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Terpenoids as solvents for the separation of 2,3-butanediol from water: Phase equilibria and process evaluation 用萜类溶剂从水中分离2,3-丁二醇:相平衡和工艺评价
IF 2.7 3区 工程技术 Q3 CHEMISTRY, PHYSICAL Pub Date : 2026-01-01 Epub Date: 2025-08-23 DOI: 10.1016/j.fluid.2025.114572
William Graf von Westarp, Janik Hense, Moritz Haas, Andreas Jupke
2,3-butanediol (2,3-BDO) is a versatile platform chemical that can be produced via fermentation in aqueous solution. The energy intensive recovery of the high boiling 2,3-BDO from water via distillation hinders the economic viability of biotechnological produced 2,3-BDO. Hence, extraction-distillation processes using novel solvents from the class of terpenoids, namely menthol, thymol, and carvacrol, are proposed. To this end, binary and ternary liquid-liquid equilibrium (LLE) data for H2O, 2,3-BDO, and each terpenoid, as well as boiling point data for 2,3-BDO and the respective terpenoid, are measured. The thermodynamic phase equilibria are correlated with the non-random two liquid (NRTL) model and consecutive process design of the extraction-distillation processes is conducted using Aspen Plus. Conventional solvents (isobutanol, 1-butanol, and oleylalcohol), thymol, and carvacrol are assessed in terms of specific exergy demand for the production of 2,3-BDO. The lowest specific exergy demands were found for oleyl alcohol (5.38 kJ g−1) and thymol (5.14 kJ g−1), carvacrol (5.49 kJ g−1). Hence, terpenoids are a competitive class of solvents and should be included in solvent screening approaches.
2,3-丁二醇(2,3- bdo)是一种多功能平台化学品,可以通过在水溶液中发酵生产。通过蒸馏从水中回收高沸点2,3- bdo的能源密集型阻碍了生物技术生产2,3- bdo的经济可行性。因此,从萜类化合物,即薄荷醇、百里香酚和香芹酚中,提出了使用新型溶剂的提取-蒸馏工艺。为此,测量了H2O、2,3- bdo和每种萜类化合物的二元和三元液液平衡(LLE)数据,以及2,3- bdo和每种萜类化合物的沸点数据。热力学相平衡与非随机两液(NRTL)模型相关联,并利用Aspen Plus对萃取-精馏过程进行连续工艺设计。传统溶剂(异丁醇、1-丁醇和油醇)、百里香酚和香芹酚根据生产2,3- bdo的特定能源需求进行评估。油醇(5.38 kJ g−1)、百里香酚(5.14 kJ g−1)、香芹酚(5.49 kJ g−1)的比能需要量最低。因此,萜类化合物是一类具有竞争力的溶剂,应纳入溶剂筛选方法。
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引用次数: 0
Phase equilibria of carbon dioxide + sulfur hexafluoride mixed gas hydrate as fundamental data toward improving the mechanical properties of marine sediments 二氧化碳+六氟化硫混合气体水合物的相平衡是改善海洋沉积物力学性能的基础数据
IF 2.8 3区 工程技术 Q3 CHEMISTRY, PHYSICAL Pub Date : 2026-01-01 Epub Date: 2025-07-05 DOI: 10.1016/j.fluid.2025.114525
Tasuku Ishikawa , Takeshi Sugahara , Takayuki Hirai , Norimasa Yoshimoto
Isothermal phase equilibria of carbon dioxide (CO2) + sulfur hexafluoride (SF6) mixed gas hydrate at temperatures of 281.85 K, 284.05 K, 288.05 K, 291.05 K, 291.74 K, and 292.20 K were measured so as to improve the mechanical properties of marine sediment by hydrate cementation. The addition of SF6 significantly reduces the equilibrium pressure of CO2-containing mixed gas hydrate at each temperature. At temperatures above the quadruple point Q2 (pure CO2 hydrate + aqueous + CO2-rich liquid + vapor phases) of 283.22 K, the four-phase (mixed gas hydrate + aqueous + guest-rich liquid + vapor phases) equilibrium point(s) exists(exist) on the isotherms of the CO2+SF6 mixed gas hydrate system. The four-phase equilibrium curve was connected from the quadruple point Q2 of pure CO2 hydrate to that of pure SF6 hydrate and had a maximum temperature point at 292.0 ± 0.2 K, which is higher than both the Q2 temperatures of pure CO2 hydrate and pure SF6 hydrate. Therefore, the addition of SF6 to CO2 brings a significant effect to expand the thermodynamically stable region of CO2-containing mixed gas hydrate in order for simultaneous CO2 storage and sediment improvement to be realized at marine sediment.
