1
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Rehner P, Bauer G, Gross J. FeO s: An Open-Source Framework for Equations of State and Classical Density Functional Theory. Ind Eng Chem Res 2023. [DOI: 10.1021/acs.iecr.2c04561] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/11/2023]
Affiliation(s)
- Philipp Rehner
- Energy and Process Systems Engineering, Department of Mechanical and Process Engineering, ETH Zurich, Tannenstrasse 3, Zurich 8092, Switzerland
| | - Gernot Bauer
- Institute of Thermodynamics and Thermal Process Engineering, University of Stuttgart, Pfaffenwaldring 9, Stuttgart 70569, Germany
| | - Joachim Gross
- Institute of Thermodynamics and Thermal Process Engineering, University of Stuttgart, Pfaffenwaldring 9, Stuttgart 70569, Germany
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2
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Jäger A, Steinberg L, Mickoleit E, Thol M. Residual Entropy Scaling for Long-Chain Linear Alkanes and Isomers of Alkanes. Ind Eng Chem Res 2023. [DOI: 10.1021/acs.iecr.2c04238] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/19/2023]
Affiliation(s)
- A. Jäger
- Institute of Power Engineering, Faculty of Mechanical Science and Engineering, Technische Universität Dresden, Helmholtzstraße 14, 01069 Dresden, Germany
| | - L. Steinberg
- Thermodynamics, Ruhr University Bochum, 44780 Bochum, Germany
| | - E. Mickoleit
- Institute of Power Engineering, Faculty of Mechanical Science and Engineering, Technische Universität Dresden, Helmholtzstraße 14, 01069 Dresden, Germany
| | - M. Thol
- Thermodynamics, Ruhr University Bochum, 44780 Bochum, Germany
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3
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Nikitiuk B, Salikova D, Kondratyuk N, Pisarev V. Pair entropy and universal viscosity scaling for molecular systems via molecular dynamics simulations. J Mol Liq 2022. [DOI: 10.1016/j.molliq.2022.120714] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
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4
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Crossover Residual Entropy Scaling of the Viscosity and Thermal Conductivity of Carbon Dioxide. J Mol Liq 2022. [DOI: 10.1016/j.molliq.2022.120799] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
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5
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Dehlouz A, Jaubert JN, Galliero G, Bonnissel M, Privat R. Entropy Scaling-Based Correlation for Estimating the Self-Diffusion Coefficients of Pure Fluids. Ind Eng Chem Res 2022. [DOI: 10.1021/acs.iecr.2c01086] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- Aghilas Dehlouz
- Université de Lorraine, École Nationale Supérieure des Industries Chimiques, Laboratoire Réactions et Génie des Procédés (UMR CNRS 7274), 1 rue Grandville, 54000 Nancy, France
- Gaztransport & Technigaz (GTT), 1 route de Versailles, 78470 Saint-Rémy-lès-Chevreuse, France
| | - Jean-Noël Jaubert
- Université de Lorraine, École Nationale Supérieure des Industries Chimiques, Laboratoire Réactions et Génie des Procédés (UMR CNRS 7274), 1 rue Grandville, 54000 Nancy, France
| | - Guillaume Galliero
- Université de Pau et des Pays de l’Adour, E2S UPPA, CNRS TotalEnergies, LFCR UMR 5150, 64013 Pau, France
| | - Marc Bonnissel
- Gaztransport & Technigaz (GTT), 1 route de Versailles, 78470 Saint-Rémy-lès-Chevreuse, France
| | - Romain Privat
- Université de Lorraine, École Nationale Supérieure des Industries Chimiques, Laboratoire Réactions et Génie des Procédés (UMR CNRS 7274), 1 rue Grandville, 54000 Nancy, France
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6
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de Hemptinne JC, Kontogeorgis GM, Dohrn R, Economou IG, ten Kate A, Kuitunen S, Fele Žilnik L, De Angelis MG, Vesovic V. A View on the Future of Applied Thermodynamics. Ind Eng Chem Res 2022. [DOI: 10.1021/acs.iecr.2c01906] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
| | - Georgios M. Kontogeorgis
- Center for Energy Resources Engineering (CERE), Department of Chemical and Biochemical Engineering, Technical University of Denmark, Lyngby DK-2800, Denmark
| | - Ralf Dohrn
- Bayer AG, Process Technologies, Building E41, Leverkusen 51368, Germany
| | - Ioannis G. Economou
- Chemical Engineering Program, Texas A&M University at Qatar, Doha P.O. Box 23874, Qatar
| | | | - Susanna Kuitunen
- Neste Engineering Solutions Oy, P.O. Box 310, Porvoo FI-06101, Finland
| | - Ljudmila Fele Žilnik
- Department of Catalysis and Chemical Reaction Engineering, National Institute of Chemistry, Hajdrihova 19, Ljubljana 1001, Slovenia
| | - Maria Grazia De Angelis
- Institute for Materials and Processes, School of Engineering, University of Edinburgh, Sanderson Building, Edinburgh EH9 3FB, UK
- Department of Civil, Chemical, Environmental and Materials Engineering University of Bologna, Bologna 40131 Italy
| | - Velisa Vesovic
