首页 > 最新文献

Journal of Ionic Liquids最新文献

英文 中文
LiquidâLiquid equilibria in extractive desulfurization of model diesel fuels: Ternary systems of n-paraffins (C12, C14 or C16), thiophene, and methylimidazolium bis(trifluoromethylsulfonyl)imide Ionic Liquids 模型柴油萃取脱硫中的液体平衡:正石蜡(C12、C14或C16)、噻吩和甲基咪唑双(三氟甲基磺酰基)亚胺离子液体的三元体系
Pub Date : 2026-01-27 DOI: 10.1016/j.jil.2026.100189
Abubaker A. Mohammad, Abdullah Aljasmi, Adel S. Al-Jimaz, Khaled H.A.E. Alkhaldi, Mohammad S. AlTuwaim
The continuing imperative to reduce sulfur oxide emissions from transportation fuels has intensified the search for efficient desulfurization strategies. In this work, a comprehensive thermodynamic investigation of extractive desulfurization was conducted using model diesel systems composed of n-dodecane, n-tetradecane, or n-hexadecane in the presence of a homologous series of methylimidazolium bis(trifluoromethylsulfonyl)imide ([Cₙmim][NTf₂]) ionic liquids. Liquid-liquid equilibrium (LLE) data for ternary mixtures containing thiophene were determined experimentally at 313.15 K and 101.3 kPa. The extraction performance was assessed through distribution ratios and selectivity values, with systematic evaluation of the effect of alkyl chain length in both the paraffinic solvent and ionic liquid cation. The experimental data were accurately correlated using the Non-Random Two-Liquid (NRTL) model, yielding excellent agreement with minimal root-mean-square deviations. The resulting ternary phase diagrams revealed high extraction efficiency, with distribution ratios between 2.20 and 3.39 and selectivity values in the range of 66264. These findings demonstrate the promising potential of [Cₙmim][NTf₂] ionic liquids as tunable, thermodynamically favorable solvents for deep extractive desulfurization of hydrocarbon fuels.
减少运输燃料硫氧化物排放的持续必要性加强了对有效脱硫策略的探索。在这项工作中,采用由正十二烷、正十四烷或正十六烷组成的模型柴油系统,在同系列的甲基咪唑双(三氟甲基磺酰基)亚胺([C] 2])离子液体的存在下,对萃取脱硫进行了全面的热力学研究。实验测定了含噻吩三元混合物在313.15 K和101.3 kPa下的液液平衡(LLE)数据。通过分布比和选择性值评价萃取性能,系统评价烷基链长在石蜡溶剂和离子液体阳离子中的影响。实验数据使用非随机双液体(NRTL)模型进行精确关联,产生极好的一致性和最小的均方根偏差。结果表明,三元相图萃取效率高,分布比在2.20 ~ 3.39之间,选择性值在66264范围内。这些发现证明了[C - mim][NTf 2]离子液体作为烃类燃料深度萃取脱硫的可调、热力学有利的溶剂的巨大潜力。
{"title":"LiquidâLiquid equilibria in extractive desulfurization of model diesel fuels: Ternary systems of n-paraffins (C12, C14 or C16), thiophene, and methylimidazolium bis(trifluoromethylsulfonyl)imide Ionic Liquids","authors":"Abubaker A. Mohammad,&nbsp;Abdullah Aljasmi,&nbsp;Adel S. Al-Jimaz,&nbsp;Khaled H.A.E. Alkhaldi,&nbsp;Mohammad S. AlTuwaim","doi":"10.1016/j.jil.2026.100189","DOIUrl":"10.1016/j.jil.2026.100189","url":null,"abstract":"<div><div>The continuing imperative to reduce sulfur oxide emissions from transportation fuels has intensified the search for efficient desulfurization strategies. In this work, a comprehensive thermodynamic investigation of extractive desulfurization was conducted using model diesel systems composed of <em>n</em>-dodecane, <em>n</em>-tetradecane, or <em>n</em>-hexadecane in the presence of a homologous series of methylimidazolium bis(trifluoromethylsulfonyl)imide ([Cₙmim][NTf₂]) ionic liquids. Liquid-liquid equilibrium (LLE) data for ternary mixtures containing thiophene were determined experimentally at 313.15 K and 101.3 kPa. The extraction performance was assessed through distribution ratios and selectivity values, with systematic evaluation of the effect of alkyl chain length in both the paraffinic solvent and ionic liquid cation. The experimental data were accurately correlated using the Non-Random Two-Liquid (NRTL) model, yielding excellent agreement with minimal root-mean-square deviations. The resulting ternary phase diagrams revealed high extraction efficiency, with distribution ratios between 2.20 and 3.39 and selectivity values in the range of 66264. These findings demonstrate the promising potential of [Cₙmim][NTf₂] ionic liquids as tunable, thermodynamically favorable solvents for deep extractive desulfurization of hydrocarbon fuels.</div></div>","PeriodicalId":100794,"journal":{"name":"Journal of Ionic Liquids","volume":"6 1","pages":"Article 100189"},"PeriodicalIF":0.0,"publicationDate":"2026-01-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146077530","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
Cogeneration of 5-HMF and aliphatic acid from sugarcane bagasse catalyzed by [p-Anis][HSO4] ionic liquid [p-Anis][HSO4]离子液体催化甘蔗渣中5-羟甲基糠醛和脂肪酸的热产
Pub Date : 2026-01-17 DOI: 10.1016/j.jil.2026.100188
Vuyolwethu Tokoyi, Nirmala Deenadayalu
Among all types of pretreatments used to depolymerize and transform carbohydrates from lignocellulosic biomass (LCB), ionic liquids (ILs) continue to be actively explored by the scientific community, particularly for producing biochemicals such as 5-hydroxymethylfurfural (5-HMF), which is important in various industries. Producing this chemical from glucose is more difficult than from fructose (which is expensive). It requires harsh pretreatment conditions that can cause material degradation, resulting in not only the desired sugar compound but also non-sugar compounds such as organic acids. In this study, a p-anisidinium-based IL was synthesized, characterized, and tested as a catalyst to produce both 5-HMF and aliphatic acids. The IL's catalytic potential was evaluated through a series of hydrothermal experiments varying parameters such as time, temperature, stock loading, and catalyst loading. The maximum yields obtained were 37.82 % for 5-HMF, 40.01 % for aliphatic acids, and 48.12 % for total reduced sugars (TRS) under optimal conditions from sugarcane bagasse (SCB).