测定了二氧化碳(CO2) +六氟化硫(SF6)混合气体水合物在281.85 K、284.05 K、288.05 K、291.05 K、291.74 K和292.20 K温度下的等温相平衡,目的是通过水合物胶结改善海洋沉积物的力学性能。SF6的加入显著降低了各温度下含co2混合气体水合物的平衡压力。当温度高于283.22 K的四点Q2(纯CO2水合物+水相+富CO2液体+气相)时,在CO2+SF6混合气体水合物体系的等温线上存在四相(混合气体水合物+水相+富guest液体+气相)平衡点(s)。四相平衡曲线由纯CO2水合物的四点Q2与纯SF6水合物的四点Q2相连,其最高温度点为292.0±0.2 K,高于纯CO2水合物和纯SF6水合物的Q2温度。因此,在CO2中加入SF6对扩大含CO2混合气体水合物的热力学稳定区域,实现海洋沉积物中CO2的同时储存和改善底质具有显著的作用。
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引用次数: 0
Thermodynamic modeling CO2 absorption in semi-aqueous monoethanolamine with N-methyl-2-pyrrolidone using electrolyte NRTL model 利用电解质NRTL模型模拟n -甲基-2-吡咯烷酮在半水单乙醇胺中的CO2吸收
IF 2.8 3区 工程技术 Q3 CHEMISTRY, PHYSICAL Pub Date : 2026-01-01 Epub Date: 2025-07-18 DOI: 10.1016/j.fluid.2025.114532
Yi-Min Chen, Yu-Fan Chen, Yu-Jeng Lin
Partially replacing water with N-methyl-2-pyrrolidone (NMP) in aqueous monoethanolamine (MEA) solutions has been shown to reduce the energy demand of CO2 capture. However, the absence of rigorous thermodynamic models for semi-aqueous MEA-NMP solvents hinders process design and optimization. This study develops a thermodynamic model for CO₂ absorption in NMP–H2O–MEA–CO2 mixtures using the electrolyte NRTL framework. The model extends the established H2O–MEA–CO2 system by incorporating NMP-specific parameters while preserving accuracy in the aqueous regime. A sequential regression approach is applied to correlate key properties relevant to CO2 capture, including CO₂ solubility, excess enthalpy, heat of absorption, and liquid heat capacity across binary to quaternary systems. Viscosity and density are also modeled to support mass transfer calculations. To improve model accuracy, new CO2 solubility data are measured for NMP–H₂O–MEA–CO2 mixtures at 313–393 K. The model accurately represents CO2 solubility across a wide range of CO2 loadings, temperatures, and NMP contents, revealing a decrease in solubility and a 10–25 kJ/mol CO2 increase in heat of absorption with NMP addition. The developed model enables rigorous process simulation and facilitates the design of energy-efficient CO2 capture using semi-aqueous MEA-NMP solvents.
