Pub Date : 2024-07-04DOI: 10.1016/j.fluid.2024.114170
Carmen M. Romero , Andrea P. Escamilla , Ana C.F. Ribeiro , Miguel A. Esteso
The micellar properties of octyltrimethylammonium bromide (C8TAB) in both water and aqueous solutions of 1,2-propanediol have been investigated using accurate measurements of density, sound velocity, and surface tension in the temperature range between 293.15 and 308.15 K. The critical micelle concentration, CMC, the ionization degree, β, the standard thermodynamic parameters of micellization: free energy, ΔmicG°, enthalpy, ΔmicH°, entropy, ΔmicS° and the free energy of transfer, ΔtrG°, of the surfactant octyltrimethylammonium bromide in both water and 1,2 propanediol aqueous solution were evaluated from the experimental results.
The CMC of the surfactant increases as the concentration of 1,2-propanediol increases, while the temperature does not exert important changes within the range considered.
The value of the micellization thermodynamic parameters suggests that adding 1,2-propanediol makes the micellization process less favorable.
The thermodynamic functions of transfer were calculated. The values of the free energy of transfer are small and positive and increase as the diol concentration increases confirming that the transfer of the surfactant from the bulk into the micelle is less favorable.
{"title":"Thermodynamics of micellization of octyltrimethylammonium bromide in 1,2-propanediol-water mixtures at temperatures from (293.15 to 308.15) K","authors":"Carmen M. Romero , Andrea P. Escamilla , Ana C.F. Ribeiro , Miguel A. Esteso","doi":"10.1016/j.fluid.2024.114170","DOIUrl":"10.1016/j.fluid.2024.114170","url":null,"abstract":"<div><p>The micellar properties of octyltrimethylammonium bromide (C<sub>8</sub>TAB) in both water and aqueous solutions of 1,2-propanediol have been investigated using accurate measurements of density, sound velocity, and surface tension in the temperature range between 293.15 and 308.15 K. The critical micelle concentration, CMC, the ionization degree, <em>β</em>, the standard thermodynamic parameters of micellization: free energy, Δ<sub>mic</sub><em>G</em>°, enthalpy, Δ<sub>mic</sub><em>H</em>°, entropy, Δ<sub>mic</sub><em>S</em>° and the free energy of transfer, Δ<sub>tr</sub><em>G</em>°, of the surfactant octyltrimethylammonium bromide in both water and 1,2 propanediol aqueous solution were evaluated from the experimental results.</p><p>The CMC of the surfactant increases as the concentration of 1,2-propanediol increases, while the temperature does not exert important changes within the range considered.</p><p>The value of the micellization thermodynamic parameters suggests that adding 1,2-propanediol makes the micellization process less favorable.</p><p>The thermodynamic functions of transfer were calculated. The values of the free energy of transfer are small and positive and increase as the diol concentration increases confirming that the transfer of the surfactant from the bulk into the micelle is less favorable.</p></div>","PeriodicalId":12170,"journal":{"name":"Fluid Phase Equilibria","volume":"585 ","pages":"Article 114170"},"PeriodicalIF":2.8,"publicationDate":"2024-07-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141623298","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-07-02DOI: 10.1016/j.fluid.2024.114169
Carlos A. Marozzi, María R. Gennero de Chialvo, Abel C. Chialvo
The present work deals with the evaluation of the partial molar volumes at infinite dilution () of n-components systems based on the dependence of the experimental density (ρ) on composition without involving binary systems. To do this, the multicomponent solution is interpreted by defining the component (1) as the solvent and the mixture of the remaining (n-1) components as the pseudocomponent (2n), characterized by the inner mole fraction . After the analysis of the concept of infinite dilution, equations are derived that allow evaluating the partial molar volumes at infinite dilution of the pseudocomponent (), based on both the dependence of ln ρ and the apparent molar volume . Then, on the basis of experimental evidences about the linear variation of on , the relationship between and was established.
The applicability of the derived expressions was verified in 36 different cases corresponding to 11 ternary systems in the temperature range of 293.15 ≤ T/K ≤ 323.15.
Furthermore, the invariance of the partial molar volume at infinite dilution of the (n-1) components with the proportion in which they are mixed is verified.
