Atomistic molecular dynamics simulation and COSMO-SAC approach for enhanced 1,3-propanediol extraction with imidazolium-based ionic liquids

被引:2
作者
Akshat, Raj [1 ]
Bharti, Anand [2 ]
Padmanabhan, Padmini [1 ]
机构
[1] Birla Inst Technol Mesra, Dept Bioengn & Biotechnol, Ranchi 835215, Jharkhand, India
[2] Birla Inst Technol, Dept Chem Engn, Ranchi 835215, Jharkhand, India
关键词
1,3-Propanediol; Ionic liquids; Molecular dynamics; COSMO-SAC; PHASE-EQUILIBRIUM PREDICTION; REACTIVE EXTRACTION; FORCE-FIELD; SEPARATION; SOLVENTS; WATER; MIXTURES; ETHANOL; MECHANISM; ALCOHOLS;
D O I
10.1007/s00894-024-05964-7
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Context1,3-Propanediol (1,3-PDO) is a key chemical in various industries, including pharmaceuticals and material sciences, and is projected to see significant market growth. However, the current challenges in its downstream processing, particularly in terms of cost and efficiency, highlight the need for innovative solutions. Our study delves into using ionic liquids (ILs) as a potential alternative, aiming to address these critical separation challenges more sustainably and efficiently.In this study, we utilized molecular dynamics (MD) simulations and the COSMO-SAC to examine 1,3-propanediol (1,3-PDO) extraction using four imidazolium-based ionic liquids with 1-butyl-3-methylimidazolium [Bmim] cation and with different anions bis(pentafluoroethanesulfonyl)imide [NPF2]-, bis(trifluoromethylsulfonyl)imide [NTF2]-, thiocyanate [SCN]-, and trifluoromethanesulfonate [TFO]-. Molecular dynamics simulations, incorporating analysis of radial distribution functions (RDF) and spatial distribution functions (SDF), revealed that [Bmim][SCN] and [Bmim][TFO] exhibit enhanced interactions with 1,3-PDO. Notably, [Bmim][SCN] formed the most hydrogen bonds, averaging 1.639 per molecule, due to its coordinating [SCN]- anion. This was in contrast to the fewer hydrogen bonds formed by non-coordinating anions in [Bmim][NPF2] and [Bmim][NTF2]. In ternary systems, [Bmim][SCN] and [Bmim][TFO] demonstrated superior selectivity for 1,3-PDO extraction compared to the other ionic liquids, with selectivity values around 29. These findings, supported by COSMO-SAC predictive modeling, highlight the potential of [Bmim][SCN] as a promising candidate for 1,3-PDO extraction, emphasizing the importance of anion selection in optimizing ionic liquid properties for this application.Context1,3-Propanediol (1,3-PDO) is a key chemical in various industries, including pharmaceuticals and material sciences, and is projected to see significant market growth. However, the current challenges in its downstream processing, particularly in terms of cost and efficiency, highlight the need for innovative solutions. Our study delves into using ionic liquids (ILs) as a potential alternative, aiming to address these critical separation challenges more sustainably and efficiently.In this study, we utilized molecular dynamics (MD) simulations and the COSMO-SAC to examine 1,3-propanediol (1,3-PDO) extraction using four imidazolium-based ionic liquids with 1-butyl-3-methylimidazolium [Bmim] cation and with different anions bis(pentafluoroethanesulfonyl)imide [NPF2]-, bis(trifluoromethylsulfonyl)imide [NTF2]-, thiocyanate [SCN]-, and trifluoromethanesulfonate [TFO]-. Molecular dynamics simulations, incorporating analysis of radial distribution functions (RDF) and spatial distribution functions (SDF), revealed that [Bmim][SCN] and [Bmim][TFO] exhibit enhanced interactions with 1,3-PDO. Notably, [Bmim][SCN] formed the most hydrogen bonds, averaging 1.639 per molecule, due to its coordinating [SCN]- anion. This was in contrast to the fewer hydrogen bonds formed by non-coordinating anions in [Bmim][NPF2] and [Bmim][NTF2]. In ternary systems, [Bmim][SCN] and [Bmim][TFO] demonstrated superior selectivity for 1,3-PDO extraction compared to the other ionic liquids, with selectivity values around 29. These findings, supported by COSMO-SAC predictive modeling, highlight the potential of [Bmim][SCN] as a promising candidate for 1,3-PDO extraction, emphasizing the importance of anion selection in optimizing ionic liquid properties for this application. MethodsIn our study, we employed MD simulations, incorporating the OPLS-AA force field, and COSMO-SAC to investigate the extraction of 1,3-PDO using imidazolium-based ionic liquids: [Bmim][NTF2], [Bmim][NPF2], [Bmim][SCN], and [Bmim][TFO]. The MD simulations were conducted using LAMMPS software, focusing on elucidating the RDF, SDF, and hydrogen bonding. Analysis of the distribution coefficient (beta) and selectivity (S) for the ternary mixture was also conducted. These aspects of the simulation were analyzed using TRAVIS and VMD software. Additionally, the COSMO-SAC model was employed to determine the activity coefficients of 1,3-PDO in the ionic liquids, with molecular optimization conducted using Gaussian16 and sigma profile calculations performed using COSMO-SAC.
