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Equation of state modeling and force field-based molecular dynamics simulations of supercritical polyethylene + hexane + ethylene systems. J Mol Graph Model 2020; 100:107709. [PMID: 32866779 DOI: 10.1016/j.jmgm.2020.107709] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2020] [Revised: 07/04/2020] [Accepted: 07/26/2020] [Indexed: 11/24/2022]
Abstract
The understanding of polymer solution thermodynamics and characterization of pressure effects on fundamental polymer physics of macromolecular systems is significant in the manufacturing of polyolefins. Consequently, numerous experimental and theoretical efforts have been made towards understanding phase behavior of polymer solutions at elevated pressures. Despite this progress, only limited efforts are directed towards understanding the underlying phenomena behind the influence of high pressure upon the thermophysical properties of ternary polymer solutions at a molecular level. The present paper, therefore, reports on the influence of supercritical ethylene on the density of PE + hydrocarbon solvent system by exploring ternary mixtures of PE + hexane + ethylene for ethylene concentrations up to 10 wt% at varied temperatures and in a pressure range from 100 to 1000 bar via fully-atomistic molecular dynamics (MD) simulations. Additionally, the modified Sanchez-Lacombe equation of state (EOS) model is iteratively solved to capture the pressure, concentration, and temperature dependence of ternary PE solution density. It is shown that the small amounts of ethylene dissolved in the liquid mixtures of PE + hexane significantly decreases the polymer solution density. The presence of unreacted monomer in the solution polymerization process utilized in PE manufacturing was found to substantially lower the PE solution density particularly at the lower end of the investigated pressure range. This noteworthy reduction in mixture density as a consequence impacts design and operation of the liquid-liquid phase separator in manufacturing of PE via solution polymerization. Another key point to bear in mind is that the mixture density exhibits fairly less sensitivity to ethylene amount as external pressure raises. Nevertheless, pressure, solvent composition, and temperature dependence of density display less sensitivity as pressure increases. In relation to the characterization of the impact of addition of ethylene an atomistic-level insight is provided, which proves to be of great value in revealing intermolecular interactions in the binary subsystems of polymer/solvent/monomer. The MD computations are shown to be in excellent agreement with the theoretical EOS model, confirming the validity of the proposed methodology. Furthermore, the adopted OPLS-AA has been found a reliable atomistic force field, which provides detailed molecular information on the thermophysical properties of polyolefin in hydrocarbon solutions. Ultimately, it is demonstrated that the MD simulations complement parametric EOS predictions and costly experimental approaches.
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Benigar E, Zupančič Valant A, Dogsa I, Sretenovic S, Stopar D, Jamnik A, Tomšič M. Structure and Dynamics of a Model Polymer Mixture Mimicking a Levan-Based Bacterial Biofilm of Bacillus subtilis. LANGMUIR : THE ACS JOURNAL OF SURFACES AND COLLOIDS 2016; 32:8182-8194. [PMID: 27438223 DOI: 10.1021/acs.langmuir.6b02041] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/06/2023]
Abstract
In this paper, we report on the structure and dynamics of biologically important model polymer mixtures that mimic the extracellular polymeric matrix in native biofilm of Bacillus subtilis. This biofilm is rich in nonionic polysaccharide levan, but also contains other biopolymers such as DNA and proteins in small concentrations. Aiming to identify the contribution of each component to the formation of the biofilm, our investigations encompassed dynamic rheology, small-angle X-ray scattering, dynamic light scattering, microscopy, densitometry, and sound velocity measurements. As it turned out, this very powerful combination of techniques is able to provide solid results on the dynamical and structural aspects of the microbiologically and chemically complex biofilm formations. Macroscopic rheological measurements revealed that the addition of DNA to levan solution increased the viscosity, pseudoplasticity, and elasticity of the system. The addition of protein contributed similarly, but also increased the rigidity of the system. This confirms that the presence of minor biofilm components is essential for biofilm formation. DNA and proteins appear to confine levan molecules within their supramolecular structure and, in this way, restrict the role of levan to merely a filling agent. These findings were complemented by small-angle X-ray scattering data, which provided insight into the structure on a molecular scale. One of the essential goals of this work was to compare the structural properties of the native biofilm and synthetic biofilm mixture.
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Affiliation(s)
- Elizabeta Benigar
- Faculty of Chemistry and Chemical Technology and Biotechnical Faculty, University of Ljubljana , Večna pot 113, SI-1000 Ljubljana, Slovenia
| | - Andreja Zupančič Valant
- Faculty of Chemistry and Chemical Technology and Biotechnical Faculty, University of Ljubljana , Večna pot 113, SI-1000 Ljubljana, Slovenia
| | - Iztok Dogsa
- Biotechnical Faculty, University of Ljubljana , Večna pot 111, SI-1000, Ljubljana, Slovenia
| | - Simon Sretenovic
- Biotechnical Faculty, University of Ljubljana , Večna pot 111, SI-1000, Ljubljana, Slovenia
| | - David Stopar
- Biotechnical Faculty, University of Ljubljana , Večna pot 111, SI-1000, Ljubljana, Slovenia
| | - Andrej Jamnik
- Faculty of Chemistry and Chemical Technology and Biotechnical Faculty, University of Ljubljana , Večna pot 113, SI-1000 Ljubljana, Slovenia
| | - Matija Tomšič
- Faculty of Chemistry and Chemical Technology and Biotechnical Faculty, University of Ljubljana , Večna pot 113, SI-1000 Ljubljana, Slovenia
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Burakowski A, Gliński J. Hydration numbers of nonelectrolytes from acoustic methods. Chem Rev 2011; 112:2059-81. [PMID: 22148760 DOI: 10.1021/cr2000948] [Citation(s) in RCA: 53] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- Andrzej Burakowski
- Faculty of Chemistry, University of Wrocław, F. Joliot-Curie 14, 50-383 Wrocław, Poland.