在用于从木质纤维素生物质(LCB)解聚和转化碳水化合物的所有类型的预处理中,离子液体(ILs)继续被科学界积极探索,特别是用于生产生物化学品,如5-羟甲基糠醛(5-HMF),这在各个工业中都很重要。从葡萄糖中生产这种化学物质比从果糖中生产要困难得多(后者价格昂贵)。它需要苛刻的预处理条件,这可能导致材料降解,不仅产生所需的糖化合物,而且产生非糖化合物,如有机酸。在本研究中,合成了一种基于对茴香胺的IL,并对其进行了表征和测试,以作为催化剂生成5-羟甲基糠醛和脂肪酸。通过一系列的水热实验来评估IL的催化潜力,这些实验参数包括时间、温度、原料装载量和催化剂装载量。在最佳条件下,甘蔗渣(SCB) 5-HMF、脂肪酸和总还原糖(TRS)的最高产率分别为37.82%、40.01%和48.12%。
{"title":"Cogeneration of 5-HMF and aliphatic acid from sugarcane bagasse catalyzed by [p-Anis][HSO4] ionic liquid","authors":"Vuyolwethu Tokoyi,&nbsp;Nirmala Deenadayalu","doi":"10.1016/j.jil.2026.100188","DOIUrl":"10.1016/j.jil.2026.100188","url":null,"abstract":"<div><div>Among all types of pretreatments used to depolymerize and transform carbohydrates from lignocellulosic biomass (LCB), ionic liquids (ILs) continue to be actively explored by the scientific community, particularly for producing biochemicals such as 5-hydroxymethylfurfural (5-HMF), which is important in various industries. Producing this chemical from glucose is more difficult than from fructose (which is expensive). It requires harsh pretreatment conditions that can cause material degradation, resulting in not only the desired sugar compound but also non-sugar compounds such as organic acids. In this study, a p-anisidinium-based IL was synthesized, characterized, and tested as a catalyst to produce both 5-HMF and aliphatic acids. The IL's catalytic potential was evaluated through a series of hydrothermal experiments varying parameters such as time, temperature, stock loading, and catalyst loading. The maximum yields obtained were 37.82 % for 5-HMF, 40.01 % for aliphatic acids, and 48.12 % for total reduced sugars (TRS) under optimal conditions from sugarcane bagasse (SCB).</div></div>","PeriodicalId":100794,"journal":{"name":"Journal of Ionic Liquids","volume":"6 1","pages":"Article 100188"},"PeriodicalIF":0.0,"publicationDate":"2026-01-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146026133","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
Synthesis of spiro acenaphthylene pyrrolizidine and pyrrolidine compounds via 1,3-dipolar cycloaddition in ionic liquid and the investigation of their biological activity as potent α-glucosidase inhibitors 离子液体中1,3-偶极环加成法合成螺环苊基吡咯里啶和吡咯里啶化合物并研究其作为α-葡萄糖苷酶抑制剂的生物活性
Pub Date : 2026-01-06 DOI: 10.1016/j.jil.2026.100187
Firouz Matloubi Moghaddam , Hassan Fazli , Shaghayegh Sadredini , Nouraddin Hosseinzadeh , Somayeh Mojtabavi , Mohammad Ali Faramarzi , Alireza Foroumadi
A new series of spiroacenaphthylene pyrrolizidine and pyrrolidine derivatives was synthesized via 1,3-dipolar cycloaddition of acenaphthoquinone with sarcosine or l-proline and various chalcone derivatives in the ionic liquid [Bmim]Br under ultrasonic irradiation at room temperature, with yields of up to 98 % within 30 min. All compounds were fully characterized and evaluated for their α-glucosidase inhibitory activity. Most derivatives showed inhibitory activity, with IC₅₀ values ranging from 32.0 ± 0.3 to 463.4 ± 1.2 µM, showing lower IC₅₀ values than acarbose (IC₅₀ = 750.0 ± 1.5 µM). Notably, compound 4k, bearing a 4-nitro substituent, had the lowest IC₅₀ value (32.0 ± 0.3 µM), suggesting favorable interactions with the enzyme active site. These findings highlight the relevance of spiroacenaphthylene scaffolds as non-glycosidic α-glucosidase inhibitors and demonstrate the utility of ionic liquids for rapid and sustainable heterocyclic synthesis, which may provide a basis for future in vivo and pharmacokinetic studies.
