution with the stock XG solution. The base xanthan gum viscosities were collapsed into a master curve based on the Cross model. The shear-thinning behaviour is described as a function of polymer concentration by scaling laws for the Cross parameters, the zero-shear viscosity (eta _{0}), infinite shear viscosity (eta _{infty }), consistency index K and the m index. Protocol 1 mixtures could give rise to suspensions viscosities lower than the base XG fluid. This behaviour was attributed to the mixing procedure and named the “dilution effect”. Protocol 2 was developed to correct the mixing procedure. A predictive model was formulated by deriving an effective viscosity equation using the Cross model. The results show the relative effective viscosity to be roughly independent of the shear rate between (1 mathrm{s^{-1}}) and (1000 mathrm{s^{-1}}). A collapse of the average relative effective viscosities was achieved using an existing model for Newtonian suspensions.

几种模型是可用的,在文献中描述悬浮液的粘度,但只有少数纳入矩阵的复杂性质。当他们这样做时,他们使用幂律模型。我们提出了一个基于Cross模型的非牛顿悬浮液的粘度模型,该悬浮液由黄原胶水溶液中的非布朗粒子组成。对黄原胶水溶液进行了碳酸钙颗粒(CC)和不含碳酸钙颗粒(CC)的测定。我们用xgwt的自来水配制混合物% in the semidilute regime, and CC vol% between 5% and 30%. Two different mixing protocols were used, differing in whether or not solutions were prepared via dilution with the stock XG solution. The base xanthan gum viscosities were collapsed into a master curve based on the Cross model. The shear-thinning behaviour is described as a function of polymer concentration by scaling laws for the Cross parameters, the zero-shear viscosity (eta _{0}), infinite shear viscosity (eta _{infty }), consistency index K and the m index. Protocol 1 mixtures could give rise to suspensions viscosities lower than the base XG fluid. This behaviour was attributed to the mixing procedure and named the “dilution effect”. Protocol 2 was developed to correct the mixing procedure. A predictive model was formulated by deriving an effective viscosity equation using the Cross model. The results show the relative effective viscosity to be roughly independent of the shear rate between (1 mathrm{s^{-1}}) and (1000 mathrm{s^{-1}}). A collapse of the average relative effective viscosities was achieved using an existing model for Newtonian suspensions.
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引用次数: 0
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Rheologica Acta
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