{"title":"Thermodynamics of molecular multicomponent solutions: Evaluation of the partial molar volume at infinite dilution","authors":"Carlos A. Marozzi, María R. Gennero de Chialvo, Abel C. Chialvo","doi":"10.1016/j.fluid.2024.114169","DOIUrl":"https://doi.org/10.1016/j.fluid.2024.114169","url":null,"abstract":"<div><p>The present work deals with the evaluation of the partial molar volumes at infinite dilution (<span><math><msubsup><mover><mi>v</mi><mo>¯</mo></mover><mi>i</mi><mi>∞</mi></msubsup></math></span>) of <em>n</em>-components systems based on the dependence of the experimental density (ρ) on composition without involving binary systems. To do this, the multicomponent solution is interpreted by defining the component (<em>1</em>) as the solvent and the mixture of the remaining (n-1) components as the pseudocomponent (2<em>n</em>), characterized by the inner mole fraction <span><math><msubsup><mi>x</mi><mi>i</mi><mi>o</mi></msubsup></math></span>. After the analysis of the concept of infinite dilution, equations are derived that allow evaluating the partial molar volumes at infinite dilution of the pseudocomponent (<span><math><msubsup><mover><mi>v</mi><mo>¯</mo></mover><mrow><mn>2</mn><mi>n</mi></mrow><mi>∞</mi></msubsup></math></span>), based on both the dependence of ln <em>ρ</em> <span><math><mrow><mo>(</mo><msub><mi>x</mi><mrow><mn>2</mn><mi>n</mi></mrow></msub><mo>)</mo></mrow></math></span> and the apparent molar volume <span><math><mrow><msub><mi>ϕ</mi><msub><mi>v</mi><mrow><mn>2</mn><mi>n</mi></mrow></msub></msub><mrow><mo>(</mo><msub><mi>x</mi><mrow><mn>2</mn><mi>n</mi></mrow></msub><mo>)</mo></mrow></mrow></math></span>. Then, on the basis of experimental evidences about the linear variation of <span><math><msubsup><mover><mi>v</mi><mo>¯</mo></mover><mrow><mn>2</mn><mi>n</mi></mrow><mi>∞</mi></msubsup></math></span> on <span><math><msubsup><mi>x</mi><mi>i</mi><mi>o</mi></msubsup></math></span>, the relationship between <span><math><msubsup><mover><mi>v</mi><mo>¯</mo></mover><mi>i</mi><mi>∞</mi></msubsup></math></span> and <span><math><msubsup><mover><mi>v</mi><mo>¯</mo></mover><mrow><mn>2</mn><mi>n</mi></mrow><mi>∞</mi></msubsup></math></span> was established.</p><p>The applicability of the derived expressions was verified in 36 different cases corresponding to 11 ternary systems in the temperature range of 293.15 ≤ <em>T</em>/<em>K</em> ≤ 323.15.</p><p>Furthermore, the invariance of the partial molar volume at infinite dilution of the (<em>n</em>-1) components with the proportion in which they are mixed is verified.</p></div>","PeriodicalId":12170,"journal":{"name":"Fluid Phase Equilibria","volume":"585 ","pages":"Article 114169"},"PeriodicalIF":2.8,"publicationDate":"2024-07-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141596624","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-07-02DOI: 10.1016/j.fluid.2024.114171
Shaoheng Wang, Amelie Stahlbuhk, Michael Steiger
The phase transitions of calcium chloride between various hydrates and solid–liquid phase transitions are common in many natural and industrial processes. Recent studies have revealed some discrepancies in investigating the hydration and deliquescence of calcium chloride using different methods. In this study, water vapor sorption analysis and Raman measurements on CaCl2·2H2O and CaCl2·6H2O and their dehydration products were conducted. The results indicate two possible hydration sequences from lower hydrates to deliquescence at 298.15 K: (1) Hydration of the monohydrate to the dihydrate, followed by the formation of β-CaCl2·4H2O, ending with its deliquescence at 18.5 % RH; (2) Hydration of the monohydrate to the dihydrate, followed by the formation of α-CaCl2·4H2O and of the hexahydrate, ending with its deliquescence at 29 % RH. It was observed that the transition from pure dihydrate to β-CaCl2·4H2O occurs spontaneously, instead of hydration to the thermodynamically stable α-CaCl2·4H2O. The latter phase is only formed in the presence of crystal seeds of α-CaCl2·4H2O that remained after dehydration. Additionally, direct deliquescence of β-CaCl2·4H2O and thus absence of hydration to hexahydrate at 298.15 K is reported for the first time, which could be explained by the more similar lattice structure of CaCl2·2H2O (orthorhombic) and β-CaCl2·4H2O (monoclinic) than α-CaCl2·4H2O (triclinic). Apart from that, an explanation for the observed transformation sequence is proposed, considering the impact of the enhanced solubility of β-CaCl2·4H2O compared to the α-CaCl2·4H2O. The resulting water to salt ratio below six may contribute to the absence of CaCl2·6H2O formation. A Raman spectrum of CaCl2·H2O not reported previously is also provided.