短句来源在离子液体[Bmim]Br中,超声辐照下,苊醌与肌氨酸或l-脯氨酸及各种查尔酮衍生物在室温下进行1,3-偶极环加成,合成了一系列新的螺环萘酰基吡咯里啶及其衍生物,30 min的收率可达98%。对所有化合物的α-葡萄糖苷酶抑制活性进行了全面表征和评价。大多数衍生物显示出抑制活性,IC₅₀值范围为32.0±0.3至463.4±1.2µM,显示IC₅₀值低于阿卡波糖(IC₅₀= 750.0±1.5µM)。值得注意的是,含有4-硝基取代基的化合物4k具有最低的IC₅0值(32.0±0.3µM),表明与酶活性位点有良好的相互作用。这些发现突出了螺环萘烯支架作为非糖苷类α-葡萄糖苷酶抑制剂的相关性,并证明了离子液体在快速和可持续的杂环合成中的应用,这可能为未来的体内和药代动力学研究提供基础。
{"title":"Synthesis of spiro acenaphthylene pyrrolizidine and pyrrolidine compounds via 1,3-dipolar cycloaddition in ionic liquid and the investigation of their biological activity as potent α-glucosidase inhibitors","authors":"Firouz Matloubi Moghaddam ,&nbsp;Hassan Fazli ,&nbsp;Shaghayegh Sadredini ,&nbsp;Nouraddin Hosseinzadeh ,&nbsp;Somayeh Mojtabavi ,&nbsp;Mohammad Ali Faramarzi ,&nbsp;Alireza Foroumadi","doi":"10.1016/j.jil.2026.100187","DOIUrl":"10.1016/j.jil.2026.100187","url":null,"abstract":"<div><div>A new series of spiroacenaphthylene pyrrolizidine and pyrrolidine derivatives was synthesized via 1,3-dipolar cycloaddition of acenaphthoquinone with sarcosine or <span>l</span>-proline and various chalcone derivatives in the ionic liquid [Bmim]Br under ultrasonic irradiation at room temperature, with yields of up to 98 % within 30 min. All compounds were fully characterized and evaluated for their α-glucosidase inhibitory activity. Most derivatives showed inhibitory activity, with IC₅₀ values ranging from 32.0 ± 0.3 to 463.4 ± 1.2 µM, showing lower IC₅₀ values than acarbose (IC₅₀ = 750.0 ± 1.5 µM). Notably, compound 4k, bearing a 4-nitro substituent, had the lowest IC₅₀ value (32.0 ± 0.3 µM), suggesting favorable interactions with the enzyme active site. These findings highlight the relevance of spiroacenaphthylene scaffolds as non-glycosidic α-glucosidase inhibitors and demonstrate the utility of ionic liquids for rapid and sustainable heterocyclic synthesis, which may provide a basis for future in vivo and pharmacokinetic studies.</div></div>","PeriodicalId":100794,"journal":{"name":"Journal of Ionic Liquids","volume":"6 1","pages":"Article 100187"},"PeriodicalIF":0.0,"publicationDate":"2026-01-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145925685","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
Ionic liquids with asymmetric thioether-TFSI anions: Thermal properties and gas separation 具有不对称硫醚- tfsi阴离子的离子液体:热性能和气体分离
Pub Date : 2025-12-22 DOI: 10.1016/j.jil.2025.100186
Vladislav Y. Shevtsov , Bruna F. Soares , Daniil R. Nosov , Isabel M. Marrucho , Alexander S. Shaplov
A straightforward and efficient thiol-ene Michael addition “click” chemistry route was developed to introduce asymmetry into the TFSI anion, enabling the synthesis of four ionic liquids (ILs) by coupling 1-ethyl-3-methylimidazolium (EMIM) cation with thioether-functionalized anions. This method offers high yields, excellent purities, mild reaction conditions, and versatile functionalization. The resulting ILs exhibit suppressed crystallization and vitrification behavior, with low glass transition temperatures (−75 to −62 °C), ensuring liquid-state stability over a wide temperature range. Compared to common ILs, such as EMIM TFSI, EMIM 2,2,2-(trifluoromethyl)sulfonyl-N-cyanoamide (TFSAM) and EMIM 2,2,2-trifluoro-N-(trifluoromethylsulfonyl)acetamide (TSAC), the synthesized ILs display higher viscosities, which reduce CO₂ diffusion and lower overall permeabilities (133–221 Barrer). Nevertheless, they demonstrate enhanced CO2/N2 selectivity (up to 41), with EMIM C₂H₅-S-TFSI combining the highest permeability (221 Barrer) with excellent selectivity. These findings highlight the potential of thioether-modified TFSI ILs for gas separation applications where selectivity is of primary importance.
建立了一种简单高效的巯基Michael加成“点击”化学途径,将不对称性引入到TFSI阴离子中,通过将1-乙基-3-甲基咪唑(EMIM)阳离子与硫醚功能化阴离子偶联,合成了四种离子液体(ILs)。该方法收率高、纯度好、反应条件温和、功能化用途广泛。所得到的ILs表现出抑制结晶和玻璃化行为,具有低玻璃化转变温度(- 75至- 62℃),确保了在宽温度范围内的液态稳定性。与EMIM TFSI、EMIM 2,2,2-(三氟甲基)磺酰基- n -氰酰胺(TFSAM)和EMIM 2,2,2-三氟- n -(三氟甲基磺酰基)乙酰胺(TSAC)等普通il相比,合成的il具有更高的粘度,从而降低了CO₂的扩散,降低了总渗透率(133-221 Barrer)。然而,它们表现出增强的CO2/N2选择性(高达41),EMIM C₂H₅-S-TFSI结合了最高渗透率(221 Barrer)和出色的选择性。这些发现突出了硫醚修饰的TFSI il在选择性最重要的气体分离应用中的潜力。
{"title":"Ionic liquids with asymmetric thioether-TFSI anions: Thermal properties and gas separation","authors":"Vladislav Y. Shevtsov ,&nbsp;Bruna F. Soares ,&nbsp;Daniil R. Nosov ,&nbsp;Isabel M. Marrucho ,&nbsp;Alexander S. Shaplov","doi":"10.1016/j.jil.2025.100186","DOIUrl":"10.1016/j.jil.2025.100186","url":null,"abstract":"<div><div>A straightforward and efficient thiol-ene Michael addition “click” chemistry route was developed to introduce asymmetry into the TFSI anion, enabling the synthesis of four ionic liquids (ILs) by coupling 1-ethyl-3-methylimidazolium (EMIM) cation with thioether-functionalized anions. This method offers high yields, excellent purities, mild reaction conditions, and versatile functionalization. The resulting ILs exhibit suppressed crystallization and vitrification behavior, with low glass transition temperatures (−75 to −62 °C), ensuring liquid-state stability over a wide temperature range. Compared to common ILs, such as EMIM TFSI, EMIM 2,2,2-(trifluoromethyl)sulfonyl-N-cyanoamide (TFSAM) and EMIM 2,2,2-trifluoro-N-(trifluoromethylsulfonyl)acetamide (TSAC), the synthesized ILs display higher viscosities, which reduce CO₂ diffusion and lower overall permeabilities (133–221 Barrer). Nevertheless, they demonstrate enhanced CO<sub>2</sub>/N<sub>2</sub> selectivity (up to 41), with EMIM C₂H₅-S-TFSI combining the highest permeability (221 Barrer) with excellent selectivity. These findings highlight the potential of thioether-modified TFSI ILs for gas separation applications where selectivity is of primary importance.</div></div>","PeriodicalId":100794,"journal":{"name":"Journal of Ionic Liquids","volume":"6 1","pages":"Article 100186"},"PeriodicalIF":0.0,"publicationDate":"2025-12-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146026132","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