- Department of Earth Science and Engineering, Imperial College London, South Kensington Campus, London SW7 2AZ, United Kingdom
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7
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Li X, Kang K, Gu Y, Wang X. Viscosity prediction of pure refrigerants applying the residual entropy scaling theory coupled with a “Generalized Chart” parametrization method for the Statistical Associating Fluid Theory. J Mol Liq 2022. [DOI: 10.1016/j.molliq.2022.120479] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/14/2022]
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8
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Transport Properties of Binary Lennard-Jones Mixtures: Insights from Entropy Scaling and Conformal Solution Theory. J Mol Liq 2022. [DOI: 10.1016/j.molliq.2022.120401] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
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9
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Kang K, Gu Y, Wang X. Assessment and development of the viscosity prediction capabilities of entropy scaling method coupled with a modified binary interaction parameter estimation model for refrigerant blends. J Mol Liq 2022. [DOI: 10.1016/j.molliq.2022.119184] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
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10
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Li N, Wang XH, Gao N, Chen GM. Simple Direct Relationship between Scaled Viscosity and a Dimensionless Calorimetric Parameter for Saturated Liquids. Ind Eng Chem Res 2022. [DOI: 10.1021/acs.iecr.1c03508] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Affiliation(s)
- N. Li
- Ningbo Research Institute, Zhejiang University, Ningbo 315100, China
- NingboTech University, Ningbo 315100, China
| | - X. H. Wang
- Fluids and Thermal Engineering Research Group, Faculty of Engineering, University of Nottingham, Nottingham NG7 2RD, United Kingdom
| | - N. Gao
- NingboTech University, Ningbo 315100, China
| | - G. M. Chen
- Ningbo Research Institute, Zhejiang University, Ningbo 315100, China
- NingboTech University, Ningbo 315100, China
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11
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Cea-Klapp E, Garrido JM, Quinteros-Lama H. Insights into the orientation and hydrogen bond influence on thermophysical and transport properties in choline-based deep eutectic solvents and methanol. J Mol Liq 2022. [DOI: 10.1016/j.molliq.2021.117019] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
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12
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Molecular simulation of the viscosity of asymmetric dense mixtures. J Mol Liq 2022. [DOI: 10.1016/j.molliq.2021.117052] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
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13
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Malatesta WA, Yang B. Aviation Turbine Fuel Thermal Conductivity: A Predictive Approach Using Entropy Scaling-Guided Machine Learning with Experimental Validation. ACS OMEGA 2021; 6:28579-28586. [PMID: 34746553 PMCID: PMC8567267 DOI: 10.1021/acsomega.1c02934] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/04/2021] [Accepted: 10/06/2021] [Indexed: 05/17/2023]
Abstract
Although typical aircraft fuel thermal management analysis relies upon temperature-dependent thermodynamic and transport properties of aviation turbine fuel, the variation in properties associated with compositional variation in fuels and the subsequent impacts on system performance are not well established. With this in mind, the present work aimed to develop a predictive model of aviation turbine fuel thermal conductivity which utilized only compositional (hydrocarbon) and state (temperature and pressure) inputs and had errors within the bounds of typical uncertainty of the associated test data (3%). A novel modeling approach was developed to predict thermal conductivity using pseudo-component entropy scaling techniques with a machine learning-developed intermediate step in the overall model. Simple hyper-parameter optimization techniques were developed to promote model stability, computational efficiency, and long-term repeatability of the novel architecture. Validation data were gathered which included four fuel samples (3 JP-5 and 1 F-24), which underwent two-dimensional gas chromatography compositional testing and temperature-dependent density, viscosity, thermal conductivity, and specific heat testing. Model performance on the validation data set assembled from the literature data and present efforts showed an average deviation of 1% and an absolute average deviation of 2.5%. Model outputs outside the validation range are well-behaved and are expected to perform well on a large range of liquid hydrocarbon mixtures with the overall process expected to be well suited to prediction of other properties.
