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An Overview of the Application of Harmony Search for Chemical Engineering Optimization. INTERNATIONAL JOURNAL OF CHEMICAL ENGINEERING 2022. [DOI: 10.1155/2022/1928343] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Abstract
Harmony search algorithm and its variants have been used in several applications in medicine, telecommunications, computer science, and engineering. This article reviews the global and multi-objective optimization for chemical engineering using harmony search. The main features of the HS method and several of its popular variants and hybrid versions including their relevant algorithm characteristics are described and discussed. A variety of global and multi-objective optimization problems from chemical engineering and their resolution using HS-based methods are also included. These problems involve thermodynamic calculations (phase stability analysis, phase equilibrium calculations, parameter estimation, and azeotrope calculation), heat exchanger design, distillation simulation, life cycle analysis, and water distribution systems, among others. Remarks on future developments of HS and its related algorithms for global and multi-objective optimization in chemical engineering are also provided in this review. HS is a reliable and promising stochastic optimizer to resolve challenging global and multi-objective optimization problems for process systems engineering.
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Lyra EP, Mercier Franco LF. Deriving force fields with a multiscale approach:from ab initio calculations to molecular-based equations of state. J Chem Phys 2022; 157:114107. [DOI: 10.1063/5.0109350] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
Using theoretical and computational tools for predicting thermophysical properties of fluid systems and the soft matter has always been of interest to the physical, chemical, and engineering sciences. And certainly, the ultimate goal is to be able to compute these macroscopic properties from first principle calculations beginning with the very atomic constitution of matter. In this work, Mie potential parameters were obtained through dimer interaction energy curves derived from ab initio calculations to represent methane and methane-substituted molecules in a spherical 1-site coarse-grained model. Bottom-up-based Mie potential parameters of this work were compared to top-down-based ones from the statistical associating fluid theory (SAFT) models for the calculation of thermodynamic properties and critical point by molecular dynamics simulations and SAFT-VR Mie equation of state. Results demonstrated that bottom-up-based Mie potential parameters when averaging the Mie potential parameters of a representative population of conformers provide values close to the top-down-based ones from SAFT models and predict well properties of tetrahedral molecules. This shows the level of consistency embedded in the SAFT-VR Mie family of models and confers a status of a purely predictive equation of state for SAFT-VR Mie when a reasonable model is considered to represent a molecule of interest.
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Hypothetical yet Effective: Computational Identification of High-performing MOFs for CO2 Capture. Comput Chem Eng 2022. [DOI: 10.1016/j.compchemeng.2022.107705] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
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Feng YH, Zhang XP, Hu LF, Chen BZ, Guo XD. Mesoscopic Simulation for the Effect of Cross-Linking Reactions on the Drug Diffusion Properties in Microneedles. J Chem Inf Model 2021; 61:4000-4010. [PMID: 34319097 DOI: 10.1021/acs.jcim.1c00444] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022]
Abstract
The drug diffusion issue in microneedles is the focus of its medical application. It will not only affect the distribution of drugs in the needle body but will also have an impact on the drug release performance of the microneedle. The utilization of cross-linked polymer materials to obtain the drug diffusion control has been experimentally verified as a feasible method. However, the mechanism research on the molecular level is still incomplete. In this study, the dissipative particle dynamics (DPD) simulation has been applied to study the effect of the cross-linking reaction on drug diffusion in hyaluronic acid microneedles. We have discovered that when the cross-linking degree reaches 90%, the diffusion coefficient of the drug is 6.45 times lower than that of the uncross-linked system. The main reason for the decline in drug diffusion ability is that the cross-linking reaction varies the conformation of the polymer. The amplification in the cross-linking degree makes the polymer coils more compact and approach each other, finally forming a continuously distributed cross-linked network, which reduces its degradation rate in the body. Simultaneously, these cross-linked networks can also hinder the interaction of soluble drugs with water, thereby preventing the premature release of drugs. The simulation results are consistent with the data collected in the previous microneedle experiment. This work will be an extension of DPD simulation in the application of biological materials.