From solubility mechanisms to scalable solutions: The evolving landscape of ionic liquids for CO2 capture 从溶解度机制到可扩展的解决方案:离子液体用于二氧化碳捕获的不断发展的景观
Pub Date : 2025-12-20 DOI: 10.1016/j.jil.2025.100185
Nabila Shamim , Paul Chisom Emelike , Blessing Chinemerem Dike , Faruque Hasan
The increasing concentration of atmospheric CO₂ calls for the development of efficient and sustainable capture technologies. Ionic liquids (ILs) have become attractive solvent options for next-generation CO₂ capture because of their thermal stability, low vapor pressure, and structurally tunable properties. This review presents a comprehensive analysis of CO₂ solubility in ILs, and the underlying mechanisms of physical absorption driven by van der Waals and quadrupole interactions, as well as the chemical absorption via task-specific ILs (TSILs). The influence of IL composition, viscosity, free volume, and cation–anion combinations on CO₂ uptake is critically investigated. Also, experimental techniques (e.g. gravimetric microbalance, FTIR, TGA) are reviewed as essential for IL screening and performance prediction. Furthermore, key advancements in hybrid systems, such as IL-polymer composites, IL@MOFs, and supported IL membranes (SILMs), are also investigated. The environmental impacts, such as toxicity and biodegradability, are addressed, along with a techno-economic comparison with conventional solvents. The review highlights that challenges persist, especially factors such as viscosity, system-level energetics, cost, and environmental impact. The review validates that IL has a strong potential for modular and high selectivity as a CO₂ capture system.
大气中二氧化碳浓度的增加要求开发高效和可持续的捕集技术。离子液体(ILs)由于其热稳定性、低蒸汽压和结构可调的特性,已成为下一代二氧化碳捕获的有吸引力的溶剂选择。本文综述了CO₂在il中的溶解度、van der Waals和四极相互作用驱动的物理吸收机制以及通过任务特异性il (TSILs)的化学吸收的综合分析。IL组成、粘度、自由体积和正负离子组合对CO₂吸收的影响进行了严格的研究。此外,实验技术(如重量微天平,FTIR, TGA)被认为是IL筛选和性能预测的必要条件。此外,还研究了混合系统的关键进展,如IL-聚合物复合材料,IL@MOFs和负载IL膜(SILMs)。对环境的影响,如毒性和生物降解性进行了讨论,并与传统溶剂进行了技术经济比较。该综述强调了挑战仍然存在,特别是粘度、系统级能量、成本和环境影响等因素。该综述验证了IL作为CO₂捕获系统具有模块化和高选择性的强大潜力。
{"title":"From solubility mechanisms to scalable solutions: The evolving landscape of ionic liquids for CO2 capture","authors":"Nabila Shamim ,&nbsp;Paul Chisom Emelike ,&nbsp;Blessing Chinemerem Dike ,&nbsp;Faruque Hasan","doi":"10.1016/j.jil.2025.100185","DOIUrl":"10.1016/j.jil.2025.100185","url":null,"abstract":"<div><div>The increasing concentration of atmospheric CO₂ calls for the development of efficient and sustainable capture technologies. Ionic liquids (ILs) have become attractive solvent options for next-generation CO₂ capture because of their thermal stability, low vapor pressure, and structurally tunable properties. This review presents a comprehensive analysis of CO₂ solubility in ILs, and the underlying mechanisms of physical absorption driven by van der Waals and quadrupole interactions, as well as the chemical absorption via task-specific ILs (TSILs). The influence of IL composition, viscosity, free volume, and cation–anion combinations on CO₂ uptake is critically investigated. Also, experimental techniques (e.g. gravimetric microbalance, FTIR, TGA) are reviewed as essential for IL screening and performance prediction. Furthermore, key advancements in hybrid systems, such as IL-polymer composites, IL@MOFs, and supported IL membranes (SILMs), are also investigated. The environmental impacts, such as toxicity and biodegradability, are addressed, along with a techno-economic comparison with conventional solvents. The review highlights that challenges persist, especially factors such as viscosity, system-level energetics, cost, and environmental impact. The review validates that IL has a strong potential for modular and high selectivity as a CO₂ capture system.</div></div>","PeriodicalId":100794,"journal":{"name":"Journal of Ionic Liquids","volume":"6 1","pages":"Article 100185"},"PeriodicalIF":0.0,"publicationDate":"2025-12-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145925761","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
A “Sweet” Biorefinery: Sugar-derived ionic liquids for the pretreatment of lignocellulosic biomass 一种“甜蜜”的生物炼制:用于木质纤维素生物质预处理的糖衍生离子液体
Pub Date : 2025-12-13 DOI: 10.1016/j.jil.2025.100184
Minsol Kim , Sara Saldarriaga-Hernandez , Alberto Rodriguez , Danay Carrillo-Nieves , Blake A. Simmons , John M. Gladden , Hemant Choudhary
Sugar-based ionic liquids (ILs) derived from biomass-based cations (choline, betaine) and sugar-derived anions were developed as sustainable pretreatment solvents to advance the concept of self-reliant biorefinery. Cholinium gluconate ([Ch][GlcA]) enabled streamlined one-pot sorghum pretreatment without the need for pH adjustment or washing, while betainium gluconate ([Bet][GlcA]) achieved higher sugar yields, improving overall process efficiency and economics. Both ILs produced hydrolysates fully compatible with microbial fermentation, demonstrating their potential for efficient, simplified biomass conversion. This work positions sugar-based ILs as powerful platforms that unite sustainable chemistry with integrated bioprocessing, marking a pivotal step toward realizing the self-reliant biorefinery.