在单乙醇胺(MEA)水溶液中用n -甲基-2-吡咯烷酮(NMP)部分取代水已被证明可以减少二氧化碳捕获的能源需求。然而,缺乏严格的半水MEA-NMP溶剂热力学模型阻碍了工艺设计和优化。本研究利用电解质NRTL框架建立了NMP-H2O-MEA-CO2混合物中CO₂吸收的热力学模型。该模型通过纳入nmp特异性参数扩展了已建立的H2O-MEA-CO2系统,同时保持了水态的准确性。序列回归方法应用于关联与CO2捕获相关的关键特性,包括CO2溶解度、过剩焓、吸收热和跨二元到四元体系的液体热容。粘度和密度也建模,以支持传质计算。为了提高模型精度,在313-393 K下测量了NMP-H₂- mea - CO2混合物的新的CO2溶解度数据。该模型准确地代表了二氧化碳在广泛的二氧化碳负荷、温度和NMP含量范围内的溶解度,揭示了加入NMP后,二氧化碳的溶解度降低,吸收热增加10-25 kJ/mol。开发的模型能够进行严格的过程模拟,并促进使用半水MEA-NMP溶剂的节能CO2捕获设计。
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引用次数: 0
Investigating the dissolution behavior and revealing the thermodynamic mechanism of Ethyl L-phenylalaninate hydrochloride in several neat and binary solvents 研究了l -苯丙酸乙酯在几种纯溶剂和二元溶剂中的溶解行为并揭示了热力学机理
IF 2.8 3区 工程技术 Q3 CHEMISTRY, PHYSICAL Pub Date : 2026-01-01 Epub Date: 2025-07-05 DOI: 10.1016/j.fluid.2025.114524
Pengshuai Zhang , Binbin Wu , Ranran Feng , Jiaxuan Xu , Jiaqi Li , Shuoye Yang , Peng Li
This study investigated the solubility of ethyl l-phenylalaninate hydrochloride (H-Phe-OEt.HCl) in seven neat solvents (1-Propanol, 1,4-Dioxane, 2-Butoxyethanol, 2-Propoxyethanol, Isopropyl alcohol, 1-Butanol, THF) and two binary (2-Propoxyethanol + THF, 2-Butoxyethanol + 1-Propanol) solvent mixtures from 283.15 K to 323.15 K under atmospheric pressure. The solubility of H-Phe-OEt.HCl in the neat solvents was correlated by the NRTL, Buchowski-Ksiazczak λh, Margules, NRTL-SAC, Jouyban and van't Hoff model. For the binary solvent mixtures (2-Propoxyethanol + THF, 2-Butoxyethanol + 1-Propanol), the NRTL, van't Hoff, Jouyban-Acree van't Hoff and Ma model were employed to correlate the obtained solubility. Hansen solubility parameters (HSPs) was used to evaluate the dissolution trend of H-Phe-OEt.HCl in the selected solvents. In addition, the apparent thermodynamic parameters such as ΔsolH° (apparent standard enthalpy change), ΔsolS° (apparent standard entropy change) and ΔsolG° (apparent standard Gibbs energy change) was calculated to evaluate the dissolution mechanism, all the positive values of ΔsolH°, ΔsolS° and ΔsolG° illustrated that the dissolution of H-Phe-OEt.HCl was an endothermic and entropy-increase process. The current study could provide critical insights for optimizing industrial crystallization, purification, and separation processes of H-Phe-OEt.HCl.
本研究考察了l-苯丙酸乙酯盐酸盐(h -ph - oet . hcl)在7种纯溶剂(1-丙醇、1,4-二氧环、2-丁氧基乙醇、2-丙氧基乙醇、异丙醇、1-丁醇、THF)和2种二元溶剂(2-丙氧基乙醇+ THF、2-丁氧基乙醇+ 1-丙醇)中283.15 K至323.15 K的常压下的溶解度。h - ph - oet的溶解度。通过NRTL模型、Buchowski-Ksiazczak λh模型、Margules模型、NRTL- sac模型、Jouyban模型和van't Hoff模型对纯溶剂中的HCl进行了相关性分析。对于二元溶剂混合物(2-丙氧基乙醇+ THF, 2-丁氧基乙醇+ 1-丙醇),采用NRTL、van't Hoff、Jouyban-Acree van't Hoff和Ma模型来关联得到的溶解度。采用汉森溶解度参数(HSPs)评价h - ph - oet的溶出趋势。选择溶剂中的HCl。此外,通过计算表观标准焓变ΔsolH°、表观标准熵变ΔsolS°和表观标准吉布斯能变ΔsolG°等热力学参数来评价溶解机理,ΔsolH°、ΔsolS°和ΔsolG°均为正值,说明h - ph - oet发生了溶解。HCl是一个吸热和熵增加的过程。本研究可为优化h - fe - oet . hcl的工业结晶、纯化和分离工艺提供重要见解。
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引用次数: 0
Integrated experimental and theoretical investigation of hydrogen absorption and desorption in ZrMn2 compounds ZrMn2化合物吸氢和解吸氢的综合实验和理论研究
IF 2.7 3区 工程技术 Q3 CHEMISTRY, PHYSICAL Pub Date : 2026-01-01 Epub Date: 2025-07-27 DOI: 10.1016/j.fluid.2025.114543
Rached Ben Mehrez , Chaker Briki , Lilia El Amraoui , Kais Ouni , Abdelmajid Jemni
This comprehensive study investigates the hydrogen absorption–desorption mechanisms in ZrMn2 compounds through a combination of experimental and theoretical approaches. The research systematically explores the alloy's physical and thermodynamic properties, emphasizing its structural integrity and thermodynamic stability. Pressure–composition–temperature (PCT) isotherms are employed to evaluate the hydrogen storage capacity and reversibility. Concurrently, theoretical models based on statistical physics are used to elucidate macroscale interactions, internal energy variations, and lattice strain behavior during hydrogen cycling. The hydrogen uptake process begins with physisorption, followed by dissociative chemisorption of hydrogen molecules at the surface, which then diffuse into the alloy matrix. The findings advance the understanding of hydrogen-intermetallic interactions and offer valuable insights for the development of ZrMn2-based materials in next-generation solid-state hydrogen storage systems, where optimizing storage capacity and kinetic performance is essential.