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Affiliation(s)
- William Anthony Malatesta
- Propulsion
and Power Department, Naval Air Systems
Command, 48298 Shaw Rd, Bldg 1461, Patuxent River, Maryland 20670, United States
| | - Bao Yang
- Center for
Environmental Energy Engineering, Department of Mechanical Engineering, University of Maryland, College Park, Maryland 20742, United States
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14
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Cardona LF, Forero LA, Velásquez JA. Extension of a Group Contribution Method to Predict Viscosity Based on Momentum Transport Theory Using a Modified Peng–Robinson EoS. Ind Eng Chem Res 2021. [DOI: 10.1021/acs.iecr.1c02146] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- Luis F. Cardona
- Pulp and Paper Research Group, Faculty of Chemical Engineering, Universidad Pontificia Bolivariana, A.A. 56006, Medellín 050031, Antioquia, Colombia
- Departamento de Ciencias Básicas, Universidad Católica Luis Amigó, Transversal 51A No. 67B-90, Medellín 050031, Colombia
| | - Luis A. Forero
- Pulp and Paper Research Group, Faculty of Chemical Engineering, Universidad Pontificia Bolivariana, A.A. 56006, Medellín 050031, Antioquia, Colombia
| | - Jorge A. Velásquez
- Pulp and Paper Research Group, Faculty of Chemical Engineering, Universidad Pontificia Bolivariana, A.A. 56006, Medellín 050031, Antioquia, Colombia
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15
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Stierle R, Gross J. Hydrodynamic density functional theory for mixtures from a variational principle and its application to droplet coalescence. J Chem Phys 2021; 155:134101. [PMID: 34624998 DOI: 10.1063/5.0060088] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2023] Open
Abstract
Dynamic density functional theory (DDFT) allows the description of microscopic dynamical processes on the molecular scale extending classical DFT to non-equilibrium situations. Since DDFT and DFT use the same Helmholtz energy functionals, both predict the same density profiles in thermodynamic equilibrium. We propose a molecular DDFT model, in this work also referred to as hydrodynamic DFT, for mixtures based on a variational principle that accounts for viscous forces as well as diffusive molecular transport via the generalized Maxwell-Stefan diffusion. Our work identifies a suitable expression for driving forces for molecular diffusion of inhomogeneous systems. These driving forces contain a contribution due to the interfacial tension. The hydrodynamic DFT model simplifies to the isothermal multicomponent Navier-Stokes equation in continuum situations when Helmholtz energies can be used instead of Helmholtz energy functionals, closing the gap between micro- and macroscopic scales. We show that the hydrodynamic DFT model, although not formulated in conservative form, globally satisfies the first and second law of thermodynamics. Shear viscosities and Maxwell-Stefan diffusion coefficients are predicted using an entropy scaling approach. As an example, we apply the hydrodynamic DFT model with a Helmholtz energy density functional based on the perturbed-chain statistical associating fluid theory equation of state to droplet and bubble coalescence in one dimension and analyze the influence of additional components on coalescence phenomena.
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Affiliation(s)
- Rolf Stierle
- Institute of Thermodynamics and Thermal Process Engineering, University of Stuttgart, Pfaffenwaldring 9, 70569 Stuttgart, Germany
| | - Joachim Gross
- Institute of Thermodynamics and Thermal Process Engineering, University of Stuttgart, Pfaffenwaldring 9, 70569 Stuttgart, Germany
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16
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Dehlouz A, Privat R, Galliero G, Bonnissel M, Jaubert JN. Revisiting the Entropy-Scaling Concept for Shear-Viscosity Estimation from Cubic and SAFT Equations of State: Application to Pure Fluids in Gas, Liquid and Supercritical States. Ind Eng Chem Res 2021. [DOI: 10.1021/acs.iecr.1c01386] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Affiliation(s)
- Aghilas Dehlouz
- École Nationale Supérieure des Industries Chimiques, Laboratoire Réactions et Génie des Procédés (UMR CNRS 7274), Université de Lorraine, 1 rue Grandville, 54000 Nancy, France
- Gaztransport & Technigaz (GTT), 1 route de Versailles, 78470 Saint-Rémy-lès-Chevreuse, France
| | - Romain Privat
- École Nationale Supérieure des Industries Chimiques, Laboratoire Réactions et Génie des Procédés (UMR CNRS 7274), Université de Lorraine, 1 rue Grandville, 54000 Nancy, France
| | - Guillaume Galliero
- E2S UPPA, CNRS Total Energies, LFCR UMR 5150, Université de Pau et des Pays de l’Adour 64000 Pau, France
| | - Marc Bonnissel
- Gaztransport & Technigaz (GTT), 1 route de Versailles, 78470 Saint-Rémy-lès-Chevreuse, France
| | - Jean-Noël Jaubert
- École Nationale Supérieure des Industries Chimiques, Laboratoire Réactions et Génie des Procédés (UMR CNRS 7274), Université de Lorraine, 1 rue Grandville, 54000 Nancy, France
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17
