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Non-linear AI based viscosity prediction for binary brine data 基于非线性AI的二元卤水黏度预测
Pub Date : 2025-10-01 DOI: 10.1016/j.ctta.2025.100231
Vinita Sangwan , Rashmi Bhardwaj , Marco Alfaro , Andrés Soto-Bubert , Roberto Acevedo
A semi-empirical framework is developed to estimate the viscosity of binary brine systems (m-Pas) over temperatures from 293 to 323 K and molal concentrations between 0 and 4, using a continuous viscosity function η[m,T] constructed from experimental salt-water data. The modeling employs Machine Learning (ML) algorithms – Artificial Neural Network (ANN), Random Forest Regressor (RFR), and Gaussian Process Regressor (GPR) to optimize prediction accuracy with fewer fitting parameters. Comparative assessment shows that the AI-based approach achieves an average absolute deviation (%AAD) below 1%, outperforming conventional models while utilizing fewer parameters. Specifically, the GPR model yielded the best results with a %AAD of 0.96%, root mean square error (RMSE) of 0.0001, and an R2 score of 0.9979, surpassing RFR (%AAD 6.65%) and ANN (%AAD 18.67%). Robustness and model validity are confirmed through rigorous cross-validation and confidence intervals. These findings demonstrate that machine learning, particularly GPR, provides a highly accurate and practical approach for predicting physicochemical properties in aqueous electrolyte environments, enabling effective industrial applications in process optimization and resource management. The results underscore machine learning as a practical approach for modelling physicochemical properties within aqueous electrolyte environments.
本文建立了一个半经验框架,利用从实验盐水数据构建的连续粘度函数η[m,T]来估计二元盐水体系(m- pas)在温度为293 ~ 323 K、摩尔浓度为0 ~ 4时的粘度。建模采用机器学习(ML)算法-人工神经网络(ANN),随机森林回归器(RFR)和高斯过程回归器(GPR),以更少的拟合参数优化预测精度。对比评估表明,基于ai的方法实现了低于1%的平均绝对偏差(%AAD),在使用更少参数的情况下优于传统模型。其中,GPR模型的最佳结果为%AAD为0.96%,均方根误差(RMSE)为0.0001,R2评分为0.9979,超过了RFR (%AAD 6.65%)和ANN (%AAD 18.67%)。通过严格的交叉验证和置信区间来确认稳健性和模型有效性。这些发现表明,机器学习,特别是探地雷达,为预测水电解质环境中的物理化学性质提供了一种高度准确和实用的方法,可以有效地应用于工艺优化和资源管理。这些结果强调了机器学习作为模拟水电解质环境中物理化学性质的实用方法。
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引用次数: 0
Recent advances and ongoing challenges in nanofluids-enhanced cooling technologies 纳米流体增强冷却技术的最新进展和持续挑战
Pub Date : 2025-10-01 DOI: 10.1016/j.ctta.2025.100236
Khairunnisa Waznah Baharin , Mohd Afzanizam Mohd Rosli , Mohd Nurazzi Norizan , Nor Ain Azeany Mohd Nasir , Nanthini Sridewi Appan , Noor Aisyah Ahmad Shah , Intan Juliana Shamsudin , Norherdawati Kasim , Mohd Haizal Mohd Husin , Norli Abdullah
This review article explores the promising applications and performance enhancements offered by nanofluids in modern cooling systems. Nanofluids an engineered colloidal suspension of nanoparticles within conventional base fluids demonstrates superior thermo-physical properties, such as increased thermal conductivity and improved convective heat transfer capabilities. These characteristics position nanofluids as highly effective alternatives to traditional coolants across a wide spectrum of engineering and industrial domains. The article presents an analysis of contemporary research on nanofluid-based cooling technologies, encompassing diverse applications such as heat pipe systems, automotive thermal management, heating, ventilation, and air conditioning (HVAC) systems, solar thermal collectors, electronic device cooling, and machining processes. Emphasis is placed on the potential of nanofluids to enhance energy efficiency, reduce thermal resistance, and improve overall system performance. In addition to highlighting the advantages, the review also addresses key challenges associated with nanofluid implementation, including nanoparticle stability, economic feasibility, and practical integration into existing systems. By synthesizing current findings and identifying future research directions, this article aims to serve as a valuable resource for researchers, engineers, and policymakers seeking to optimize cooling system performance through the strategic use of nanofluid-based technologies.