{"title":"Hydration and deliquescence behavior of calcium chloride hydrates","authors":"Shaoheng Wang, Amelie Stahlbuhk, Michael Steiger","doi":"10.1016/j.fluid.2024.114171","DOIUrl":"10.1016/j.fluid.2024.114171","url":null,"abstract":"<div><p>The phase transitions of calcium chloride between various hydrates and solid–liquid phase transitions are common in many natural and industrial processes. Recent studies have revealed some discrepancies in investigating the hydration and deliquescence of calcium chloride using different methods. In this study, water vapor sorption analysis and Raman measurements on CaCl<sub>2</sub>·2H<sub>2</sub>O and CaCl<sub>2</sub>·6H<sub>2</sub>O and their dehydration products were conducted. The results indicate two possible hydration sequences from lower hydrates to deliquescence at 298.15 K: (1) Hydration of the monohydrate to the dihydrate, followed by the formation of β-CaCl<sub>2</sub>·4H<sub>2</sub>O, ending with its deliquescence at 18.5 % RH; (2) Hydration of the monohydrate to the dihydrate, followed by the formation of α-CaCl<sub>2</sub>·4H<sub>2</sub>O and of the hexahydrate, ending with its deliquescence at 29 % RH. It was observed that the transition from pure dihydrate to β-CaCl<sub>2</sub>·4H<sub>2</sub>O occurs spontaneously, instead of hydration to the thermodynamically stable α-CaCl<sub>2</sub>·4H<sub>2</sub>O. The latter phase is only formed in the presence of crystal seeds of α-CaCl<sub>2</sub>·4H<sub>2</sub>O that remained after dehydration. Additionally, direct deliquescence of β-CaCl<sub>2</sub>·4H<sub>2</sub>O and thus absence of hydration to hexahydrate at 298.15 K is reported for the first time, which could be explained by the more similar lattice structure of CaCl<sub>2</sub>·2H<sub>2</sub>O (orthorhombic) and β-CaCl<sub>2</sub>·4H<sub>2</sub>O (monoclinic) than α-CaCl<sub>2</sub>·4H<sub>2</sub>O (triclinic). Apart from that, an explanation for the observed transformation sequence is proposed, considering the impact of the enhanced solubility of β-CaCl<sub>2</sub>·4H<sub>2</sub>O compared to the α-CaCl<sub>2</sub>·4H<sub>2</sub>O. The resulting water to salt ratio below six may contribute to the absence of CaCl<sub>2</sub>·6H<sub>2</sub>O formation. A Raman spectrum of CaCl<sub>2</sub>·H<sub>2</sub>O not reported previously is also provided.</p></div>","PeriodicalId":12170,"journal":{"name":"Fluid Phase Equilibria","volume":"585 ","pages":"Article 114171"},"PeriodicalIF":2.8,"publicationDate":"2024-07-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S037838122400147X/pdfft?md5=66e44d2e4b4a0ca219c35d7358a958d4&pid=1-s2.0-S037838122400147X-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141638403","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-07-01DOI: 10.1016/j.fluid.2024.114168
Jens Staubach, Hans Hasse, Simon Stephan
Dipolar interactions play an important role for thermodynamic properties of many fluids and accordingly for their modeling. In molecular-based equation of state models, the effect of dipolar interactions is usually described by Helmholtz energy models. There are several Helmholtz energy models for dipolar interactions available in the literature today. In this work, eight dipole contribution models describing the dipole–dipole interactions of fluids were critically assessed by comparing their results with molecular simulation reference data of Stockmayer fluids. Therefore, the dipole contribution models were combined with an accurate Lennard-Jones (LJ) Helmholtz energy model. The following thermodynamic properties were considered in the comparison: vapor pressure, saturated densities, enthalpy of vaporization, surface tension (by using density gradient theory), critical point, second virial coefficient, and thermodynamic properties at homogeneous state points, such as the Helmholtz energy, pressure, chemical potential, internal energy, isochoric heat capacity, isobaric heat capacity, thermal expansion coefficient, isothermal compressibility, thermal pressure coefficient, speed of sound, Joule–Thomson coefficient, and Grüneisen parameter. For the evaluation of the dipole contribution models, molecular simulations for the Stockmayer fluid with the dipole moments of were carried out. The results indicate, that all considered dipole models exhibit some significant weaknesses. Nevertheless, some dipole contribution models are found to provide a robust description for many properties and state ranges. Overall, the deviations of the dipole contribution models from the Stockmayer simulation data are, in most cases, an order of magnitude higher than the deviations of the LJ EOS from LJ simulation data.