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Swain SK, Prusty G, Das R. Sonochemical Compatibility of Polyvinyl Alcohol/Polyacrylic Acid Blend in Aqueous Solution. J MACROMOL SCI B 2011. [DOI: 10.1080/00222348.2011.609782] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
Affiliation(s)
- Sarat K. Swain
- a Department of Chemistry , North Orissa University , Takatpur , Baripada , India
| | - Gyanaranjan Prusty
- a Department of Chemistry , North Orissa University , Takatpur , Baripada , India
| | - Rashmita Das
- a Department of Chemistry , North Orissa University , Takatpur , Baripada , India
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Lesemann M, Nathan H, DiNoia TP, Kirby CF, McHugh MA, van Zanten JH, Paulaitis ME. Self-Assembly at High Pressures: SANS Study of the Effect of Pressure on Microstructure of C8E5 Micelles in Water. Ind Eng Chem Res 2003. [DOI: 10.1021/ie0302387] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- M. Lesemann
- Department of Chemical Engineering, The Johns Hopkins University, Baltimore, Maryland 21218
| | - H. Nathan
- Department of Chemical Engineering, The Johns Hopkins University, Baltimore, Maryland 21218
| | - T. P. DiNoia
- Department of Chemical Engineering, The Johns Hopkins University, Baltimore, Maryland 21218
| | - C. F. Kirby
- Department of Chemical Engineering, The Johns Hopkins University, Baltimore, Maryland 21218
| | - M. A. McHugh
- Department of Chemical Engineering, The Johns Hopkins University, Baltimore, Maryland 21218
| | - J. H. van Zanten
- Department of Chemical Engineering, The Johns Hopkins University, Baltimore, Maryland 21218
| | - M. E. Paulaitis
- Department of Chemical Engineering, The Johns Hopkins University, Baltimore, Maryland 21218
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Sahoo PK, Mohapatra R, Sahoo A, Swain SK. Ultrasonic and viscometric investigations of a poly(vinyl alcohol)-dextran mixture in aqueous solution. J Appl Polym Sci 2003. [DOI: 10.1002/app.12158] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
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Cavin L, Meyer T, Renken A. On-Line Conversion Monitoring Through Ultrasound Velocity Measurements in Bulk Styrene Polymerization in a Recycle Reactor. Part I: Experimental Validation. ACTA ACUST UNITED AC 2000. [DOI: 10.1080/10543414.2000.10744551] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
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Cook RL, King HE, Peiffer DG. Pressure-induced crossover from good to poor solvent behavior for polyethylene oxide in water. PHYSICAL REVIEW LETTERS 1992; 69:3072-3075. [PMID: 10046718 DOI: 10.1103/physrevlett.69.3072] [Citation(s) in RCA: 48] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/23/2023]
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The effect of molecular weight on adiabatic compressibility and solvation number of polymer solutions. Eur Polym J 1990. [DOI: 10.1016/0014-3057(90)90048-9] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
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Roy-Chowdhury P. Adiabatic Compressibility and Apparent Molal Volume of Ionic Monomers, Polymers, and Copolymers in Aqueous and Nonaqueous Solutions. ACTA ACUST UNITED AC 1987. [DOI: 10.1080/07366578708081916] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
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Bagchi S, Nema S, Singh R. Ultrasonic and viscometric investigation of ISRO polyol in various solvents and its compatibility with polypropylene glycol. Eur Polym J 1986. [DOI: 10.1016/0014-3057(86)90029-7] [Citation(s) in RCA: 34] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
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Makogon B, Bondarenko T. The hydration of polyethylene oxide and polyacrylamide in solution. ACTA ACUST UNITED AC 1985. [DOI: 10.1016/0032-3950(85)90246-1] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/01/2022]
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Kamide K, Saito M. Effect of total degree of substitution on molecular parameters of cellulose acetate. Eur Polym J 1984. [DOI: 10.1016/0014-3057(84)90172-1] [Citation(s) in RCA: 24] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
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Ultrasonic investigations of linear and star shaped polybutadiene polymers in solutions of cyclohexane, hexane and ethylbenzene. POLYMER 1982. [DOI: 10.1016/0032-3861(82)90337-8] [Citation(s) in RCA: 21] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
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Majumdar S, Holay S, Singh R. Adiabatic compressibility and solvation of drag reducing polymers in aqueous solutions. Eur Polym J 1980. [DOI: 10.1016/0014-3057(80)90026-9] [Citation(s) in RCA: 17] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
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Bell W, Pethrick R. Adiabatic compressibility of polymer solutions-IV polypropyleneoxide in polar and non-polar solvents. Eur Polym J 1975. [DOI: 10.1016/0014-3057(75)90036-1] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
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Adiabatic compressibility of polymer solutions—III. Poly-2,6-dimethyl-1,4-phenyleneoxide in toluene and butanol-toluene mixtures. Eur Polym J 1974. [DOI: 10.1016/0014-3057(74)90029-9] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
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Pethrick R, Wilson A. Adiabatic compressibility of polymer solutions—II. Polystyrene in toluene. Eur Polym J 1973. [DOI: 10.1016/0014-3057(73)90139-0] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
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