本研究通过实验和理论相结合的方法研究了ZrMn2化合物的吸氢-解吸机理。该研究系统地探讨了合金的物理和热力学性能,强调其结构完整性和热力学稳定性。采用压力-成分-温度(PCT)等温线评价储氢能力和可逆性。同时,基于统计物理的理论模型用于阐明氢循环过程中的宏观相互作用、内能变化和晶格应变行为。氢的吸收过程从物理吸附开始,然后是表面氢分子的离解化学吸附,然后扩散到合金基体中。这些发现促进了对氢-金属间相互作用的理解,并为下一代固态储氢系统中基于zrmn2的材料的开发提供了有价值的见解,其中优化存储容量和动力学性能至关重要。
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引用次数: 0
Optimized GC-PC-SAFT parameterization for high-accuracy thermodynamic prediction of diverse ionic liquids 优化的GC-PC-SAFT参数化用于各种离子液体的高精度热力学预测
IF 2.7 3区 工程技术 Q3 CHEMISTRY, PHYSICAL Pub Date : 2026-01-01 Epub Date: 2025-08-09 DOI: 10.1016/j.fluid.2025.114554
Yiran Wang, Zhiyu Yan, Maogang He, Xiangyang Liu
Ionic liquids (ILs) are emerging solvents, and the reliable prediction of thermodynamic properties is challenging for process design because of their diverse structures. The integration of the perturbed-chain statistical associating fluid theory equation of state (PC-SAFT EoS) with the group contribution (GC) method establishes a robust framework for thermodynamic property prediction. However, challenges remain in modeling properties of ILs through GC-PC-SAFT EoS, primarily due to limited group universality and insufficient systematic parameterization. In this study, complex anions and cations are divided into multiple smaller sub-groups, and the group contribution parameters of the GC-PC-SAFT EoS were determined based on extensive experimental data and the global search algorithm. The optimized parameterization achieved the accurate calculation, with average absolute relative deviations of 1.2% for the density and 2.5% for isobaric heat capacity across 129 ILs over a wide temperature and pressure range. Furthermore, model validation confirmed its strong predictive capability for the density, isobaric heat capacity, and speed of sound of both pure ILs and their binary mixtures.
离子液体是一种新兴的溶剂,由于其结构的多样性,对其热力学性质的可靠预测给工艺设计带来了挑战。将微扰链统计关联流体理论状态方程(PC-SAFT EoS)与群贡献(GC)方法相结合,建立了一个鲁棒的热力学性质预测框架。然而,通过GC-PC-SAFT EoS建模il的特性仍然存在挑战,主要是由于有限的群体通用性和系统参数化不足。在本研究中,将复杂的阴离子和阳离子划分为多个较小的亚群,并基于大量的实验数据和全局搜索算法确定GC-PC-SAFT EoS的基团贡献参数。优化的参数化实现了精确的计算,在较宽的温度和压力范围内,129 il的密度和等压热容的平均绝对相对偏差为1.2%和2.5%。此外,模型验证证实了该模型对纯离子及其二元混合物的密度、等压热容和声速具有较强的预测能力。
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引用次数: 0
Microscopic description of the liquid–gas coexistence curve for Morse fluids in the immediate vicinity of the critical point 临界点附近莫尔斯流体液气共存曲线的微观描述
IF 2.7 3区 工程技术 Q3 CHEMISTRY, PHYSICAL Pub Date : 2026-01-01 Epub Date: 2025-08-14 DOI: 10.1016/j.fluid.2025.114551
I.V. Pylyuk, M.P. Kozlovskii, R.V. Romanik
The present work is aimed at investigating the behavior of Morse fluids in the immediate vicinity of the critical point within the framework of a cell model. This region is of both fundamental and practical importance, yet presents analytical challenges due to the significant influence of order parameter fluctuations. An analytical procedure is developed to construct the upper part of the liquid–gas coexistence curve and calculate its diameter, incorporating the non-Gaussian (quartic) distribution of fluctuations. An explicit expression is derived for the temperature-dependent analytical term appearing in the expression for the rectilinear diameter. The numerical evaluation of the relevant quantities is carried out using Morse potential parameters representative of sodium. The coexistence curve is constructed both with and without the inclusion of the analytical temperature-dependent term in the calculation. A specific condition is identified under which the agreement between the presented binodal branches and Monte Carlo simulation data from other study, extrapolated to the immediate vicinity of the critical point, is improved. It is shown that better agreement is achieved when the analytical term is included in the calculation of the liquid branch and omitted in the gas branch. The proposed analytical approach may provide useful insight for the theoretical study of critical phenomena in more complex fluid systems.