由生物质基阳离子(胆碱、甜菜碱)和糖基阴离子衍生的糖基离子液体(ILs)被开发为可持续的预处理溶剂,以推进自力更生的生物炼制概念。葡萄糖酸胆碱([Ch][GlcA])使高粱的一锅预处理变得流线型,无需调整pH值或洗涤,而葡萄糖酸甜菜碱([Bet][GlcA])实现了更高的糖产量,提高了整体工艺效率和经济性。这两种酶都能产生与微生物发酵完全相容的水解产物,表明它们具有高效、简化生物质转化的潜力。这项工作将糖基il定位为强大的平台,将可持续化学与综合生物加工结合起来,标志着实现自力更生生物炼制的关键一步。
{"title":"A “Sweet” Biorefinery: Sugar-derived ionic liquids for the pretreatment of lignocellulosic biomass","authors":"Minsol Kim ,&nbsp;Sara Saldarriaga-Hernandez ,&nbsp;Alberto Rodriguez ,&nbsp;Danay Carrillo-Nieves ,&nbsp;Blake A. Simmons ,&nbsp;John M. Gladden ,&nbsp;Hemant Choudhary","doi":"10.1016/j.jil.2025.100184","DOIUrl":"10.1016/j.jil.2025.100184","url":null,"abstract":"<div><div>Sugar-based ionic liquids (ILs) derived from biomass-based cations (choline, betaine) and sugar-derived anions were developed as sustainable pretreatment solvents to advance the concept of self-reliant biorefinery. Cholinium gluconate ([Ch][GlcA]) enabled streamlined one-pot sorghum pretreatment without the need for pH adjustment or washing, while betainium gluconate ([Bet][GlcA]) achieved higher sugar yields, improving overall process efficiency and economics. Both ILs produced hydrolysates fully compatible with microbial fermentation, demonstrating their potential for efficient, simplified biomass conversion. This work positions sugar-based ILs as powerful platforms that unite sustainable chemistry with integrated bioprocessing, marking a pivotal step toward realizing the self-reliant biorefinery.</div></div>","PeriodicalId":100794,"journal":{"name":"Journal of Ionic Liquids","volume":"6 1","pages":"Article 100184"},"PeriodicalIF":0.0,"publicationDate":"2025-12-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145925683","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
The influence of ligating atom identity on complex cation stability and anionic speciation in hydrogen-bonding solvate ionic liquids 氢键溶剂离子液体中连接原子同一性对配合物阳离子稳定性和阴离子形态的影响
Pub Date : 2025-11-25 DOI: 10.1016/j.jil.2025.100182
Christopher M. Burba, Spence Pilcher, Jacob Allred, Grant Jeffcoat, Amanda Arie, Travis Young
Solvate ionic liquids (SILs) are a rapidly growing family of materials with potential applications in energy storage, metal deposition and extraction, reaction media for synthetic chemistry, and as pharmaceutical delivery agents. As with traditional ionic liquids, the broad synthetic versatility available in designing SILs provide an excellent framework for meeting the diverse needs of these technological niches. This work explores how structural variations to the molecular solvent impact SIL structure and properties. The solvent molecules investigated have a core structural motif similar to triethylene glycol and tetraethylene glycol with variations in ligating atom identity (O, N, and S atoms). All of the SILs are created from equimolar mixtures of a molecular solvent and lithium bis(trifluoromethanesulfonyl)imide, LiNTf2. Ionic interactions are monitored with IR and Raman spectroscopy and supplemented by DFT analyses of the various complex cations. In general, ligating atom identity and location within a molecular solvent has a major impact on complex cation stability. This, in turn, affects the ability of the anions to form ionically-associated species with the Li+ ions. For example, replacing select oxygen atoms of triethylene glycol with sulfur atoms destabilizes the complex cation and increases ionic association. In contrast, replacing the oxygen atoms with primary or secondary amines tends to produce the opposite effects. Lengthening the solvent molecule from four to five ligating atoms makes the solvent molecule more competitive in binding the Li+ cation. SILs based on tetraethylene glycol and tetraethylenepentamine produce more stable complex cations and have higher abundances of unassociated, “free” NTf2 ions compared to shorter tetradentate analogs.