这篇综述文章探讨了纳米流体在现代冷却系统中的应用前景和性能增强。纳米流体是一种由纳米颗粒组成的工程胶体悬浮液,它在传统的基础流体中具有优越的热物理特性,例如增加了导热性和改善了对流传热能力。这些特性使纳米流体成为传统冷却剂的高效替代品,广泛应用于工程和工业领域。本文介绍了基于纳米流体的冷却技术的当代研究分析,包括各种应用,如热管系统,汽车热管理,加热,通风和空调(HVAC)系统,太阳能集热器,电子设备冷却和加工过程。重点放在纳米流体的潜力,以提高能源效率,减少热阻,并提高整体系统性能。除了强调纳米流体的优势之外,该综述还指出了与纳米流体实施相关的关键挑战,包括纳米颗粒的稳定性、经济可行性以及与现有系统的实际集成。通过综合目前的研究结果和确定未来的研究方向,本文旨在为研究人员、工程师和决策者提供宝贵的资源,通过战略性地使用纳米流体技术来优化冷却系统的性能。
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引用次数: 0
VLE measurement of ternary system containing components of dimethyl oxalate, methanol and 1,2-butanediol under atmospheric pressure 常压下草酸二甲酯、甲醇和1,2-丁二醇三元体系的VLE测定
Pub Date : 2025-10-01 DOI: 10.1016/j.ctta.2025.100227
Rongchun Shen , Yun Chen , Shi Zheng , Yunhai Shi , Jinghong Zhou , Wei Li
Isobaric vapor-liquid Equilibrium (VLE) data for dimethyl oxalate + methanol and methanol + 1,2-butanediol binary systems, as well as the VLE for dimethyl oxalate + methanol + 1,2-butanediol ternary system have been determined using an Ellis equilibrium distiller at 101.325 kPa. The vapor pressure of 1,2-butanol was measured with a Rose equilibrium apparatus under pressure of 0.34 kPa to atmospheric pressure. The thermodynamic consistency tests of the two binary experimental VLE data for dimethyl oxalate + methanol and methanol + 1,2-butanediol were performed according to a statistical method. The two binary experimental data were correlated by the Wilson, non-random two-liquid (NRTL) and universal quasi-chemical (UNIQUAC) activity coefficient models integrated in the authorized Aspen Plus software with the maximum average absolute deviations of 1.42 K for temperature and 0.0153 for vapor phase composition, the binary component interaction parameters were also obtained by this regression. On the basis of these calculated results, the corresponding binary interaction parameters of the dimethyl oxalate and 1,2-butanediol was then regressed from experimental ternary (dimethyl oxalate + methanol +1,2-butanediol) VLE data. These experimental and calculated data are valuable for the separation process design and optimization of dimethyl oxalate hydrogenation to ethylene glycol.