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Affiliation(s)
- Yun Hao Feng
- Beijing Laboratory of Biomedical Materials, College of Materials Science and Engineering, Beijing University of Chemical Technology, Beijing 100029, P.R. China
| | - Xiao Peng Zhang
- Beijing Laboratory of Biomedical Materials, College of Materials Science and Engineering, Beijing University of Chemical Technology, Beijing 100029, P.R. China
| | - Liu Fu Hu
- Beijing Laboratory of Biomedical Materials, College of Materials Science and Engineering, Beijing University of Chemical Technology, Beijing 100029, P.R. China
| | - Bo Zhi Chen
- Beijing Laboratory of Biomedical Materials, College of Materials Science and Engineering, Beijing University of Chemical Technology, Beijing 100029, P.R. China
| | - Xin Dong Guo
- Beijing Laboratory of Biomedical Materials, College of Materials Science and Engineering, Beijing University of Chemical Technology, Beijing 100029, P.R. China
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Serna J, Narváez Rincón PC, Falk V, Boly V, Camargo M. Methodology for Emulsion Design Based on Emulsion Science and Expert Knowledge. Part 2: An Application in the Cosmetics Sector. Ind Eng Chem Res 2021. [DOI: 10.1021/acs.iecr.1c00866] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Affiliation(s)
- Juliana Serna
- Departamento de Ingeniería Química y Ambiental, Grupo de Procesos Químicos y Bioquímicos, Facultad de Ingeniería, Universidad Nacional de Colombia Sede Bogotá, Carrera 30 45-03, Edificio 412, 111321 Bogotá, Colombia
- Equipe de Recherche des Processus Innovatifs, ERPI-ENSGSI, Université de Lorraine EA 3767, 8, rue Bastien Lepage, 54010 Nancy Cedex, France
| | - Paulo C. Narváez Rincón
- Departamento de Ingeniería Química y Ambiental, Grupo de Procesos Químicos y Bioquímicos, Facultad de Ingeniería, Universidad Nacional de Colombia Sede Bogotá, Carrera 30 45-03, Edificio 412, 111321 Bogotá, Colombia
| | - Véronique Falk
- Laboratoire Réactions et Génie des Procédés, LRGP UMR 7274, Université de Lorraine, 1 Rue Grandville, 54000 Nancy, France
| | - Vincent Boly
- Equipe de Recherche des Processus Innovatifs, ERPI-ENSGSI, Université de Lorraine EA 3767, 8, rue Bastien Lepage, 54010 Nancy Cedex, France
| | - Mauricio Camargo
- Equipe de Recherche des Processus Innovatifs, ERPI-ENSGSI, Université de Lorraine EA 3767, 8, rue Bastien Lepage, 54010 Nancy Cedex, France
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Pistikopoulos EN, Barbosa-Povoa A, Lee JH, Misener R, Mitsos A, Reklaitis GV, Venkatasubramanian V, You F, Gani R. Process systems engineering – The generation next? Comput Chem Eng 2021. [DOI: 10.1016/j.compchemeng.2021.107252] [Citation(s) in RCA: 30] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
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Serna J, Narváez Rincón PC, Falk V, Boly V, Camargo M. A Methodology for Emulsion Design Based on Emulsion Science and Expert Knowledge. Part 1: Conceptual Approach. Ind Eng Chem Res 2021. [DOI: 10.1021/acs.iecr.0c04942] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Affiliation(s)
- Juliana Serna
- Departamento de Ingeniería Química y Ambiental, Grupo de Procesos Químicos y Bioquímicos, Facultad de Ingeniería, Universidad Nacional de Colombia Sede Bogotá, Carrera 30 45-03, Edificio 412, Bogotá 111321, Colombia
- Equipe de Recherche des Processus Innovatifs, ERPI-ENSGSI, Université de Lorraine EA 3767, 8, rue Bastien Lepage, 54010 Nancy Cedex, France
| | - Paulo C. Narváez Rincón
- Departamento de Ingeniería Química y Ambiental, Grupo de Procesos Químicos y Bioquímicos, Facultad de Ingeniería, Universidad Nacional de Colombia Sede Bogotá, Carrera 30 45-03, Edificio 412, Bogotá 111321, Colombia
| | - Véronique Falk
- Laboratoire Réactions et Génie des Procédés, LRGP UMR 7274, Université de Lorraine, 1 Rue Grandville, 54000 Nancy, France
| | - Vincent Boly
- Equipe de Recherche des Processus Innovatifs, ERPI-ENSGSI, Université de Lorraine EA 3767, 8, rue Bastien Lepage, 54010 Nancy Cedex, France
| | - Mauricio Camargo
- Equipe de Recherche des Processus Innovatifs, ERPI-ENSGSI, Université de Lorraine EA 3767, 8, rue Bastien Lepage, 54010 Nancy Cedex, France
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Jonkman J, Castiglioni A, Akkerman R, van der Padt A. Improving resource efficiency in the food industry by using non-conventional intermediate products. J FOOD ENG 2020. [DOI: 10.1016/j.jfoodeng.2020.110198] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/14/2023]