目前的工作是旨在调查莫尔斯流体的行为在一个细胞模型的框架内的临界点附近。该区域既具有基础意义又具有实际意义,但由于序参量波动的显著影响,对分析提出了挑战。考虑波动的非高斯(四次)分布,提出了一种构造液气共存曲线上半部分并计算其直径的解析方法。对于直线直径表达式中出现的与温度相关的解析项,导出了一个显式表达式。采用以钠为代表的莫尔斯电势参数对相关量进行了数值计算。在计算中加入温度相关项和不加入温度相关项时,分别构建了共存曲线。确定了一个特定条件,在此条件下,所提出的双节点分支与其他研究的蒙特卡罗模拟数据之间的一致性得到了改善,外推到临界点附近。结果表明,在液支计算中加入解析项,在气支计算中省略解析项,可以得到较好的一致性。所提出的分析方法可以为更复杂流体系统中临界现象的理论研究提供有用的见解。
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引用次数: 0
Mastering carbon nanotube dispersion: A simplified model for industrial and environmental innovation 掌握碳纳米管分散:工业和环境创新的简化模型
IF 2.8 3区 工程技术 Q3 CHEMISTRY, PHYSICAL Pub Date : 2026-01-01 Epub Date: 2025-07-23 DOI: 10.1016/j.fluid.2025.114534
Mohammad Hossein Keshavarz, Mojgan Fathi, Zeinab Shirazi
Carbon nanotubes (CNTs) are celebrated for their extraordinary mechanical, electrical, and thermal properties, yet their industrial adoption remains hindered by aggregation issues. Achieving stable dispersion in organic solvents is critical for unlocking their potential in advanced composites, flexible electronics, energy storage, and environmental remediation. Current quantitative structure-property relationship (QSPR) models for predicting CNT dispersibility rely on computationally intensive descriptors, such as quantum-chemical or topological parameters, which limit their practical accessibility. This study introduces a streamlined predictive model that uses only three intuitive solvent descriptors—hydrogen-bonding capacity, hydrophobicity, and a novel π-π interaction parameter—to achieve exceptional accuracy (training r² = 0.917, external validation r² = 0.963) and precision (RMSE = 0.236 vs. 0.337 for prior models). Innovations include leveraging amine/amide functional groups for stabilization and eliminating dependence on complex computational tools. The model’s robustness is validated through rigorous statistical testing (leave-many-out cross-validation q² = 0.823) and applicability domain analysis. By prioritizing simplicity without compromising performance, this work bridges the gap between lab-scale nanotechnology research and scalable industrial applications, such as water purification and pollution remediation, offering a user-friendly alternative to traditional QSPR frameworks.