用Ellis平衡蒸馏器在101.325 kPa下测定了草酸二甲酯+甲醇和甲醇+ 1,2-丁二醇二元体系的等压汽液平衡(VLE)数据,以及草酸二甲酯+甲醇+ 1,2-丁二醇三元体系的VLE。在0.34 kPa大气压下,用罗斯平衡仪测定了1,2-丁醇的蒸气压。采用统计学方法对草酸二甲酯+甲醇和甲醇+ 1,2-丁二醇两种二元实验汽液平衡数据进行了热力学一致性检验。采用授权Aspen Plus软件中集成的Wilson、非随机双液(NRTL)和通用准化学(UNIQUAC)活度系数模型对两组二元实验数据进行关联,温度和气相组成的最大平均绝对偏差分别为1.42 K和0.0153 K,并通过回归得到二元组分相互作用参数。在此基础上,对实验三元(草酸二甲酯+甲醇+1,2-丁二醇)VLE数据进行了相应的草酸二甲酯与1,2-丁二醇二元相互作用参数的回归。这些实验和计算数据对草酸二甲酯加氢制乙二醇的分离工艺设计和优化具有一定的参考价值。
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引用次数: 0
Intermolecular interactions of L-alanine and L-valine with the drug ceftriaxone in aqueous solution: A volumetric and viscometric approach l -丙氨酸和l -缬氨酸与头孢曲松在水溶液中的分子间相互作用:体积和粘度测定方法
Pub Date : 2025-10-01 DOI: 10.1016/j.ctta.2025.100229
Ruby Rani , Daljeet Singh Manhas , Rajinder Kumar Bamezai , Saloni Panoch , Sakshi Sharma , Indu Sharma , Ruchi Salaria , Ruchi Sharma
To investigate the molecular interactions of L-alanine and L-valine with a cephalosporin antibiotic drug namely, ceftriaxone we have measured the densities and viscosities of L-alanine and L-valine in (0.01 and 0.02) mol. kg−1 ceftriaxone solutions over a temperature range of (305.15, 310.15 and 315.15) K at 0.1MPa pressure. The apparent molar volume, Vϕ, limiting apparent molar volume, V 0ϕ, the slope, Sv, limiting apparent molar volume of transfer, ΔtrV 0ϕ, limiting apparent molar expansivity, E 0ϕ, and Hepler’s constant, (2V 0ϕ /∂T2)P, have been calculated from density data. The viscosity data has been used to determine relative viscosity ƞr, viscosity B-coefficients, temperature derivative of B-coefficients, dB/dT and viscosity B-coefficients of transfer, trB. The structure-making and structure-breaking behavior of the amino acids were analyzed using the signs and magnitude of Hepler’s constant, (2V 0ϕ /∂T2)P and dB/dT coefficients. The cosphere overlap model was used to interpret the positive transfer volume ΔtrV 0ϕ. The calculated parameters have been discussed in terms of various solute-solute and solute-solvent interactions prevailing in these solutions. The comparison of these effects on the amino acid hydration enables us to have a better understanding of the influence of drug on the protein stabilization.
为了研究l -丙氨酸和l -缬氨酸与头孢曲松的分子相互作用,我们在0.1MPa压力下,在(305.15,310.15和315.15)K的温度范围内,在(0.01和0.02)mol. kg - 1头孢曲松溶液中测量了l -丙氨酸和l -缬氨酸的密度和粘度。表观摩尔体积,vφ,极限表观摩尔体积,v0φ,斜率,Sv,极限表观摩尔转移体积,ΔtrV 0φ,极限表观摩尔膨胀率,e0φ,和Hepler常数(∂2V 0φ /∂T2)P,已经从密度数据中计算出来。粘度数据用于确定相对粘度ƞr、粘度b系数、b系数的温度导数、dB/dT和粘度b传递系数∆trB。利用Hepler常数(∂2V 0ϕ /∂T2)P和dB/dT系数的符号和大小分析了氨基酸的结构形成和结构破坏行为。采用球圈重叠模型解释正传递体积ΔtrV 0ϕ。根据这些溶液中普遍存在的各种溶质-溶质和溶质-溶剂相互作用,讨论了计算参数。这些对氨基酸水合作用的影响的比较使我们能够更好地了解药物对蛋白质稳定的影响。
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引用次数: 0
Temperature dependent thermophysical investigations of uridine nucleoside in aqueous-lysine solutions at different temperatures 不同温度下赖氨酸水溶液中尿苷核苷的温度依赖性热物理研究
Pub Date : 2025-10-01 DOI: 10.1016/j.ctta.2025.100239
S.B. Waghmare , H.N. Pawar , R.V. Dudhate , A.D. Arsule , S.D. Deosarkar
Thermophysical investigations have been carried out for uridine in water and water + lysine (0.01, 0.05 and 0.1 mol kg −1) solutions at different temperatures T=(303. 15, 308.15 and 313.15) K and 0.101 MPa. The measured density and speed of sound data were used to calculateapparent molar volume,V2,ϕ and compatibility κS,2,ϕof solute uridine in aqueous solution of lysine. The partial molar volume and compressibility (V2,φoand,κS,2,ϕ0) were computed using Masson’s and Gucker’s relation. The partial molar transfer volume and compressibility (ΔtV2,φoandΔtκS,2,φ0) has been calculated and discussed. The UV–VIS spectra of uridine in water and in aqueous-lysine solutions have been recorded in order to understand the molecular interactions. The results are interpreted in terms of solute-solvent/solute interactions. Hydration behavior of uridine nucleoside in aqueous solutions of lysine has also been evaluated.