溶剂离子液体(SILs)是一种快速发展的材料家族,在能量存储,金属沉积和提取,合成化学反应介质以及药物递送剂方面具有潜在的应用前景。与传统离子液体一样,在设计SILs时广泛的合成通用性为满足这些技术利基的不同需求提供了一个极好的框架。这项工作探讨了分子溶剂的结构变化如何影响SIL的结构和性能。所研究的溶剂分子具有类似于三甘醇和四甘醇的核心结构基序,其连接原子身份(O, N和S原子)有所不同。所有的SILs都是由分子溶剂和二(三氟甲烷磺酰)亚胺锂(LiNTf2)的等摩尔混合物制成的。离子相互作用监测与红外和拉曼光谱和补充的DFT分析的各种配合阳离子。一般来说,分子溶剂中连接原子的身份和位置对配合物阳离子的稳定性有重大影响。这反过来又影响阴离子与Li+离子形成离子缔合物的能力。例如,用硫原子代替选定的三甘醇氧原子会破坏阳离子络合物的稳定性,并增加离子结合。相反,用伯胺或仲胺代替氧原子往往会产生相反的效果。将溶剂分子从4个连接原子延长到5个连接原子使溶剂分子在结合Li+阳离子时更具竞争力。与较短的四齿类似物相比,基于四乙二醇和四乙基戊二胺的SILs产生更稳定的络合阳离子,并且具有更高丰度的未结合的“自由”NTf2 -离子。
{"title":"The influence of ligating atom identity on complex cation stability and anionic speciation in hydrogen-bonding solvate ionic liquids","authors":"Christopher M. Burba,&nbsp;Spence Pilcher,&nbsp;Jacob Allred,&nbsp;Grant Jeffcoat,&nbsp;Amanda Arie,&nbsp;Travis Young","doi":"10.1016/j.jil.2025.100182","DOIUrl":"10.1016/j.jil.2025.100182","url":null,"abstract":"<div><div>Solvate ionic liquids (SILs) are a rapidly growing family of materials with potential applications in energy storage, metal deposition and extraction, reaction media for synthetic chemistry, and as pharmaceutical delivery agents. As with traditional ionic liquids, the broad synthetic versatility available in designing SILs provide an excellent framework for meeting the diverse needs of these technological niches. This work explores how structural variations to the molecular solvent impact SIL structure and properties. The solvent molecules investigated have a core structural motif similar to triethylene glycol and tetraethylene glycol with variations in ligating atom identity (O, N, and S atoms). All of the SILs are created from equimolar mixtures of a molecular solvent and lithium bis(trifluoromethanesulfonyl)imide, LiNTf<sub>2</sub>. Ionic interactions are monitored with IR and Raman spectroscopy and supplemented by DFT analyses of the various complex cations. In general, ligating atom identity and location within a molecular solvent has a major impact on complex cation stability. This, in turn, affects the ability of the anions to form ionically-associated species with the Li<sup>+</sup> ions. For example, replacing select oxygen atoms of triethylene glycol with sulfur atoms destabilizes the complex cation and increases ionic association. In contrast, replacing the oxygen atoms with primary or secondary amines tends to produce the opposite effects. Lengthening the solvent molecule from four to five ligating atoms makes the solvent molecule more competitive in binding the Li<sup>+</sup> cation. SILs based on tetraethylene glycol and tetraethylenepentamine produce more stable complex cations and have higher abundances of unassociated, “free” NTf<sub>2</sub><sup>–</sup> ions compared to shorter tetradentate analogs.</div></div>","PeriodicalId":100794,"journal":{"name":"Journal of Ionic Liquids","volume":"6 1","pages":"Article 100182"},"PeriodicalIF":0.0,"publicationDate":"2025-11-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145925684","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
Crystal structure and supramolecular assembly of the ionic liquid-like salt tributylmethylammonium acyclovir ([N4,4,4,1][Acy]) 离子液体状盐三基甲基无环鸟苷铵([n4,4,4,1][Acy])的晶体结构及超分子组装
Pub Date : 2025-11-25 DOI: 10.1016/j.jil.2025.100183
Sophia L. Sagala , Julia L. Shamshina , Robin D. Rogers
In search of low melting, ionic liquid-like forms of the active pharmaceutical ingredient (API), acyclovir, we isolated tributylmethylammonium acyclovir ([N4,4,4,1][Acy]) and structurally characterized it by single crystal X-ray diffraction. The crystal structure reveals discrete tributylmethylammonium cations and acyclovir anions arranged into well-defined polar and nonpolar domains. The acyclovir anions form an extended supramolecular network stabilized by multiple N–H···O and O–H···O hydrogen bonds, while the cations engage in weaker C–H···O interactions that reinforce lattice cohesion. The longer butyl substituents of the cation segregate into hydrophobic regions, leading to a layered packing arrangement with clear separation between hydrogen-bonded acyclovir frameworks and alkyl-rich domains. This amphiphilic organization highlights the dual role of directional hydrogen bonding and dispersive alkyl interactions in defining the three-dimensional packing of this pharmaceutically relevant ionic liquid-like salt.
为了寻找活性药物成分(API)阿昔洛韦的低熔点、离子液体样形态,我们分离了三丁基甲基阿昔洛韦铵([n4,4,4,1][Acy]),并通过单晶x射线衍射对其进行了结构表征。晶体结构显示离散的三甲基铵阳离子和无环鸟苷阴离子排列在明确的极性和非极性区域。无环鸟苷阴离子形成一个扩展的超分子网络,由多个N-H··O和O - h··O氢键稳定,而阳离子则参与较弱的C-H··O相互作用,增强了晶格的内聚性。阳离子的较长丁基取代基分离成疏水区域,导致层状填料排列,在氢键无环鸟苷框架和富烷基结构域之间有明显的分离。这种两亲性组织强调了定向氢键和分散烷基相互作用在定义这种药物相关离子液体状盐的三维包装中的双重作用。