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Hao Feng Y, Ling Liu J, Zhu DD, Hao YY, Dong Guo X. Multiscale simulations of drug distributions in polymer dissolvable microneedles. Colloids Surf B Biointerfaces 2020; 189:110844. [DOI: 10.1016/j.colsurfb.2020.110844] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/24/2019] [Revised: 01/31/2020] [Accepted: 02/03/2020] [Indexed: 12/26/2022]
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Uhlemann J, Costa R, Charpentier JC. Product design and engineering — past, present, future trends in teaching, research and practices: academic and industry points of view. Curr Opin Chem Eng 2020. [DOI: 10.1016/j.coche.2019.10.003] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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Uhlemann J, Costa R, Charpentier JC. Product Design and Engineering in Chemical Engineering: Past, Present State, and Future. Chem Eng Technol 2019. [DOI: 10.1002/ceat.201900236] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Affiliation(s)
- Jens Uhlemann
- Bayer AG Head of Environmental Science Formulation Technology Crop Science Division Alfred-Nobel-Strasse 50 40789 Monheim Germany
| | - Raquel Costa
- University of Coimbra CIEPQPF – Chemical Engineering Processes and Forest Products Research Center Department of Chemical Engineering Rua Silvio Lima 3030-790 Coimbra Portugal
| | - Jean-Claude Charpentier
- Université de Lorraine Laboratoire Réactions et Génie des Procédés CNRS – ENSIC 1, rue Grandville 54000 Nancy France
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Abstract
As Industry 4.0 makes its course into the Chemical Processing Industry (CPI), new challenges emerge that require an adaptation of the Process Analytics toolkit. In particular, two recurring classes of problems arise, motivated by the growing complexity of systems on one hand, and increasing data throughput (i.e., the product of two well-known “V’s” from Big Data: Volume × Velocity) on the other. More specifically, as enabling IT technologies (IoT, smart sensors, etc.) enlarge the focus of analysis from the unit level to the entire plant or even to the supply chain level, the existence of relevant dynamics at multiple scales becomes a common pattern; therefore, multiscale methods are called for and must be applied in order to avoid biased analysis towards a certain scale, compromising the benefits from the balanced exploitation of the information content at all scales. Also, these same enabling technologies currently collect large volumes of data at high-sampling rates, creating a flood of digital information that needs to be properly handled; optimal data aggregation provides an efficient solution to this challenge, leading to the emergence of multi-granularity frameworks. In this article, an overview is presented on multiscale and multi-granularity methods that are likely to play an important role in the future of Process Analytics with respect to several common activities, such as data integration/fusion, de-noising, process monitoring and predictive modelling, among others.
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Hlosta J, Zurovec D, Gelnar D, Zegzulka J, Necas J. Thermal Conductivity Measurement of Bulk Solids. Chem Eng Technol 2017. [DOI: 10.1002/ceat.201700018] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
Affiliation(s)
- Jakub Hlosta
- VSB - Technical University of Ostrava, ENET Centre, Bulk Solids Centre; 17. listopadu 15/2172 70833 Ostrava Czech Republic
| | - David Zurovec
- VSB - Technical University of Ostrava, ENET Centre, Bulk Solids Centre; 17. listopadu 15/2172 70833 Ostrava Czech Republic
| | - Daniel Gelnar
- VSB - Technical University of Ostrava, ENET Centre, Bulk Solids Centre; 17. listopadu 15/2172 70833 Ostrava Czech Republic
| | - Jiri Zegzulka
- VSB - Technical University of Ostrava, ENET Centre, Bulk Solids Centre; 17. listopadu 15/2172 70833 Ostrava Czech Republic
| | - Jan Necas
- VSB - Technical University of Ostrava, ENET Centre, Bulk Solids Centre; 17. listopadu 15/2172 70833 Ostrava Czech Republic
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What Kind of Modern “Green” Chemical Engineering is Required for the Design of the “Factory of Future”? ACTA ACUST UNITED AC 2016. [DOI: 10.1016/j.proeng.2016.02.104] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
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17
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Jankowiak L, Méndez Sevillano D, Boom RM, Ottens M, Zondervan E, van der Goot AJ. A Process Synthesis Approach for Isolation of Isoflavones from Okara. Ind Eng Chem Res 2015. [DOI: 10.1021/ie5038962] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Affiliation(s)