在不同温度T=(303)下,对尿苷在水和水+赖氨酸(0.01、0.05和0.1 mol kg−1)溶液中的表现进行了热物理研究。15、308.15和313.15)K和0.101 MPa。用测得的密度和声速数据计算溶质尿苷在赖氨酸水溶液中的表观摩尔体积、V2、φ和相容性κS、2、ϕ。采用Masson 's和Gucker 's关系计算偏摩尔体积和可压缩性(V2,φoand,κS,2,ϕ0)。对偏摩尔传质体积和压缩系数(ΔtV2,φoandΔtκS,2,φ0)进行了计算和讨论。为了了解尿苷在水和赖氨酸水溶液中的分子相互作用,记录了尿苷在水和赖氨酸水溶液中的紫外可见光谱。结果被解释为溶质-溶剂/溶质相互作用。尿苷核苷在赖氨酸水溶液中的水化行为也进行了评价。
{"title":"Temperature dependent thermophysical investigations of uridine nucleoside in aqueous-lysine solutions at different temperatures","authors":"S.B. Waghmare ,&nbsp;H.N. Pawar ,&nbsp;R.V. Dudhate ,&nbsp;A.D. Arsule ,&nbsp;S.D. Deosarkar","doi":"10.1016/j.ctta.2025.100239","DOIUrl":"10.1016/j.ctta.2025.100239","url":null,"abstract":"<div><div>Thermophysical investigations have been carried out for uridine in water and water + lysine (0.01, 0.05 and 0.1 mol kg <sup>−1</sup>) solutions at different temperatures <em>T</em>=(303. 15, 308.15 and 313.15) K and 0.101 MPa. The measured density and speed of sound data were used to calculateapparent molar volume,<span><math><msub><mi>V</mi><mrow><mn>2</mn><mo>,</mo><mi>ϕ</mi></mrow></msub></math></span> and compatibility <span><math><msub><mi>κ</mi><mrow><mi>S</mi><mo>,</mo><mn>2</mn><mo>,</mo><mi>ϕ</mi></mrow></msub></math></span>of solute uridine in aqueous solution of lysine. The partial molar volume and compressibility (<span><math><msubsup><mi>V</mi><mrow><mn>2</mn><mo>,</mo><mi>φ</mi></mrow><mi>o</mi></msubsup></math></span>and,<span><math><msubsup><mi>κ</mi><mrow><mi>S</mi><mo>,</mo><mn>2</mn><mo>,</mo><mi>ϕ</mi></mrow><mn>0</mn></msubsup></math></span>) were computed using Masson’s and Gucker’s relation. The partial molar transfer volume and compressibility (<span><math><mrow><msub><mstyle><mi>Δ</mi></mstyle><mi>t</mi></msub><msubsup><mi>V</mi><mrow><mn>2</mn><mo>,</mo><mi>φ</mi></mrow><mi>o</mi></msubsup></mrow></math></span>and<span><math><mrow><msub><mstyle><mi>Δ</mi></mstyle><mi>t</mi></msub><msubsup><mi>κ</mi><mrow><mi>S</mi><mo>,</mo><mn>2</mn><mo>,</mo><mi>φ</mi></mrow><mn>0</mn></msubsup></mrow></math></span>) has been calculated and discussed. The UV–VIS spectra of uridine in water and in aqueous-lysine solutions have been recorded in order to understand the molecular interactions. The results are interpreted in terms of solute-solvent/solute interactions. Hydration behavior of uridine nucleoside in aqueous solutions of lysine has also been evaluated.</div></div>","PeriodicalId":9781,"journal":{"name":"Chemical Thermodynamics and Thermal Analysis","volume":"20 ","pages":"Article 100239"},"PeriodicalIF":0.0,"publicationDate":"2025-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145473681","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Physicochemical investigations of calcium propionate with 1-Ethyl-3-methylimidazolium ethyl sulphate and 1-Butyl-3-methylimidazolium chloride in aqueous systems 丙酸钙与1-乙基-3-甲基咪唑硫酸乙酯和1-丁基-3-甲基咪唑氯在水溶液中的物理化学研究