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Gonçalves CIS, Silva GM, Ndiaye PM, Tavares FW. Helmholtz Scaling: An Alternative Approach to Calculate Viscosity with the PCP-SAFT Equation of State. Ind Eng Chem Res 2021. [DOI: 10.1021/acs.iecr.1c00837] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- Cliff I. S. Gonçalves
- Programa de Engenharia Química—COPPE, Universidade Federal do Rio de Janeiro, C.P. 68542 Rio de Janeiro, Brazil
| | - Gabriel M. Silva
- Escola de Química, Universidade Federal do Rio de Janeiro, C.P. 68542 Rio de Janeiro, Brazil
| | - Papa M. Ndiaye
- Programa de Engenharia Química—COPPE, Universidade Federal do Rio de Janeiro, C.P. 68542 Rio de Janeiro, Brazil
- Escola de Química, Universidade Federal do Rio de Janeiro, C.P. 68542 Rio de Janeiro, Brazil
| | - Frederico W. Tavares
- Programa de Engenharia Química—COPPE, Universidade Federal do Rio de Janeiro, C.P. 68542 Rio de Janeiro, Brazil
- Escola de Química, Universidade Federal do Rio de Janeiro, C.P. 68542 Rio de Janeiro, Brazil
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18
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Nikolaidis IK, Privat R, Jaubert JN, Economou IG. Assessment of the Perturbed Chain-Statistical Associating Fluid Theory Equation of State against a Benchmark Database of High-Quality Binary-System Data. Ind Eng Chem Res 2021. [DOI: 10.1021/acs.iecr.1c01234] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Affiliation(s)
- Ilias K. Nikolaidis
- National Center for Scientific Research “Demokritos”, Molecular Thermodynamics and Modelling of Materials Laboratory, Institute of Nanoscience and Nanotechnology, GR 153 10 Aghia Paraskevi Attikis, Greece
| | - Romain Privat
- École Nationale Supérieure des Industries Chimiques, Laboratoire Réactions et Génie des Procédés (UMR CNRS 7274), Université de Lorraine, 1 rue Grandville, 54000 Nancy, France
| | - Jean-Noël Jaubert
- École Nationale Supérieure des Industries Chimiques, Laboratoire Réactions et Génie des Procédés (UMR CNRS 7274), Université de Lorraine, 1 rue Grandville, 54000 Nancy, France
| | - Ioannis G. Economou
- National Center for Scientific Research “Demokritos”, Molecular Thermodynamics and Modelling of Materials Laboratory, Institute of Nanoscience and Nanotechnology, GR 153 10 Aghia Paraskevi Attikis, Greece
- Chemical Engineering Program, Texas A&M University at Qatar, Education City, 23874 Doha, Qatar
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19
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Zmpitas J, Gross J. Modified Stokes–Einstein Equation for Molecular Self-Diffusion Based on Entropy Scaling. Ind Eng Chem Res 2021. [DOI: 10.1021/acs.iecr.0c06090] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Affiliation(s)
- Julia Zmpitas
- Institute of Thermodynamics and Thermal Process Engineering, University of Stuttgart, Pfaffenwaldring 9, 70569 Stuttgart, Germany
| | - Joachim Gross
- Institute of Thermodynamics and Thermal Process Engineering, University of Stuttgart, Pfaffenwaldring 9, 70569 Stuttgart, Germany
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20
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Mairhofer J. A Residual Entropy Scaling Approach for Viscosity Based on the GERG-2008 Equation of State. Ind Eng Chem Res 2021. [DOI: 10.1021/acs.iecr.0c04938] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
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21
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Fouad WA, Alasiri H. Molecular dynamic simulation and SAFT modeling of the viscosity and self-diffusion coefficient of low global warming potential refrigerants. J Mol Liq 2020. [DOI: 10.1016/j.molliq.2020.113998] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
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22
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Bell IH. Entropy Scaling of Viscosity - II: Predictive Scheme for Normal Alkanes. JOURNAL OF CHEMICAL AND ENGINEERING DATA 2020; 65:10.1021/acs.jced.0c00749. [PMID: 34121765 PMCID: PMC8191377 DOI: 10.1021/acs.jced.0c00749] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/12/2023]
Abstract
In this work, a residual entropy value 6/10 of the way between the critical point and a value of -2/3 of Boltzmann's constant is shown to collapse the scaled viscosity for the family of normal alkanes. Based on this approach, a nearly universal correlation is proposed that can reproduce 95% of the experimental data for normal alkanes within ±18% (without removal of clearly erroneous data). This universal correlation has no new fluid-specific empirical parameters and is based on experimentally accessible values. This collapse is shown to be valid to a residual entropy half way between the critical point and the triple point, beyond which the macroscopically-scaled viscosity has a super-exponential dependence on residual entropy, terminating at the triple point. A key outcome of this study is a better understanding of entropy scaling for fluids with intramolecular degrees of freedom. A study of the transport and thermodynamic properties at the triple point rounds out the analysis.