{"title":"Crystal structure and supramolecular assembly of the ionic liquid-like salt tributylmethylammonium acyclovir ([N4,4,4,1][Acy])","authors":"Sophia L. Sagala ,&nbsp;Julia L. Shamshina ,&nbsp;Robin D. Rogers","doi":"10.1016/j.jil.2025.100183","DOIUrl":"10.1016/j.jil.2025.100183","url":null,"abstract":"<div><div>In search of low melting, ionic liquid-like forms of the active pharmaceutical ingredient (API), acyclovir, we isolated tributylmethylammonium acyclovir ([N<sub>4,4,4,1</sub>][Acy]) and structurally characterized it by single crystal X-ray diffraction. The crystal structure reveals discrete tributylmethylammonium cations and acyclovir anions arranged into well-defined polar and nonpolar domains. The acyclovir anions form an extended supramolecular network stabilized by multiple N–H···O and O–H···O hydrogen bonds, while the cations engage in weaker C–H···O interactions that reinforce lattice cohesion. The longer butyl substituents of the cation segregate into hydrophobic regions, leading to a layered packing arrangement with clear separation between hydrogen-bonded acyclovir frameworks and alkyl-rich domains. This amphiphilic organization highlights the dual role of directional hydrogen bonding and dispersive alkyl interactions in defining the three-dimensional packing of this pharmaceutically relevant ionic liquid-like salt.</div></div>","PeriodicalId":100794,"journal":{"name":"Journal of Ionic Liquids","volume":"6 1","pages":"Article 100183"},"PeriodicalIF":0.0,"publicationDate":"2025-11-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145685280","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
Enhanced solubilization and In-Vitro release of rifampicin in mixed aggregates of surface active ionic liquid and conventional surfactants 增强利福平在表面活性离子液体和常规表面活性剂混合聚集体中的增溶和体外释放
Pub Date : 2025-11-20 DOI: 10.1016/j.jil.2025.100181
Ruchika, Reshu Sanan
Rifampicin is a very important drug used in the treatment of tuberculosis, but its low solubility in aqueous medium leads to its lesser bioavailability. The present work is focused on enhancing the solubility of rifampicin in aqueous medium employing mixed micellar assembly of the surface active ionic liquids (SAILs), i.e., 1-dodecyl-3-methylimidazolium bromide (C12mimBr), with conventional cationic surfactants, viz., dodecylbenzyldimethylammonium chloride (C12BzCl) and dodecyltrimethylammonium bromide (DTAB), and non-ionic surfactants, viz., Igepal CO 720 (ICO 720) and Tween 20. The physicochemical behaviour of mixed micelles has been investigated using conductivity, UV–visible spectroscopy, fluorescence spectroscopy, and dynamic light scattering (DLS) measurements. Interactions between the components of mixed micelles are illustrated by the evaluation of different micellar parameters, i.e., β (degree of counterion binding), ΔGmic (Gibb’s free energy of micellization), hydrodynamic diameter (Dh), βm (interaction parameter), cmc* (ideal cmc), Xideal (mole fraction in mixed micelle in an ideal state), and activity coefficients (f1 and f2) using regular solution theory. The mixtures of C12mimBr + C12BzCl, C12mimBr + ICO 720, and C12mimBr + DTAB have been found to behave non-ideally with synergistic interactions in the first two cases and antagonistic interactions in the case of C12mimBr + DTAB. However, the mixture of C12mimBr + Tween 20 exhibits ideal behaviour. Employing UV-visible spectroscopy, these mixtures have been further investigated for enhancing the rifampicin solubility. The molar solubilization capacity (χ) is observed to be more for mixed micellar media of C12mimBr + Tween 20 and C12mimBr + C12BzCl than their pure components and decreased in the case of C12mimBr + DTAB. Further, in vitro drug release studies were performed using the dialysis method, which illustrates the sustained release of rifampicin by the proposed binary mixtures.
利福平是治疗结核病的重要药物,但其在水介质中的溶解度较低,导致其生物利用度较低。本研究的重点是利用表面活性离子液体(SAILs),即1-十二烷基-3-甲基咪唑溴化铵(C12mimBr)与传统阳离子表面活性剂(十二烷基苄基二甲基氯化铵(C12BzCl)和十二烷基三甲基溴化铵(DTAB)以及非离子表面活性剂(Igepal CO 720 (ICO 720)和Tween 20)的混合胶束组装来提高利福平在水介质中的溶解度。利用电导率、紫外可见光谱、荧光光谱和动态光散射(DLS)测量研究了混合胶束的物理化学行为。混合胶束组分之间的相互作用通过评价不同胶束参数来说明,即β(反离子结合度)、ΔGmic(吉布胶束自由能)、水动力直径(Dh)、βm(相互作用参数)、cmc*(理想cmc)、Xideal(理想状态下混合胶束的摩尔分数)和活度系数(f1和f2)。C12mimBr + C12BzCl、C12mimBr + ICO 720和C12mimBr + DTAB的混合物表现出非理想的协同作用,在前两种情况下表现为协同作用,而在C12mimBr + DTAB的情况下表现为拮抗作用。然而,C12mimBr + Tween 20的混合物表现出理想的性能。利用紫外可见光谱法,进一步研究了这些混合物对利福平溶解度的增强作用。C12mimBr + Tween 20和C12mimBr + C12BzCl混合胶束介质的摩尔增溶能力(χ)均大于其纯组分,而C12mimBr + DTAB的摩尔增溶能力则减小。此外,体外药物释放研究使用透析方法进行,这说明了利福平的持续释放的二元混合物。
{"title":"Enhanced solubilization and In-Vitro release of rifampicin in mixed aggregates of surface active ionic liquid and conventional surfactants","authors":"Ruchika,&nbsp;Reshu Sanan","doi":"10.1016/j.jil.2025.100181","DOIUrl":"10.1016/j.jil.2025.100181","url":null,"abstract":"<div><div>Rifampicin is a very important drug used in the treatment of tuberculosis, but its low solubility in aqueous medium leads to its lesser bioavailability. The present work is focused on enhancing the solubility of rifampicin in aqueous medium employing mixed micellar assembly of the surface active ionic liquids (SAILs), <em>i.e.</em>, 1-dodecyl-3-methylimidazolium bromide (C<sub>12</sub>mimBr), with conventional cationic surfactants, <em>viz.</em>, dodecylbenzyldimethylammonium chloride (C<sub>12</sub>BzCl) and dodecyltrimethylammonium bromide (DTAB), and non-ionic surfactants, <em>viz.