- Lena Jankowiak
- Laboratory
of Food Engineering, Wageningen University, P.O. Box 17, 6700 AA Wageningen, The Netherlands
| | - David Méndez Sevillano
- Department
of Biotechnology, Delft University of Technology, Julianalaan 67, 2628 BC, Delft, The Netherlands
| | - Remko M. Boom
- Laboratory
of Food Engineering, Wageningen University, P.O. Box 17, 6700 AA Wageningen, The Netherlands
| | - Marcel Ottens
- Department
of Biotechnology, Delft University of Technology, Julianalaan 67, 2628 BC, Delft, The Netherlands
| | - Edwin Zondervan
- Department
of Chemical Engineering and Chemistry, Eindhoven University of Technology, P.O. Box 513, 5600 MB Eindhoven, The Netherlands
| | - Atze Jan van der Goot
- Laboratory
of Food Engineering, Wageningen University, P.O. Box 17, 6700 AA Wageningen, The Netherlands
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Corbetta M, Manenti F, Pirola C, Tsodikov MV, Chistyakov AV. Aromatization of propane: Techno-economic analysis by multiscale “kinetics-to-process” simulation. Comput Chem Eng 2014. [DOI: 10.1016/j.compchemeng.2014.10.001] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
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Lee C, Choy K, Chan Y. A knowledge-based ingredient formulation system for chemical product development in the personal care industry. Comput Chem Eng 2014. [DOI: 10.1016/j.compchemeng.2014.03.004] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
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Zakrzewska B, Pianko-Oprych P, Jaworski Z. Multiscale Modeling of Solid Oxide Fuel Cell Systems. CHEM-ING-TECH 2014. [DOI: 10.1002/cite.201400022] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
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Machado MB, Kresta SM. The confined impeller stirred tank (CIST): A bench scale testing device for specification of local mixing conditions required in large scale vessels. Chem Eng Res Des 2013. [DOI: 10.1016/j.cherd.2013.06.025] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
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23
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Yang A. On the Common Conceptual and Computational Frameworks for Multiscale Modeling. Ind Eng Chem Res 2013. [DOI: 10.1021/ie303123s] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/16/2023]
Affiliation(s)
- Aidong Yang
- Department of Chemical and Process
Engineering, Faculty
of Engineering and Physical Sciences, University of Surrey, Guildford GU2 7XH, U.K
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Towards computer-aided multiscale modelling: A generic supporting environment for model realization and execution. Comput Chem Eng 2012. [DOI: 10.1016/j.compchemeng.2012.02.012] [Citation(s) in RCA: 4] [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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Guo XD, Zhang LJ, Qian Y. Systematic Multiscale Method for Studying the Structure–Performance Relationship of Drug-Delivery Systems. Ind Eng Chem Res 2012. [DOI: 10.1021/ie2014668] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- Xin Dong Guo
- School of
Chemistry and Chemical Engineering, South China University of Technology, Guangzhou 510640,
P.R. China
| | - Li Juan Zhang
- School of
Chemistry and Chemical Engineering, South China University of Technology, Guangzhou 510640,
P.R. China
| | - Yu Qian
- School of
Chemistry and Chemical Engineering, South China University of Technology, Guangzhou 510640,
P.R. China
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Zhao Y, Jiang C, Yang A. Towards computer-aided multiscale modelling: An overarching methodology and support of conceptual modelling. Comput Chem Eng 2012. [DOI: 10.1016/j.compchemeng.2011.06.010] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
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Kiparissides C, Krallis A, Meimaroglou D, Pladis P, Baltsas A. From Molecular to Plant-Scale Modeling of Polymerization Processes: A Digital High-Pressure Low-Density Polyethylene Production Paradigm. Chem Eng Technol 2010. [DOI: 10.1002/ceat.201000325] [Citation(s) in RCA: 25] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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Among the trends for a modern chemical engineering, the third paradigm: The time and length multiscale approach as an efficient tool for process intensification and product design and engineering. Chem Eng Res Des 2010. [DOI: 10.1016/j.cherd.2009.03.008] [Citation(s) in RCA: 57] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
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