偶极相互作用对许多流体的热力学性质和建模起着重要作用。在基于分子的状态方程模型中,偶极相互作用的影响通常由亥姆霍兹能量模型来描述。目前,文献中有多种偶极相互作用的亥姆霍兹能量模型。在这项工作中,通过将描述流体偶极-偶极相互作用的八个偶极贡献模型的结果与斯托克迈尔流体的分子模拟参考数据进行比较,对它们进行了严格的评估。因此,偶极子贡献模型与精确的伦纳德-琼斯(LJ)亥姆霍兹能量模型相结合。比较中考虑了以下热力学性质:蒸气压、饱和密度、汽化焓、表面张力(利用密度梯度理论)、临界点、第二维里系数,以及均相态点的热力学性质,如亥姆霍兹能、压力、化学势、内能、等时热容量、等压热容量、热膨胀系数、等温可压缩性、热压系数、声速、焦耳-汤姆森系数和格鲁尼森参数。为了评估偶极贡献模型,对偶极矩为 μ2/4πϵ0ɛσ3=0.5,1,2,3,4,5的斯托克迈尔流体进行了分子模拟。结果表明,所有考虑的偶极子模型都存在一些明显的缺陷。不过,一些偶极贡献模型对许多性质和状态范围提供了稳健的描述。总体而言,偶极贡献模型与斯托克迈耶模拟数据的偏差在大多数情况下比 LJ EOS 与 LJ 模拟数据的偏差高出一个数量级。
{"title":"Helmholtz energy models for dipole interactions: Review and comprehensive assessment","authors":"Jens Staubach, Hans Hasse, Simon Stephan","doi":"10.1016/j.fluid.2024.114168","DOIUrl":"https://doi.org/10.1016/j.fluid.2024.114168","url":null,"abstract":"<div><p>Dipolar interactions play an important role for thermodynamic properties of many fluids and accordingly for their modeling. In molecular-based equation of state models, the effect of dipolar interactions is usually described by Helmholtz energy models. There are several Helmholtz energy models for dipolar interactions available in the literature today. In this work, eight dipole contribution models describing the dipole–dipole interactions of fluids were critically assessed by comparing their results with molecular simulation reference data of Stockmayer fluids. Therefore, the dipole contribution models were combined with an accurate Lennard-Jones (LJ) Helmholtz energy model. The following thermodynamic properties were considered in the comparison: vapor pressure, saturated densities, enthalpy of vaporization, surface tension (by using density gradient theory), critical point, second virial coefficient, and thermodynamic properties at homogeneous state points, such as the Helmholtz energy, pressure, chemical potential, internal energy, isochoric heat capacity, isobaric heat capacity, thermal expansion coefficient, isothermal compressibility, thermal pressure coefficient, speed of sound, Joule–Thomson coefficient, and Grüneisen parameter. For the evaluation of the dipole contribution models, molecular simulations for the Stockmayer fluid with the dipole moments of <span><math><mrow><msup><mrow><mi>μ</mi></mrow><mrow><mn>2</mn></mrow></msup><mo>/</mo><mn>4</mn><mi>π</mi><msub><mrow><mi>ϵ</mi></mrow><mrow><mn>0</mn></mrow></msub><mi>ɛ</mi><msup><mrow><mi>σ</mi></mrow><mrow><mn>3</mn></mrow></msup><mo>=</mo><mn>0</mn><mo>.</mo><mn>5</mn><mo>,</mo><mspace></mspace><mn>1</mn><mo>,</mo><mspace></mspace><mn>2</mn><mo>,</mo><mspace></mspace><mn>3</mn><mo>,</mo><mspace></mspace><mn>4</mn><mo>,</mo><mspace></mspace><mn>5</mn></mrow></math></span> were carried out. The results indicate, that all considered dipole models exhibit some significant weaknesses. Nevertheless, some dipole contribution models are found to provide a robust description for many properties and state ranges. Overall, the deviations of the dipole contribution models from the Stockmayer simulation data are, in most cases, an order of magnitude higher than the deviations of the LJ EOS from LJ simulation data.</p></div>","PeriodicalId":12170,"journal":{"name":"Fluid Phase Equilibria","volume":"585 ","pages":"Article 114168"},"PeriodicalIF":2.8,"publicationDate":"2024-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S0378381224001444/pdfft?md5=2875956d3a6b0eb0f4fd1f29f4cf9a2c&pid=1-s2.0-S0378381224001444-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141607952","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Introduction of nanobubble (NB) into liquid can significantly affect the transport properties such as viscosity and diffusivity, being important in the design and optimization of many liquid-related industrial processes. The present paper reports the atomistic insights into influence of porosity (volume fraction of NBs in solution) and temperature on viscosity and self-diffusion coefficient in benzene liquid containing NBs by using molecular dynamics (MD) simulation with the COMPASS force field. We make molecular modeling of NB-containing benzene liquid using the cubic box with porosities increasing from 0 to 24.6% and conduct a series of MD simulations as increasing temperature from 298 to 343 K. Our simulations reveal that as increasing the porosity the viscosity decreases according to the cubic polynomial while the self-diffusion coefficient increases rapidly. When compared with high polar NB aqueous solutions, although the changing tendencies of transport properties are similar, the changing degrees in benzene liquid are clearly higher, indicating that NB creation has a stronger influence on transport properties of non-polar benzene liquid due to the weaker intermolecular interaction. Meanwhile, as increasing temperature, the viscosity decrease while the self-coefficient increases, both according to the Arrhenius equation. Such temperature dependence is similar to aqueous solution, meaning that temperature affects the transport properties of polar and non-polar liquids alike. This work will contribute to developing NB utilization to practical applications.