碳纳米管(CNTs)以其非凡的机械、电气和热性能而闻名,但其工业应用仍然受到聚集问题的阻碍。在有机溶剂中实现稳定的分散对于释放它们在先进复合材料、柔性电子、能源存储和环境修复方面的潜力至关重要。目前用于预测碳纳米管分散性的定量结构-性质关系(QSPR)模型依赖于计算密集型描述符,如量子化学或拓扑参数,这限制了它们的实际可及性。本研究引入了一个简化的预测模型,该模型仅使用三个直观的溶剂描述符——氢键容量、疏水性和一个新的π-π相互作用参数——来实现出色的准确度(训练r²= 0.917,外部验证r²= 0.963)和精度(RMSE = 0.236,而先前模型的RMSE = 0.337)。创新包括利用胺/酰胺官能团来稳定和消除对复杂计算工具的依赖。通过严格的统计检验(留多交叉验证q²= 0.823)和适用性域分析验证了模型的稳健性。通过优先考虑简单性而不影响性能,这项工作弥合了实验室规模的纳米技术研究和可扩展的工业应用(如水净化和污染修复)之间的差距,为传统的QSPR框架提供了一个用户友好的替代方案。
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引用次数: 0
Graph neural networks embedded into Margules model for vapor–liquid equilibria prediction 将神经网络嵌入marules模型,用于汽液平衡预测
IF 2.8 3区 工程技术 Q3 CHEMISTRY, PHYSICAL Pub Date : 2026-01-01 Epub Date: 2025-07-08 DOI: 10.1016/j.fluid.2025.114520
Edgar Ivan Sanchez Medina , Kai Sundmacher
Predictive thermodynamic models are crucial for the early stages of product and process design. In this paper the performance of Graph Neural Networks (GNNs) embedded into a relatively simple excess Gibbs energy model, the extended Margules model, for predicting vapor–liquid equilibrium at low pressures (less than 5 bar) is analyzed. By comparing its performance against the established UNIFAC-Dortmund model it has been shown that GNNs embedded in Margules achieves an overall lower accuracy. However, higher accuracy is observed in the case of various types of binary mixtures. Moreover, since group contribution methods, like UNIFAC, are limited due to feasibility of molecular fragmentation or availability of parameters, the GNN in Margules model offers an alternative for VLE estimation. The findings establish a baseline for the predictive accuracy that simple excess Gibbs energy models combined with GNNs trained solely on infinite dilution data can achieve.
预测热力学模型对于产品和工艺设计的早期阶段至关重要。本文分析了嵌入相对简单的超额吉布斯能量模型(扩展Margules模型)的图神经网络(GNNs)在低压(小于5 bar)下预测汽液平衡的性能。通过将其性能与已建立的UNIFAC-Dortmund模型进行比较,表明嵌入在Margules中的gnn总体上达到了较低的精度。然而,在各种类型的二元混合物的情况下,观察到更高的精度。此外,由于像UNIFAC这样的群体贡献方法由于分子碎片化的可行性或参数的可用性而受到限制,Margules模型中的GNN为VLE估计提供了另一种选择。这些发现为简单的超额吉布斯能量模型与仅在无限稀释数据上训练的gnn相结合可以实现的预测准确性建立了基线。
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引用次数: 0
Viscosity prediction of asymmetric hydrocarbon mixtures by the soft-SAFT + entropy scaling model 用软saft +熵标度模型预测非对称烃混合物的粘度
IF 2.8 3区 工程技术 Q3 CHEMISTRY, PHYSICAL Pub Date : 2026-01-01 Epub Date: 2025-07-02 DOI: 10.1016/j.fluid.2025.114521
Zhiyu Yan, Yiran Wang, Xiangyang Liu, Maogang He
In this study, we combined the soft-SAFT equation of state (EoS) with entropy scaling to model the correlation between viscosity and residual entropy in pure hydrocarbons and their asymmetric binary mixtures with significant molecular weight disparities. For pure hydrocarbons, the dimensionless viscosity exhibits a distinct univariate dependence on residual entropy. When extended to mixtures, the viscosity is predicted by incorporating contributions from each component without introducing additional adjustable parameters. The model was validated against 1326 experimental viscosity data points for mixtures composed of hydrocarbons with carbon numbers ranging from 5 to 24, yielding an average absolute relative deviation (AARD) of 3.71 %. For the more challenging methane-containing mixtures (where methane viscosity differs by orders of magnitude from the other component), the predictive accuracy was significantly improved with an AARD of only 4.75 %.
在这项研究中,我们将软saft状态方程(EoS)与熵标度相结合,对纯碳氢化合物及其具有显著分子量差异的不对称二元混合物的粘度和剩余熵之间的关系进行了建模。对于纯碳氢化合物,无量纲粘度表现出明显的单变量依赖于剩余熵。当扩展到混合物时,通过结合每个组分的贡献来预测粘度,而不引入额外的可调参数。该模型在1326个实验黏度数据点上进行了验证,得到的平均绝对相对偏差(AARD)为3.71%,适用于碳数为5 ~ 24的烃类混合物。对于更具挑战性的含甲烷混合物(其中甲烷粘度与其他组分相差数个数量级),预测精度显著提高,AARD仅为4.75%。
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引用次数: 0
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Fluid Phase Equilibria
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