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Affiliation(s)
- Ian H Bell
- Applied Chemicals and Materials Division, National Institute of Standards and Technology, Boulder, CO 80305
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23
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Binti Mohd Taib M, Trusler JPM. Residual entropy model for predicting the viscosities of dense fluid mixtures. J Chem Phys 2020; 152:164104. [PMID: 32357798 DOI: 10.1063/5.0002242] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
Abstract
In this work, we have investigated the mono-variant relationship between the reduced viscosity and residual entropy in pure fluids and in binary mixtures of hydrocarbons and hydrocarbons with dissolved carbon dioxide. The mixtures considered were octane + dodecane, decane + carbon dioxide, and 1,3-dimethylbenzene (m-xylene) + carbon dioxide. The reduced viscosity was calculated according to the definition of Bell, while the residual entropy was calculated from accurate multi-parameter Helmholtz-energy equations of state and, for mixtures, the multi-fluid Helmholtz energy approximation. The mono-variant dependence of reduced viscosity upon residual molar entropy was observed for the pure fluids investigated, and by incorporating two scaling factors (one for reduced viscosity and the other for residual molar entropy), the data were represented by a single universal curve. To apply this method to mixtures, the scaling factors were determined from a mole-fraction weighted sum of the pure-component values. This simple model was found to work well for the systems investigated. The average absolute relative deviation (AARD) was observed to be between 1% and 2% for pure components and a mixture of similar hydrocarbons. Larger deviations, with AARDs of up to 15%, were observed for the asymmetric mixtures, but this compares favorably with other methods for predicting the viscosity of such systems. We conclude that the residual-entropy concept can be used to estimate the viscosity of mixtures of similar molecules with high reliability and that it offers a useful engineering approximation even for asymmetric mixtures.
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Affiliation(s)
- Malyanah Binti Mohd Taib
- Department of Chemical Engineering, Imperial College London, South Kensington Campus, London SW7 2AZ, United Kingdom
| | - J P Martin Trusler
- Department of Chemical Engineering, Imperial College London, South Kensington Campus, London SW7 2AZ, United Kingdom
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24
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Fischer M, Bauer G, Gross J. Transferable Anisotropic United-Atom Mie (TAMie) Force Field: Transport Properties from Equilibrium Molecular Dynamic Simulations. Ind Eng Chem Res 2020. [DOI: 10.1021/acs.iecr.0c00848] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- Matthias Fischer
- Institute of Thermodynamics and Thermal Process Engineering, University of Stuttgart, Pfaffenwaldring 9, 70569 Stuttgart, Germany
| | - Gernot Bauer
- Institute of Thermodynamics and Thermal Process Engineering, University of Stuttgart, Pfaffenwaldring 9, 70569 Stuttgart, Germany
| | - Joachim Gross
- Institute of Thermodynamics and Thermal Process Engineering, University of Stuttgart, Pfaffenwaldring 9, 70569 Stuttgart, Germany
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25
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Rondina GG, Böhm MC, Müller-Plathe F. Predicting the Mobility Increase of Coarse-Grained Polymer Models from Excess Entropy Differences. J Chem Theory Comput 2020; 16:1431-1447. [DOI: 10.1021/acs.jctc.9b01088] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Affiliation(s)
- Gustavo G. Rondina
- Eduard-Zintl-Institut für Anorganische und Physikalische Chemie, Technische Universität Darmstadt, Alarich-Weiss-Straße 8, 64287 Darmstadt, Germany
| | - Michael C. Böhm
- Eduard-Zintl-Institut für Anorganische und Physikalische Chemie, Technische Universität Darmstadt, Alarich-Weiss-Straße 8, 64287 Darmstadt, Germany
| | - Florian Müller-Plathe
- Eduard-Zintl-Institut für Anorganische und Physikalische Chemie, Technische Universität Darmstadt, Alarich-Weiss-Straße 8, 64287 Darmstadt, Germany
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26
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Schilling J, Horend C, Bardow A. Integrating superstructure‐based design of molecules, processes, and flowsheets. AIChE J 2020. [DOI: 10.1002/aic.16903] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Affiliation(s)
- Johannes Schilling
- Institute of Technical ThermodynamicsRWTH Aachen University Aachen Germany
| | - Christian Horend
- Institute of Technical ThermodynamicsRWTH Aachen University Aachen Germany
| | - André Bardow
- Institute of Technical ThermodynamicsRWTH Aachen University Aachen Germany
- Institute of Energy and Climate Research – Energy Systems Engineering (IEK‐10)Forschungszentrum Jülich GmbH Jülich Germany
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27
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Bell IH. Entropy Scaling of Viscosity - I: A Case Study of Propane. JOURNAL OF CHEMICAL AND ENGINEERING DATA 2020; 65:10.1021/acs.jced.0c00209. [PMID: 33364635 PMCID: PMC7754705 DOI: 10.1021/acs.jced.0c00209] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/12/2023]
Abstract
In this work, a broadly-applicable and simple approach for building high accuracy viscosity correlations is demonstrated for propane. The approach is based on the combination of a number of recent insights related to the use of residual entropy scaling, especially a new way of scaling the viscosity for consistency with the dilute-gas limit. With three adjustable parameters in the dense phase, the primary viscosity data for propane are predicted with a mean absolute relative deviation of 1.38%, and 95% of the primary data are predicted within a relative error band of less than 5%. The dimensionality of the dense-phase contribution is reduced from the conventional two dimensional approach (temperature and density) to a one-dimensional correlation with residual entropy as the independent variable. The simplicity of the model formulation ensures smooth extrapolation behavior (barring errors in the equation of state itself). The approach proposed here should be applicable to a wide range of chemical species. The supporting information includes the relevant data in tabular form and a Python implementation of the model.