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页数:20
相关论文
共 101 条
[1]   A novel downstream process for 1,3-propanediol from glycerol-based fermentation [J].
Anand, Pinki ;
Saxena, Rajendra Kumar ;
Marwah, Ruchi G. .
APPLIED MICROBIOLOGY AND BIOTECHNOLOGY, 2011, 90 (04) :1267-1276
[2]   COSMO-RS-Based Screening of Ionic Liquids as Green Solvents in Denitrification Studies [J].
Anantharaj, R. ;
Banerjee, Tamal .
INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH, 2010, 49 (18) :8705-8725
[3]   Separation of bio-products by liquid-liquid extraction [J].
Antony, Fiona Mary ;
Pal, Dharm ;
Wasewar, Kailas .
PHYSICAL SCIENCES REVIEWS, 2021, 6 (04) :1-21
[4]   In situ recovery of 2,3-butanediol from fermentation by liquid-liquid extraction [J].
Anvari, Masumeh ;
Khayati, Gholam .
JOURNAL OF INDUSTRIAL MICROBIOLOGY & BIOTECHNOLOGY, 2009, 36 (02) :313-317
[5]  
Baniel AM, 2006, U.S. patent, Patent No. [7,056,439, 7056439]
[6]   Evaluation of solid phase extraction for downstream separation of propane-1,3-diol and butan-1-ol from fermentation broth [J].
Barski, Piotr ;
Kowalczyk, Janusz ;
Lindstaedt, Agnieszka ;
Puzewicz-Barska, Joanna ;
Witt, Dariusz .
PROCESS BIOCHEMISTRY, 2012, 47 (06) :1005-1010
[7]   DENSITY-FUNCTIONAL THERMOCHEMISTRY .3. THE ROLE OF EXACT EXCHANGE [J].
BECKE, AD .
JOURNAL OF CHEMICAL PHYSICS, 1993, 98 (07) :5648-5652
[8]   A Benchmark Open-Source Implementation of COSMO-SAC [J].
Bell, Ian H. ;
Mickoleit, Erik ;
Hsieh, Chieh-Ming ;
Lin, Shiang-Tai ;
Vrabec, Jadran ;
Breitkopf, Cornelia ;
Jaeger, Andreas .
JOURNAL OF CHEMICAL THEORY AND COMPUTATION, 2020, 16 (04) :2635-2646
[9]   Liquid-liquid equilibria and COSMO-SAC modeling of organic solvent/ionic liquid - hydroxyacetone - water mixtures [J].
Bharti, Anand ;
Verma, Rupesh ;
Prerna ;
Namdeo, Sarvesh ;
Malviya, Abhigyan ;
Banerjee, Tamal ;
Sandler, Stanley I. .
FLUID PHASE EQUILIBRIA, 2018, 462 :73-84
[10]   Application of Sulfonated Carbon-Based Catalyst for Reactive Extraction of 1,3-Propanediol from Model Fermentation Mixture [J].
Boonoun, Panatpong ;
Laosiripojana, Navadol ;
Muangnapoh, Chirakarn ;
Jongsomjit, Bunjerd ;
Panpranot, Joongjai ;
Mekasuwandumrong, Okorn ;
Shotipruk, Artiwan .
INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH, 2010, 49 (24) :12352-12357