Pub Date : 2025-10-01 DOI: 10.1016/j.ctta.2025.100241
Vrinda Sharma, Himani Singh, Umeshwari, Ashwani Kumar
Present research work examines the physicochemical interactions of calcium propionate (a widely used food preservative) with two different imidazolium-based ionic liquids (ILs) i.e. 1-Ethyl-3-methylimidazolium ethyl sulphate ([C₂mim][EtSO₄]) and 1-Butyl-3-methylimidazolium chloride ([C₄mim][Cl]) in aqueous systems. Measurements were conducted across three molal concentrations (0.05, 0.10, 0.15 mol kg⁻¹) of the ILs, spanning a temperature range of 293.15 to 313.15 K at p = 0.1 MPa. Viscosity and refractive index measurements were used to probe molecular interactions as a function of temperature and concentration. The resulting data were analyzed to determine key parameters, viscosity coefficients {Falkenhagen coefficient (A), Jones-Dole coefficient (B)}, viscosity B-coefficients of transfer (ΔtrB) and dB/dT values. The obtained data definitively suggest effective solute-cosolute interactions between calcium propionate and the aqueous ionic liquid media. Notably, the positive ΔtrB values indicate that calcium propionate interacts more strongly in the IL-water mixtures than in pure water. Furthermore, the positive dB/dT values inferred a structure-breaking (chaotropic) effect of the media on the solvent structure. These comprehensive physicochemical insights are vital for formulating more effective hybrid preservative systems and advancing the role of these materials in green chemistry applications.
目前的研究工作考察了丙酸钙(一种广泛使用的食品防腐剂)与两种不同的咪唑基离子液体(il),即1-乙基-3-甲基咪唑乙酯硫酸盐([C₂mim][EtSO₄])和1-丁基-3-甲基咪唑氯([C₄mim][Cl])在水体系中的物理化学相互作用。在三种摩尔浓度(0.05,0.10,0.15 mol kg⁻¹)下进行测量,温度范围为293.15至313.15 K, p = 0.1 MPa。粘度和折射率测量用于探测分子相互作用作为温度和浓度的函数。对得到的数据进行分析,确定关键参数,粘度系数{Falkenhagen系数(A), Jones-Dole系数(B)},粘度B-传递系数(ΔtrB)和dB/dT值。所得数据明确表明丙酸钙和水离子液体介质之间存在有效的溶质-溶质相互作用。值得注意的是,ΔtrB正值表明丙酸钙在il -水混合物中的相互作用比在纯水中更强。此外,正dB/dT值推断介质对溶剂结构的破坏(混沌)效应。这些全面的物理化学见解对于制定更有效的混合防腐剂系统和推进这些材料在绿色化学应用中的作用至关重要。
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引用次数: 0
Ultrasonic investigation of binary liquid mixture's excess thermodynamic characteristics at various temperatures 二元液体混合物在不同温度下的超热力特性的超声研究
Pub Date : 2025-10-01 DOI: 10.1016/j.ctta.2025.100223
M.K. Binkar, R.B. Ramteke, J.N. Ramteke
The ultrasonic velocity (U) and density (ρ) of pure components and binary liquid mixtures, including xylene and 1,4-dioxane with tetra butyl ammonium chloride, have been determined as functions of composition at different temperatures (T = 301.15 K, 305.15 K, 309.15 K, and 313.15 K) at a fixed frequency of 5 MHz for different concentration ranges. The values of adiabatic compressibility (βs), intermolecular free length (Lf), acoustic impedance (Z), free volume (Vf), relaxation time (τ), coefficient of thermal expansion (αP), excess adiabatic compressibility (βEs), excess intermolecular free length (LEf), excess acoustic impedance (ZE), excess free volume (VEf), excess relaxation time (τE) and excess molar volume (VEm) were computed using experimental data. The increase or decrease of βs, Lf, Z, Vf, τ and αP with composition indicates the presence of interaction between the component molecules in the mixtures. While excess acoustic impedance and excess free volume consistently show negative variation, excess adiabatic compressibility (βEs), excess intermolecular free length (LEf), and excess relaxation time (τE) show mixed deviation. In the xylene + tetrabutylammonium chloride system, the observed trends suggest weak to moderate interactions, predominantly π–cation and dipole–induced dipole forces, which become more pronounced at higher concentrations. In contrast, the 1,4-dioxane + tetrabutylammonium chloride system exhibits comparatively stronger ion–dipole interactions, leading to greater structural rearrangement and compact molecular association across the entire composition range. These results emphasize the value of excess parameters in describing solute–solvent interactions by confirming that the degree and kind of departures from ideality are significantly impacted by the polarity and structural features of the constituents involved.
在固定频率5 MHz下,测定了不同温度(T = 301.15 K、305.15 K、309.15 K和313.15 K)下,二甲苯、1,4-二氧六环和四丁基氯化铵的纯组分和二元液体混合物的超声速度(U)和密度(ρ)与组成的函数关系。利用实验数据计算了绝热压缩系数(βs)、分子间自由长度(Lf)、声阻抗(Z)、自由体积(Vf)、弛豫时间(τ)、热膨胀系数(αP)、超绝热压缩系数(βEs)、超分子间自由长度(LEf)、超声阻抗(ZE)、超自由体积(VEf)、超弛豫时间(τ e)和超摩尔体积(VEm)的值。βs、Lf、Z、Vf、τ和αP随组分的增加或减少表明混合物中组分分子之间存在相互作用。多余的声阻抗和多余的自由体积呈一致的负变化,而多余的绝热压缩率(βEs)、多余的分子间自由长度(LEf)和多余的松弛时间(τE)呈混合偏差。在二甲苯+四丁基氯化铵体系中,观察到的趋势表明相互作用弱至中等,主要是π -阳离子和偶极子诱导的偶极子力,在浓度越高时,这种相互作用越明显。相比之下,1,4-二氧六环+四丁基氯化铵体系表现出相对较强的离子偶极相互作用,导致整个组成范围内更大的结构重排和紧密的分子结合。这些结果强调了过量参数在描述溶质-溶剂相互作用中的价值,证实了偏离理想的程度和种类受到所涉及组分的极性和结构特征的显著影响。
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引用次数: 0
Synergistic corrosion inhibition of 304 stainless steel in 1 M HCl by methanolic Acacia mearnsii bark extract and KI: Thermodynamic, kinetic, and thermal analysis 甲醇金合欢树皮提取物和KI在1m HCl中对304不锈钢的协同缓蚀:热力学、动力学和热分析
Pub Date : 2025-10-01 DOI: 10.1016/j.ctta.2025.100233
Chakanaka P. Mungwari , Babatunde Abiodun Obadele , Cecil K. King’ondu