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Affiliation(s)
- Ian H Bell
- Applied Chemicals and Materials Division, National Institute of Standards and Technology, Boulder, CO 80305
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Cardona LF, Forero LA, Velásquez JA. Correlation and Prediction of Thermal Conductivity Using the Redlich–Kwong Cubic Equation of State and the Geometric Similitude Concept for Pure Substances and Mixtures. Ind Eng Chem Res 2019. [DOI: 10.1021/acs.iecr.9b04974] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- Luis F. Cardona
- Pulp and Paper Research Group, Faculty of Chemical Engineering, Universidad Pontificia Bolivariana, A.A. 56006 Medellín, Antioquia, Colombia
| | - Luis A. Forero
- Pulp and Paper Research Group, Faculty of Chemical Engineering, Universidad Pontificia Bolivariana, A.A. 56006 Medellín, Antioquia, Colombia
| | - Jorge A. Velásquez
- Pulp and Paper Research Group, Faculty of Chemical Engineering, Universidad Pontificia Bolivariana, A.A. 56006 Medellín, Antioquia, Colombia
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29
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Hopp M, Gross J. Thermal Conductivity from Entropy Scaling: A Group-Contribution Method. Ind Eng Chem Res 2019. [DOI: 10.1021/acs.iecr.9b04289] [Citation(s) in RCA: 23] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- Madlen Hopp
- Institute of Thermodynamics and Thermal Process Engineering, University of Stuttgart, 70569 Stuttgart, Germany
| | - Joachim Gross
- Institute of Thermodynamics and Thermal Process Engineering, University of Stuttgart, 70569 Stuttgart, Germany
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30
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Hopp M, Mele J, Hellmann R, Gross J. Thermal Conductivity via Entropy Scaling: An Approach That Captures the Effect of Intramolecular Degrees of Freedom. Ind Eng Chem Res 2019. [DOI: 10.1021/acs.iecr.9b03998] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- Madlen Hopp
- Institute of Thermodynamics and Thermal Process Engineering, University of Stuttgart, 70569 Stuttgart, Germany
| | - Julia Mele
- Institute of Thermodynamics and Thermal Process Engineering, University of Stuttgart, 70569 Stuttgart, Germany
| | - Robert Hellmann
- Institute of Chemistry, University of Rostock, 18055 Rostock, Germany
| | - Joachim Gross
- Institute of Thermodynamics and Thermal Process Engineering, University of Stuttgart, 70569 Stuttgart, Germany
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31
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Bell IH, Messerly R, Thol M, Costigliola L, Dyre JC. Modified Entropy Scaling of the Transport Properties of the Lennard-Jones Fluid. J Phys Chem B 2019; 123:6345-6363. [PMID: 31241958 DOI: 10.1021/acs.jpcb.9b05808] [Citation(s) in RCA: 53] [Impact Index Per Article: 10.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Rosenfeld proposed two different scaling approaches to model the transport properties of fluids, separated by 22 years, one valid in the dilute gas, and another in the liquid phase. In this work, we demonstrate that these two limiting cases can be connected through the use of a novel approach to scaling transport properties and a bridging function. This approach, which is empirical and not derived from theory, is used to generate reference correlations for the transport properties of the Lennard-Jones 12-6 fluid of viscosity, thermal conductivity, and self-diffusion. This approach, with a very simple functional form, allows for the reproduction of the most accurate simulation data to within nearly their statistical uncertainty. The correlations are used to confirm that for the Lennard-Jones fluid the appropriately scaled transport properties are nearly monovariate functions of the excess entropy from low-density gases into the supercooled phase and up to extreme temperatures. This study represents the most comprehensive metastudy of the transport properties of the Lennard-Jones fluid to date.