在液体中引入纳米气泡(NB)会显著影响粘度和扩散率等传输特性,这对许多与液体相关的工业流程的设计和优化非常重要。本文利用 COMPASS 力场进行分子动力学(MD)模拟,从原子角度探讨了多孔性(NB 在溶液中的体积分数)和温度对含有 NB 的苯液粘度和自扩散系数的影响。我们利用孔隙率从 0% 增加到 24.6% 的立方体盒对含 NB 的苯液进行了分子建模,并随着温度从 298 K 增加到 343 K 进行了一系列 MD 模拟。与高极性 NB 水溶液相比,虽然其输运性质的变化趋势相似,但在苯液中的变化程度明显更高,这表明由于分子间相互作用较弱,NB 的生成对非极性苯液的输运性质影响更大。同时,根据阿伦尼乌斯方程,随着温度的升高,粘度降低,自系数升高。这种温度依赖性与水溶液相似,这意味着温度会影响极性和非极性液体的传输特性。这项工作将有助于开发 NB 的实际应用。
{"title":"Effect of porosity and temperature on viscosity and diffusivity of benzene liquid containing nanobubble with molecular dynamics","authors":"Jun-Hyok Ri, Song-Nam Hong, Chol-Hyon Ri, Chol-Jun Yu","doi":"10.1016/j.fluid.2024.114167","DOIUrl":"https://doi.org/10.1016/j.fluid.2024.114167","url":null,"abstract":"<div><p>Introduction of nanobubble (NB) into liquid can significantly affect the transport properties such as viscosity and diffusivity, being important in the design and optimization of many liquid-related industrial processes. The present paper reports the atomistic insights into influence of porosity (volume fraction of NBs in solution) and temperature on viscosity and self-diffusion coefficient in benzene liquid containing NBs by using molecular dynamics (MD) simulation with the COMPASS force field. We make molecular modeling of NB-containing benzene liquid using the cubic box with porosities increasing from 0 to 24.6% and conduct a series of MD simulations as increasing temperature from 298 to 343 K. Our simulations reveal that as increasing the porosity the viscosity decreases according to the cubic polynomial while the self-diffusion coefficient increases rapidly. When compared with high polar NB aqueous solutions, although the changing tendencies of transport properties are similar, the changing degrees in benzene liquid are clearly higher, indicating that NB creation has a stronger influence on transport properties of non-polar benzene liquid due to the weaker intermolecular interaction. Meanwhile, as increasing temperature, the viscosity decrease while the self-coefficient increases, both according to the Arrhenius equation. Such temperature dependence is similar to aqueous solution, meaning that temperature affects the transport properties of polar and non-polar liquids alike. This work will contribute to developing NB utilization to practical applications.</p></div>","PeriodicalId":12170,"journal":{"name":"Fluid Phase Equilibria","volume":"585 ","pages":"Article 114167"},"PeriodicalIF":2.8,"publicationDate":"2024-06-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141543009","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-06-26DOI: 10.1016/j.fluid.2024.114166
Reza Nakhaei-Kohani , Behnam Amiri-Ramsheh , Maryam Pourmahdi , Saeid Atashrouz , Ali Abedi , Ahmad Mohaddespour , Abdolhossein Hemmati-Sarapardeh
The significant rise in carbon dioxide (CO2) emission due to industrial growth is a major global challenge. As a result, there is a need to implement various techniques to reduce and regulate this phenomenon. One such technique involves the utilization of ionic liquids (ILs) as solvents in CO2 capturing and separation processes, which is already commonly practiced. In this study four advanced intelligent models, Extreme Gradient Boosting (XGBoost), Gradient Boosting (GBoost), Light Gradient Boosting Machine (LightGBM), and Categorical Boosting (CatBoost) have been proposed to predict the solubility of CO2 in 160 different ILs based on factors such as temperature, pressure, and the chemical structure of the ILs. Findings indicate that the XGBoost model is the most accurate among the four models, with the root mean square error (RMSE) and coefficient of determination (R2) values of 0.014 and 0.9967, respectively. Moreover, the results reveal that increasing pressure, decreasing temperature, and lengthening the alkyl chain all increase the solubility of CO2 in ILs. Furthermore, pressure and the number of –CH2 substructure in ILs have the most significant impact on the CO2 solubility in ILs, respectively. To ensure the XGBoost model's reliability, the model's data has been assessed using the leverage technique. The results show that 92.44 % of the data fell within the valid area, which is a substantial percentage and indicates the model's high reliability. The findings of this study will assist in designing and fine-tuning the chemical structure of ionic liquids specifically for CO2 capture purposes.