This study evaluates the thermodynamic behavior and adsorption mechanism of methanolic Acacia mearnsii bark extract (MAMBE) as a green corrosion inhibitor for stainless steel (SS304) in synergy with KI in 1 M HCl solution. Using weight loss measurements, thermodynamic calculations, and adsorption studies, the study assesses both the individual and combined effectiveness of MAMBE and potassium iodide (KI). MAMBE alone achieved a maximum inhibition efficiency of 62.2 % at 1.2 g/L, which dramatically increased to 98.2% when supplemented with 0.3 g/L KI, indicating a strong synergistic effect (s > 1). Thermodynamic parameters, including activation energy (Ea), enthalpy change (ΔH°), entropy change (ΔS°), and Gibbs free energy change (ΔG°), were analyzed to understand the nature of adsorption and spontaneity. MAMBE and KI alone showed Ea values below 80 kJ/mol with positive ΔH°, indicating endothermic adsorption. The MAMBE and KI combination presented a higher Ea of 105 kJ/mol, suggesting a more robust corrosion barrier. The ΔG° values (-6.653 to −21.765 kJ/mol) confirmed spontaneous, predominantly physical adsorption. Adsorption followed the Langmuir isotherm model, and thermogravimetric analysis revealed MAMBE's thermal stability up to 110°C, highlighting its excellent thermal resistance and potential as an effective eco-friendly corrosion inhibitor.
本文研究了甲醇金合欢树皮提取物(MAMBE)作为不锈钢(SS304)绿色缓蚀剂在1 M HCl溶液中与KI协同作用的热力学行为和吸附机理。通过失重测量、热力学计算和吸附研究,该研究评估了MAMBE和碘化钾(KI)的单独和联合有效性。单用MAMBE在1.2 g/L时的抑制效率最高,为62.2%,添加0.3 g/L KI时,抑制效率显著提高至98.2%,显示出较强的协同效应(s > 1)。通过分析活化能(Ea)、焓变(ΔH°)、熵变(ΔS°)和吉布斯自由能(ΔG°)等热力学参数来了解吸附的性质和自发性。仅MAMBE和KI的Ea值小于80 kJ/mol,为ΔH°,表明吸热吸附。MAMBE和KI组合的Ea值更高,为105 kJ/mol,表明其具有更强的腐蚀屏障。ΔG°值(-6.653 ~ - 21.765 kJ/mol)证实了自然吸附,主要是物理吸附。吸附遵循Langmuir等温线模型,热重分析显示MAMBE的热稳定性高达110°C,突出了其优异的耐热性和作为有效的生态友好型缓蚀剂的潜力。
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引用次数: 0
Isothermal and non-isothermal measurements can yield different activation energies from thermoanalytical data 等温和非等温测量可以从热分析数据中得出不同的活化能
Pub Date : 2025-10-01 DOI: 10.1016/j.ctta.2025.100238
Peter J. Skrdla
Thermal measurements employing differential scanning calorimetry (DSC) and thermogravimetric analysis (TGA) are frequently utilized in the study of chemical reactions and phase transformations involving the solid state. Given that these techniques typically involve heating (and occasionally cooling), it is essential to comprehend how the kinetics are influenced in comparison to isothermal measurements obtained using the same instrumentation. This matter has recently re-emerged due to an article published in the thermoanalytical literature that provided substantial evidence of unexpected linear correlations between the activation energy, E, and the reaction temperature, T, across diverse classes of conversions investigated with non-isothermal kinetic methods. This work provides a rationalization for the physical origin of that finding and proposes why, under isothermal conditions, the corresponding E values should remain temperature-invariant. In contrast to the Kissinger method, isoconversional methods are anticipated to remain unaffected when processing non-isothermal kinetic data.