</em>, Igepal CO 720 (ICO 720) and Tween 20. The physicochemical behaviour of mixed micelles has been investigated using conductivity, UV–visible spectroscopy, fluorescence spectroscopy, and dynamic light scattering (DLS) measurements. Interactions between the components of mixed micelles are illustrated by the evaluation of different micellar parameters, <em>i.e</em>., <em>β</em> (degree of counterion binding), <span><math><mrow><mstyle><mi>Δ</mi></mstyle><msubsup><mi>G</mi><mrow><mi>m</mi><mi>i</mi><mi>c</mi></mrow><mo>∘</mo></msubsup></mrow></math></span> (Gibb’s free energy of micellization), hydrodynamic diameter (<em>D<sub>h</sub></em>), <em>β<sup>m</sup></em> (interaction parameter), <em>cmc*</em> (ideal <em>cmc</em>)<em>, X<sub>ideal</sub></em> (mole fraction in mixed micelle in an ideal state), and activity coefficients (<em>f</em><sub>1</sub> and <em>f</em><sub>2</sub>) using regular solution theory. The mixtures of C<sub>12</sub>mimBr + C<sub>12</sub>BzCl, C<sub>12</sub>mimBr + ICO 720, and C<sub>12</sub>mimBr + DTAB have been found to behave non-ideally with synergistic interactions in the first two cases and antagonistic interactions in the case of C<sub>12</sub>mimBr + DTAB. However, the mixture of C<sub>12</sub>mimBr + Tween 20 exhibits ideal behaviour. Employing UV-visible spectroscopy, these mixtures have been further investigated for enhancing the rifampicin solubility. The molar solubilization capacity (χ) is observed to be more for mixed micellar media of C<sub>12</sub>mimBr + Tween 20 and C<sub>12</sub>mimBr + C<sub>12</sub>BzCl than their pure components and decreased in the case of C<sub>12</sub>mimBr + DTAB. Further, <em>in vitro</em> drug release studies were performed using the dialysis method, which illustrates the sustained release of rifampicin by the proposed binary mixtures.</div></div>","PeriodicalId":100794,"journal":{"name":"Journal of Ionic Liquids","volume":"6 1","pages":"Article 100181"},"PeriodicalIF":0.0,"publicationDate":"2025-11-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145618355","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
Experimental analysis and machine learning modeling of CO2 and CH4 gas hydrate phase equilibria with quaternary ammonium salts 季铵盐对CO2和CH4气体水合物相平衡的实验分析和机器学习建模
Pub Date : 2025-11-12 DOI: 10.1016/j.jil.2025.100180
Aliyu Adebayo Sulaimon , Ali Qasim , Bhajan Lal , Muhammad Saad Khan
The study investigates the hydrate liquid vapor equilibrium HLVE experimentally at concentrations of 1, 5, and 10 wt % for tetramethylammonium acetate, tetraethylammonium acetate, and their mixtures with the commercially used thermodynamic hydrate inhibitor, monoethylene glycol (MEG). The experimental pressure range for CO2 hydrates is from 2.0 to 3.50 MPa, while the pressure range for CH4 hydrates varies between the values of 3.40 to 8.30 MPa. A Gaussian Process Regression (GPR) based machine learning model has also been developed to predict the hydrate liquid vapor equilibrium (HLVE) of CO2 and CH4 hydrate formation for quaternary ammonium salts (QAS). This analysis suggests kernel optimization of the GPR. With an R2 value of 0.9 and an RMSE value of 0.031, the optimized model has strong predictability using the concentration of QAS, pressure, and temperature as inputs. The results of the model are correlated with the experimental outcome, and the predicted results are in fair accordance with the results of the experiment.
该研究对四甲基乙酸铵、四乙基乙酸铵以及它们与商业上使用的热力学水合物抑制剂单乙二醇(MEG)的混合物在浓度为1、5和10 wt %时的水合物液相平衡进行了实验研究。CO2水合物的实验压力范围为2.0 ~ 3.50 MPa, CH4水合物的实验压力范围为3.40 ~ 8.30 MPa。建立了一种基于高斯过程回归(GPR)的机器学习模型,用于预测季铵盐(QAS)中CO2和CH4水合物形成的水合物液汽平衡(HLVE)。该分析建议对探地雷达进行核优化。优化模型的R2值为0.9,RMSE值为0.031,以QAS浓度、压力和温度为输入,具有较强的可预测性。模型计算结果与实验结果具有较好的相关性,预测结果与实验结果吻合较好。
{"title":"Experimental analysis and machine learning modeling of CO2 and CH4 gas hydrate phase equilibria with quaternary ammonium salts","authors":"Aliyu Adebayo Sulaimon ,&nbsp;Ali Qasim ,&nbsp;Bhajan Lal ,&nbsp;Muhammad Saad Khan","doi":"10.1016/j.jil.2025.100180","DOIUrl":"10.1016/j.jil.2025.100180","url":null,"abstract":"<div><div>The study investigates the hydrate liquid vapor equilibrium HLVE experimentally at concentrations of 1, 5, and 10 wt % for tetramethylammonium acetate, tetraethylammonium acetate, and their mixtures with the commercially used thermodynamic hydrate inhibitor, monoethylene glycol (MEG). The experimental pressure range for CO<sub>2</sub> hydrates is from 2.0 to 3.50 MPa, while the pressure range for CH<sub>4</sub> hydrates varies between the values of 3.40 to 8.30 MPa. A Gaussian Process Regression (GPR) based machine learning model has also been developed to predict the hydrate liquid vapor equilibrium (HLVE) of CO<sub>2</sub> and CH<sub>4</sub> hydrate formation for quaternary ammonium salts (QAS). This analysis suggests kernel optimization of the GPR. With an R<sup>2</sup> value of 0.9 and an RMSE value of 0.031, the optimized model has strong predictability using the concentration of QAS, pressure, and temperature as inputs. The results of the model are correlated with the experimental outcome, and the predicted results are in fair accordance with the results of the experiment.</div></div>","PeriodicalId":100794,"journal":{"name":"Journal of Ionic Liquids","volume":"5 2","pages":"Article 100180"},"PeriodicalIF":0.0,"publicationDate":"2025-11-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145570921","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
期刊
Journal of Ionic Liquids
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1