工业增长导致二氧化碳(CO2)排放量大幅上升,这是一项重大的全球性挑战。因此,有必要采用各种技术来减少和调节这一现象。其中一种技术是在二氧化碳捕获和分离过程中使用离子液体(ILs)作为溶剂,这种技术已经得到普遍应用。本研究提出了四种先进的智能模型:极梯度提升(XGBoost)、梯度提升(GBoost)、轻梯度提升机(LightGBM)和分类提升(CatBoost),根据温度、压力和离子液体的化学结构等因素预测二氧化碳在 160 种不同离子液体中的溶解度。研究结果表明,XGBoost 模型是四个模型中最准确的,其均方根误差(RMSE)和决定系数(R2)值分别为 0.014 和 0.9967。此外,研究结果表明,增加压力、降低温度和延长烷基链都会增加二氧化碳在 IL 中的溶解度。此外,压力和 IL 中 -CH2 子结构的数量对 CO2 在 IL 中的溶解度影响最大。为确保 XGBoost 模型的可靠性,利用杠杆技术对模型数据进行了评估。结果显示,92.44% 的数据属于有效区域,这一比例相当高,表明该模型具有很高的可靠性。这项研究的结果将有助于设计和微调专门用于二氧化碳捕集的离子液体的化学结构。
{"title":"Extensive data analysis and modelling of carbon dioxide solubility in ionic liquids using chemical structure-based ensemble learning approaches","authors":"Reza Nakhaei-Kohani , Behnam Amiri-Ramsheh , Maryam Pourmahdi , Saeid Atashrouz , Ali Abedi , Ahmad Mohaddespour , Abdolhossein Hemmati-Sarapardeh","doi":"10.1016/j.fluid.2024.114166","DOIUrl":"https://doi.org/10.1016/j.fluid.2024.114166","url":null,"abstract":"<div><p>The significant rise in carbon dioxide (CO<sub>2</sub>) emission due to industrial growth is a major global challenge. As a result, there is a need to implement various techniques to reduce and regulate this phenomenon. One such technique involves the utilization of ionic liquids (ILs) as solvents in CO<sub>2</sub> capturing and separation processes, which is already commonly practiced. In this study four advanced intelligent models, Extreme Gradient Boosting (XGBoost), Gradient Boosting (GBoost), Light Gradient Boosting Machine (LightGBM), and Categorical Boosting (CatBoost) have been proposed to predict the solubility of CO<sub>2</sub> in 160 different ILs based on factors such as temperature, pressure, and the chemical structure of the ILs. Findings indicate that the XGBoost model is the most accurate among the four models, with the root mean square error (RMSE) and coefficient of determination (R<sup>2</sup>) values of 0.014 and 0.9967, respectively. Moreover, the results reveal that increasing pressure, decreasing temperature, and lengthening the alkyl chain all increase the solubility of CO<sub>2</sub> in ILs. Furthermore, pressure and the number of –CH<sub>2</sub> substructure in ILs have the most significant impact on the CO<sub>2</sub> solubility in ILs, respectively. To ensure the XGBoost model's reliability, the model's data has been assessed using the leverage technique. The results show that 92.44 % of the data fell within the valid area, which is a substantial percentage and indicates the model's high reliability. The findings of this study will assist in designing and fine-tuning the chemical structure of ionic liquids specifically for CO<sub>2</sub> capture purposes.</p></div>","PeriodicalId":12170,"journal":{"name":"Fluid Phase Equilibria","volume":"585 ","pages":"Article 114166"},"PeriodicalIF":2.8,"publicationDate":"2024-06-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141607951","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-06-15DOI: 10.1016/j.fluid.2024.114164
Marta Królikowska, Natalia Świtalska, Maciej Zawadzki
The paper presents experimentally determined (solid + liquid) phase diagrams in the {LiBr (1) + ionic liquid (2) + water (3)} systems. Interpretation of the results and comparison with the literature data for the {LiBr + water} enables the determination of the influence of the ionic liquid on the LiBr solubility in water. It is known that one of the disadvantages of an aqueous lithium bromide solution is the tendency to crystallize, especially with a higher concentration of lithium bromide in the solution. This is one of the problems in absorption refrigeration technology where the aqueous lithium bromide solution is a working fluid commonly used on an industrial scale. One of the possibilities for improving the properties of this system is the use of an additive increasing the solubility of LiBr in water. In this work, the following ionic liquids (ILs): N-(2-hydroxyethyl)ammonium glycolate, N,N-di(2-hydroxyethyl)ammonium glycolate, N,N-di(2-hydroxyethyl)-N-methylammonium glycolate, and N,N,N-tri(2-hydroxyethyl)-ammonium glycolate were considered as an addition to the conventional system. The (solid + liquid) phase diagrams were determined using the dynamic method. Liquid phase range was determined at the absorber operating temperature, T = 303.15 K, and compared to LiBr + water system.