采用差示扫描量热法(DSC)和热重分析(TGA)的热测量在涉及固体的化学反应和相变的研究中经常被使用。考虑到这些技术通常涉及加热(偶尔也涉及冷却),有必要了解动力学与使用相同仪器获得的等温测量结果相比是如何受到影响的。这个问题最近再次出现,因为一篇发表在热分析文献上的文章提供了大量证据,证明在使用非等温动力学方法研究的不同类型的转化中,活化能E和反应温度T之间存在意想不到的线性相关性。这项工作为该发现的物理起源提供了合理的解释,并提出了为什么在等温条件下,相应的E值应该保持温度不变。与Kissinger方法相反,等转换方法在处理非等温动力学数据时预计不会受到影响。
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引用次数: 0
Characterising the interfacial bonding in organic-inorganic hybrid materials from their thermal stability 从热稳定性表征有机-无机杂化材料的界面键合
Pub Date : 2025-09-11 DOI: 10.1016/j.ctta.2025.100221
Anders M. Schade , Sascha Louring , Morten M. Smedskjaer , Donghong Yu
Transparent hybrid materials that combine organic and inorganic components offer the possibility to obtain properties not found in conventional materials, such as simultaneous high toughness and high strength. Covalent bonding between the organic and inorganic phases is crucial to the performance and stability of sol-gel-based hybrid materials, which in turn can be achieved by using coupling agents. However, quantifying chemical coupling in hybrids is challenging due to the similarity between the reactive groups in the coupling agent and those in the organic components. Investigating the thermal stability of hybrid materials offers an alternative to assess chemical coupling, as polymers typically exhibit enhanced thermal stability when covalently bonded to stable inorganic entities such as silica. In this study, we evaluate the thermal stability of sol-gel hybrid materials based on tetraethylorthosilicate (TEOS), polyethylene glycol 200 (PEG200), and (3-Glycidyloxypropyl)-trimethoxysilane (GPTMS). The materials were analysed using thermogravimetric analysis (TGA) and Fourier transform infrared spectroscopy (FTIR) to determine the extent of interfacial covalent bonding between the polymer and silica networks as facilitated by the coupling agent GPTMS. The TGA results indicate a systematic increase in thermal stability with increasing GPTMS content, which is due to the covalent bonding of PEG200 to the silica network according to the FTIR results. We find that a 1:1:1 molar ratio of GPTMS, TEOS, and PEG200 yields the highest thermal stability enhancement for PEG200, where 36.8% of the organics decompose at a higher temperature compared to the native organic species. These findings demonstrate the link between the chemical structure of hybrid materials and their thermal properties as characterised using TGA.
结合有机和无机成分的透明混合材料提供了获得传统材料所没有的特性的可能性,例如同时具有高韧性和高强度。有机相和无机相之间的共价键对溶胶-凝胶基杂化材料的性能和稳定性至关重要,而这反过来又可以通过偶联剂来实现。然而,由于偶联剂中的反应基团与有机组分中的反应基团相似,杂化物中化学偶联的量化具有挑战性。研究杂化材料的热稳定性为评估化学偶联提供了另一种选择,因为当聚合物与稳定的无机实体(如二氧化硅)共价结合时,通常会表现出增强的热稳定性。在这项研究中,我们评估了基于四乙基硅酸盐(TEOS),聚乙二醇200 (PEG200)和(3-甘油三酯氧基丙基)-三甲氧基硅烷(GPTMS)的溶胶-凝胶杂化材料的热稳定性。采用热重分析(TGA)和傅里叶变换红外光谱(FTIR)对材料进行分析,以确定偶联剂GPTMS促进聚合物和二氧化硅网络之间界面共价键的程度。TGA结果表明,随着GPTMS含量的增加,PEG200的热稳定性有系统的提高,根据FTIR结果,这是由于PEG200与二氧化硅网络的共价键。我们发现,当GPTMS、TEOS和PEG200的摩尔比为1:1:1时,PEG200的热稳定性得到了最大的提高,其中36.8%的有机物在更高的温度下分解。这些发现证明了混合材料的化学结构与其热性能之间的联系。
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Chemical Thermodynamics and Thermal Analysis
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