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Affiliation(s)
- Ian H Bell
- Applied Chemicals and Materials Division , National Institute of Standards and Technology , Boulder , Colorado 80305 , United States
| | - Richard Messerly
- Applied Chemicals and Materials Division , National Institute of Standards and Technology , Boulder , Colorado 80305 , United States
| | - Monika Thol
- Thermodynamics , Ruhr-Universität Bochum , Universitätsstraße 150 , 44801 Bochum , Germany
| | - Lorenzo Costigliola
- DNRF Centre "Glass and Time," IMFUFA, Department of Science and Environment , Roskilde University , Postbox 260, DK-4000 Roskilde , Denmark
| | - Jeppe C Dyre
- DNRF Centre "Glass and Time," IMFUFA, Department of Science and Environment , Roskilde University , Postbox 260, DK-4000 Roskilde , Denmark
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32
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Probing the link between residual entropy and viscosity of molecular fluids and model potentials. Proc Natl Acad Sci U S A 2019; 116:4070-4079. [PMID: 30770449 DOI: 10.1073/pnas.1815943116] [Citation(s) in RCA: 33] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Abstract
This work investigates the link between residual entropy and viscosity based on wide-ranging, highly accurate experimental and simulation data. This link was originally postulated by Rosenfeld in 1977 [Rosenfeld Y (1977) Phys Rev A 15:2545-2549], and it is shown that this scaling results in an approximately monovariate relationship between residual entropy and reduced viscosity for a wide range of molecular fluids [argon, methane, [Formula: see text], [Formula: see text], refrigerant R-134a (1,1,1,2-tetrafluoroethane), refrigerant R-125 (pentafluoroethane), methanol, and water] and a range of model potentials (hard sphere, inverse power, Lennard-Jones, and Weeks-Chandler-Andersen). While the proposed "universal" correlation of Rosenfeld is shown to be far from universal, when used with the appropriate density scaling for molecular fluids, the viscosity of nonassociating molecular fluids can be mapped onto the model potentials. This mapping results in a length scale that is proportional to the cube root of experimentally measurable liquid volume values.
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33
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Abstract
This article gives an overview of excess-entropy scaling, the 1977 discovery by Rosenfeld that entropy determines properties of liquids like viscosity, diffusion constant, and heat conductivity. We give examples from computer simulations confirming this intriguing connection between dynamics and thermodynamics, counterexamples, and experimental validations. Recent uses in application-related contexts are reviewed, and theories proposed for the origin of excess-entropy scaling are briefly summarized. It is shown that if two thermodynamic state points of a liquid have the same microscopic dynamics, they must have the same excess entropy. In this case, the potential-energy function exhibits a symmetry termed hidden scale invariance, stating that the ordering of the potential energies of configurations is maintained if these are scaled uniformly to a different density. This property leads to the isomorph theory, which provides a general framework for excess-entropy scaling and illuminates, in particular, why this does not apply rigorously and universally. It remains an open question whether all aspects of excess-entropy scaling and related regularities reflect hidden scale invariance in one form or other.
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Affiliation(s)
- Jeppe C Dyre
- Glass and Time, IMFUFA, Department of Science and Environment, Roskilde University, P.O. Box 260, DK-4000 Roskilde, Denmark
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34
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35
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Hopp M, Mele J, Gross J. Self-Diffusion Coefficients from Entropy Scaling Using the PCP-SAFT Equation of State. Ind Eng Chem Res 2018. [DOI: 10.1021/acs.iecr.8b02406] [Citation(s) in RCA: 33] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- Madlen Hopp
- Institute of Thermodynamics and Thermal Process Engineering, University of Stuttgart, 70569 Stuttgart, Germany
| | - Julia Mele
- Institute of Thermodynamics and Thermal Process Engineering, University of Stuttgart, 70569 Stuttgart, Germany
| | - Joachim Gross
- Institute of Thermodynamics and Thermal Process Engineering, University of Stuttgart, 70569 Stuttgart, Germany
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36
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Vega LF. Perspectives on molecular modeling of supercritical fluids: From equations of state to molecular simulations. Recent advances, remaining challenges and opportunities. J Supercrit Fluids 2018. [DOI: 10.1016/j.supflu.2017.12.025] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
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37
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Modeling adsorption on energetically heterogeneous surfaces with an extended SAFT-VR approach. J Supercrit Fluids 2018. [DOI: 10.1016/j.supflu.2017.07.014] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