{"title":"The experimental study on the (solid + liquid) phase Equilibria for {LiBr (1) + ionic liquid (2) + water (3)} systems","authors":"Marta Królikowska, Natalia Świtalska, Maciej Zawadzki","doi":"10.1016/j.fluid.2024.114164","DOIUrl":"10.1016/j.fluid.2024.114164","url":null,"abstract":"<div><p>The paper presents experimentally determined (solid + liquid) phase diagrams in the {LiBr (1) + ionic liquid (2) + water (3)} systems. Interpretation of the results and comparison with the literature data for the {LiBr + water} enables the determination of the influence of the ionic liquid on the LiBr solubility in water. It is known that one of the disadvantages of an aqueous lithium bromide solution is the tendency to crystallize, especially with a higher concentration of lithium bromide in the solution. This is one of the problems in absorption refrigeration technology where the aqueous lithium bromide solution is a working fluid commonly used on an industrial scale. One of the possibilities for improving the properties of this system is the use of an additive increasing the solubility of LiBr in water. In this work, the following ionic liquids (ILs): <em>N-</em>(2-hydroxyethyl)ammonium glycolate, <em>N,N</em>-di(2-hydroxyethyl)ammonium glycolate, <em>N,N</em>-di(2-hydroxyethyl)-<em>N</em>-methylammonium glycolate, and <em>N,N,N</em>-tri(2-hydroxyethyl)-ammonium glycolate were considered as an addition to the conventional system. The (solid + liquid) phase diagrams were determined using the dynamic method. Liquid phase range was determined at the absorber operating temperature, <em>T</em> = 303.15 K, and compared to LiBr + water system.</p></div>","PeriodicalId":12170,"journal":{"name":"Fluid Phase Equilibria","volume":"585 ","pages":"Article 114164"},"PeriodicalIF":2.8,"publicationDate":"2024-06-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141407984","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
This study thoroughly investigates the solubility of oxazepam in supercritical carbon dioxide (SC-CO2) at temperatures of 308, 318, 328, and 338 K and pressures ranging from 12 to 30 MPa. The solubility measurements revealed a mole fraction of oxazepam ranging from 2.50 × 10−6 to 7.13 × 10−5, with the highest solubility observed at 338 K and 30 MPa. The solubility data were effectively modeled using semi-empirical density-based models (Mendez-Santiago and Teja (MST), Chrastil, Bartle et al., Kumar and Johnston (K-J), and Alwi-Garlapati), two equations of state (Peng-Robinson and modified-Pazuki) and regular solution models. The K-J model emerged as the best fit for the experimental data, boasting the lowest Average Absolute Relative Deviation (AARD) value of 7.73 %. The Peng-Robinson equation of state outperformed the modified-Pazuki equation, with AARD values of 15.71 % and 18.15 %, respectively. The study's key finding is the low solubility of oxazepam in SC-CO2, which suggests that supercritical antisolvent techniques could be effectively employed for synthesizing nanoparticles of this pharmaceutical compound. These findings have practical implications as they provide valuable insights for optimizing drug formulation processes and demonstrate the potential of SC-CO2 in pharmaceutical applications.
{"title":"Solubility of oxazepam in supercritical carbon dioxide: Experimental and modeling","authors":"Adrián Rojas , Seyed Ali Sajadian , Fariba Razmimanesh , Gonzalo Aguila , Nadia Esfandiari , Abolghasem Jouyban","doi":"10.1016/j.fluid.2024.114165","DOIUrl":"10.1016/j.fluid.2024.114165","url":null,"abstract":"<div><p>This study thoroughly investigates the solubility of oxazepam in supercritical carbon dioxide (SC-CO<sub>2</sub>) at temperatures of 308, 318, 328, and 338 K and pressures ranging from 12 to 30 MPa. The solubility measurements revealed a mole fraction of oxazepam ranging from 2.50 × 10<sup>−6</sup> to 7.13 × 10<sup>−5</sup>, with the highest solubility observed at 338 K and 30 MPa. The solubility data were effectively modeled using semi-empirical density-based models (Mendez-Santiago and Teja (MST), Chrastil, Bartle et al., Kumar and Johnston (K-J), and Alwi-Garlapati), two equations of state (Peng-Robinson and modified-Pazuki) and regular solution models. The K-J model emerged as the best fit for the experimental data, boasting the lowest Average Absolute Relative Deviation (AARD) value of 7.73 %. The Peng-Robinson equation of state outperformed the modified-Pazuki equation, with AARD values of 15.71 % and 18.15 %, respectively. The study's key finding is the low solubility of oxazepam in SC-CO<sub>2</sub>, which suggests that supercritical antisolvent techniques could be effectively employed for synthesizing nanoparticles of this pharmaceutical compound. These findings have practical implications as they provide valuable insights for optimizing drug formulation processes and demonstrate the potential of SC-CO<sub>2</sub> in pharmaceutical applications.</p></div>","PeriodicalId":12170,"journal":{"name":"Fluid Phase Equilibria","volume":"585 ","pages":"Article 114165"},"PeriodicalIF":2.8,"publicationDate":"2024-06-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141399847","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-06-06DOI: 10.1016/j.fluid.2024.114154
Marco Campestrini , Stefano Langè , Laura A. Pellegrini , Paolo Stringari
The global phase equilibrium behavior of the CO2+H2S system is discussed in this work for temperatures ranging from 160 K up to the critical region. Solid phases of CO2 and H2S and corresponding equilibria have been modeled by considering either a 4th-order equation of state (also used for the fluid phases) or a solid fugacity model for the pure components combined with an activity coefficient model (both coupled with a reference equation of state for the fluid phases).
Phase equilibrium calculations have been performed by the minimization of the Gibbs Free Energy of mixing and compared to existing literature data.
The types of pressure-mole fraction phase diagrams that can be encountered in the low-temperature thermodynamic region have been described. The temperature and pressure ranges where the phase behavior of the system changes have been identified and a representative phase diagram is presented for each range.
本研究讨论了 CO2+H2S 系统在 160 K 至临界温度范围内的全局相平衡行为。通过考虑四阶状态方程(也用于流体相)或纯组分的固体逸度模型结合活度系数模型(两者均与流体相的参考状态方程相结合),对 CO2 和 H2S 的固相及相应的平衡进行了建模。确定了系统相态发生变化的温度和压力范围,并为每个范围提供了代表性相图。
{"title":"Phase behavior of system carbon dioxide + hydrogen sulfide","authors":"Marco Campestrini , Stefano Langè , Laura A. Pellegrini , Paolo Stringari","doi":"10.1016/j.fluid.2024.114154","DOIUrl":"https://doi.org/10.1016/j.fluid.2024.114154","url":null,"abstract":"<div><p>The global phase equilibrium behavior of the CO<sub>2</sub>+H<sub>2</sub>S system is discussed in this work for temperatures ranging from 160 K up to the critical region. Solid phases of CO<sub>2</sub> and H<sub>2</sub>S and corresponding equilibria have been modeled by considering either a 4<sup>th</sup>-order equation of state (also used for the fluid phases) or a solid fugacity model for the pure components combined with an activity coefficient model (both coupled with a reference equation of state for the fluid phases).</p><p>Phase equilibrium calculations have been performed by the minimization of the Gibbs Free Energy of mixing and compared to existing literature data.</p><p>The types of pressure-mole fraction phase diagrams that can be encountered in the low-temperature thermodynamic region have been described. The temperature and pressure ranges where the phase behavior of the system changes have been identified and a representative phase diagram is presented for each range.</p></div>","PeriodicalId":12170,"journal":{"name":"Fluid Phase Equilibria","volume":"585 ","pages":"Article 114154"},"PeriodicalIF":2.6,"publicationDate":"2024-06-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141303325","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-06-06DOI: 10.1016/j.fluid.2024.114147
Thomas Dumaire , Luuk Groot , Nynke M. Schakenraad , Ondrej Beneš , Rudy J.M. Konings , Anna L. Smith
Lithium-based fluoride salts are one of the leading options as fuel matrix in Molten Salt Reactors. The understanding of their thermodynamic behavior, e.g. chemical stability, activity, as well as heat transfer properties, in the reactor’s environment is crucial for the safety assessment. In this work, the chemical equilibria of lithium fluoride with two important fission products dissolved in the salt matrix, namely barium fluoride and zirconium fluoride, are considered. The phase diagrams of the binary systems , and , as well as the ternary system are assessed by the CALPHAD (CALculation of PHase Diagram) method using the quasichemical model in the quadruplet approximation for the liquid solution. These models are based on literature and new experimental data, and provide a good overview of the stability of intermediate compounds formed in the various systems and of the liquid solution.
锂基氟化物盐是熔盐反应堆燃料基质的主要选择之一。了解它们在反应堆环境中的热力学行为,如化学稳定性、活性以及传热特性,对于安全评估至关重要。本研究考虑了氟化锂与溶解在盐基质中的两种重要裂变产物(即氟化钡和氟化锆)的化学平衡。通过 CALPHAD(CALculation of PHase Diagram,相图计算)方法,使用液态溶液四元近似的准化学模型,评估了二元体系、三元体系和四元体系的相图。这些模型以文献和新的实验数据为基础,很好地概括了各种体系中形成的中间化合物以及液态溶液的稳定性。
{"title":"Thermodynamic assessment of the LiFBaF2 ZrF4 system","authors":"Thomas Dumaire , Luuk Groot , Nynke M. Schakenraad , Ondrej Beneš , Rudy J.M. Konings , Anna L. Smith","doi":"10.1016/j.fluid.2024.114147","DOIUrl":"10.1016/j.fluid.2024.114147","url":null,"abstract":"<div><p>Lithium-based fluoride salts are one of the leading options as fuel matrix in Molten Salt Reactors. The understanding of their thermodynamic behavior, e.g. chemical stability, activity, as well as heat transfer properties, in the reactor’s environment is crucial for the safety assessment. In this work, the chemical equilibria of lithium fluoride with two important fission products dissolved in the salt matrix, namely barium fluoride and zirconium fluoride, are considered. The phase diagrams of the binary systems <figure><img></figure> , <figure><img></figure> and <figure><img></figure> , as well as the ternary system <figure><img></figure> are assessed by the CALPHAD (CALculation of PHase Diagram) method using the quasichemical model in the quadruplet approximation for the liquid solution. These models are based on literature and new experimental data, and provide a good overview of the stability of intermediate compounds formed in the various systems and of the liquid solution.</p></div>","PeriodicalId":12170,"journal":{"name":"Fluid Phase Equilibria","volume":"585 ","pages":"Article 114147"},"PeriodicalIF":2.8,"publicationDate":"2024-06-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S0378381224001249/pdfft?md5=dcf43547e8e21e4766538521116c9334&pid=1-s2.0-S0378381224001249-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141401620","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}