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38
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Lötgering-Lin O, Fischer M, Hopp M, Gross J. Pure Substance and Mixture Viscosities Based on Entropy Scaling and an Analytic Equation of State. Ind Eng Chem Res 2018. [DOI: 10.1021/acs.iecr.7b04871] [Citation(s) in RCA: 55] [Impact Index Per Article: 9.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- Oliver Lötgering-Lin
- Institute of Thermodynamics and Thermal Process Engineering, University of Stuttgart, Pfaffenwaldring 9, 70569 Stuttgart, Germany
| | - Matthias Fischer
- Institute of Thermodynamics and Thermal Process Engineering, University of Stuttgart, Pfaffenwaldring 9, 70569 Stuttgart, Germany
| | - Madlen Hopp
- Institute of Thermodynamics and Thermal Process Engineering, University of Stuttgart, Pfaffenwaldring 9, 70569 Stuttgart, Germany
| | - Joachim Gross
- Institute of Thermodynamics and Thermal Process Engineering, University of Stuttgart, Pfaffenwaldring 9, 70569 Stuttgart, Germany
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39
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Transport properties of HFC and HFO based refrigerants using an excess entropy scaling approach. J Supercrit Fluids 2018. [DOI: 10.1016/j.supflu.2017.09.006] [Citation(s) in RCA: 40] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
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40
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Langenbach K. Co-Oriented Fluid Functional Equation for Electrostatic interactions (COFFEE). Chem Eng Sci 2017. [DOI: 10.1016/j.ces.2017.08.025] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
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41
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Cané E, Llovell F, Vega LF. Accurate viscosity predictions of linear polymers from n-alkanes data. J Mol Liq 2017. [DOI: 10.1016/j.molliq.2017.08.033] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
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42
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Hoang H, Delage-Santacreu S, Galliero G. Simultaneous Description of Equilibrium, Interfacial, and Transport Properties of Fluids Using a Mie Chain Coarse-Grained Force Field. Ind Eng Chem Res 2017. [DOI: 10.1021/acs.iecr.7b01397] [Citation(s) in RCA: 33] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Affiliation(s)
- Hai Hoang
- Laboratoire
des Fluides Complexes et Leurs Reservoirs-IPRA, UMR5150, CNRS/Total/Univ Pau Et Pays Adour, 64000, PAU, France
- Institute
of Research and Development, Duy Tan University, Da Nang, Vietnam
| | - Stéphanie Delage-Santacreu
- Laboratoire
de Mathematiques et De Leurs Applications de PAU−IPRA, UMR5142, CNRS/Univ Pau et Pays Adour, 64000, PAU, France
| | - Guillaume Galliero
- Laboratoire
des Fluides Complexes et Leurs Reservoirs-IPRA, UMR5150, CNRS/Total/Univ Pau Et Pays Adour, 64000, PAU, France
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43
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Hopp M, Gross J. Thermal Conductivity of Real Substances from Excess Entropy Scaling Using PCP-SAFT. Ind Eng Chem Res 2017. [DOI: 10.1021/acs.iecr.6b04289] [Citation(s) in RCA: 63] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- Madlen Hopp
- Institute of Thermodynamics
and Thermal Process Engineering, University of Stuttgart, Pfaffenwaldring
9, 70569 Stuttgart, Germany
| | - Joachim Gross
- Institute of Thermodynamics
and Thermal Process Engineering, University of Stuttgart, Pfaffenwaldring
9, 70569 Stuttgart, Germany
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44
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Schilling J, Lampe M, Gross J, Bardow A. 1-stage CoMT-CAMD: An approach for integrated design of ORC process and working fluid using PC-SAFT. Chem Eng Sci 2017. [DOI: 10.1016/j.ces.2016.04.048] [Citation(s) in RCA: 60] [Impact Index Per Article: 8.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
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45
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Entropy-Based Experimental Design for Optimal Model Discrimination in the Geosciences. ENTROPY 2016. [DOI: 10.3390/e18110409] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
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46
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Lötgering-Lin O, Schöniger A, Nowak W, Gross J. Bayesian Model Selection Helps To Choose Objectively between Thermodynamic Models: A Demonstration of Selecting a Viscosity Model Based on Entropy Scaling. Ind Eng Chem Res 2016. [DOI: 10.1021/acs.iecr.6b02671] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Affiliation(s)
- Oliver Lötgering-Lin
- Institute
of Thermodynamics and Thermal Process Engineering, University of Stuttgart, Pfaffenwaldring 9, 70569 Stuttgart, Germany
| | - Anneli Schöniger
- Center
for Applied Geoscience, University of Tübingen, Hölderlinstraße 12, 72074 Tübingen, Germany
| | - Wolfgang Nowak
- Institute
for Modelling Hydraulic and Environmental Systems (LS3)/SimTech, University of Stuttgart, Pfaffenwaldring 5a, 70569 Stuttgart, Germany
| | - Joachim Gross
- Institute
of Thermodynamics and Thermal Process Engineering, University of Stuttgart, Pfaffenwaldring 9, 70569 Stuttgart, Germany
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