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Perez Ortiz A, Penteado A, Karsten T, Esche E, Grigull V, Schomäcker R, Repke J. Autothermal Oxidative Coupling of Methane: Steady‐state Multiplicity over Mn‐Na
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at Mini‐Plant Scale. CHEM-ING-TECH 2022. [DOI: 10.1002/cite.202100195] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Affiliation(s)
- Abigail Perez Ortiz
- Technische Universität Berlin Fachgebiet Dynamik und Betrieb technischer Anlagen, Sekr. KWT 9 Straße des 17. Juni 135 10623 Berlin Germany
| | - Alberto Penteado
- Technische Universität Berlin Fachgebiet Dynamik und Betrieb technischer Anlagen, Sekr. KWT 9 Straße des 17. Juni 135 10623 Berlin Germany
| | - Tim Karsten
- Technische Universität Berlin Fachgebiet Dynamik und Betrieb technischer Anlagen, Sekr. KWT 9 Straße des 17. Juni 135 10623 Berlin Germany
| | - Erik Esche
- Technische Universität Berlin Fachgebiet Dynamik und Betrieb technischer Anlagen, Sekr. KWT 9 Straße des 17. Juni 135 10623 Berlin Germany
| | - Vitor Grigull
- ECO Erneuerbare Energien GmbH Tobagostraße 5 27356 Rotenburg (Wümme) Germany
| | - Reinhard Schomäcker
- Technische Universität Berlin Institut für Chemie, Sekr. TC 8 Straße des 17. Juni 124 10623 Berlin Germany
| | - Jens‐Uwe Repke
- Technische Universität Berlin Fachgebiet Dynamik und Betrieb technischer Anlagen, Sekr. KWT 9 Straße des 17. Juni 135 10623 Berlin Germany
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Barteau MA. Is it time to stop searching for better catalysts for Oxidative Coupling of Methane? J Catal 2022. [DOI: 10.1016/j.jcat.2022.03.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
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Wang H, Shao C, Gascon J, Takanabe K, Sarathy SM. Noncatalytic Oxidative Coupling of Methane (OCM): Gas-Phase Reactions in a Jet Stirred Reactor (JSR). ACS OMEGA 2021; 6:33757-33768. [PMID: 34926924 PMCID: PMC8674986 DOI: 10.1021/acsomega.1c05020] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/10/2021] [Accepted: 11/15/2021] [Indexed: 06/14/2023]
Abstract
Oxidative coupling of methane (OCM) is a promising technique for converting methane to higher hydrocarbons in a single reactor. Catalytic OCM is known to proceed via both gas-phase and surface chemical reactions. It is essential to first implement an accurate gas-phase model and then to further develop comprehensive homogeneous-heterogeneous OCM reaction networks. In this work, OCM gas-phase kinetics using a jet-stirred reactor are studied in the absence of a catalyst and simulated using a 0-D reactor model. Experiments were conducted in OCM-relevant operating conditions under various temperatures, residence times, and inlet CH4/O2 ratios. Simulations of different gas-phase models related to methane oxidation were implemented and compared against the experimental data. Quantities of interest (QoI) and rate of production analyses on hydrocarbon products were also performed to evaluate the models. The gas-phase models taken from catalytic reaction networks could not adequately describe the experimental gas-phase performances. NUIGMech1.1 was selected as the most comprehensive model to describe the OCM gas-phase kinetics; it is recommended for further use as the gas-phase model for constructing homogeneous-heterogeneous reaction networks.
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Affiliation(s)
- Haoyi Wang
- Clean
Combustion Research Center (CCRC), Physical Sciences and Engineering
Division, King Abdullah University of Science
and Technology (KAUST), Thuwal 23955-6900, Saudi Arabia
- KAUST
Catalysis Center (KCC), Physical Sciences and Engineering Division, King Abdullah University of Science and Technology
(KAUST), Thuwal 23955-6900, Saudi Arabia
| | - Can Shao
- Clean
Combustion Research Center (CCRC), Physical Sciences and Engineering
Division, King Abdullah University of Science
and Technology (KAUST), Thuwal 23955-6900, Saudi Arabia
| | - Jorge Gascon
- KAUST
Catalysis Center (KCC), Physical Sciences and Engineering Division, King Abdullah University of Science and Technology
(KAUST), Thuwal 23955-6900, Saudi Arabia
| | - Kazuhiro Takanabe
- Department
of Chemical System Engineering, School of Engineering, The University of Tokyo, 7-3-1 Hongo, Bunkyo-ku, Tokyo 113-8656, Japan
- Japan
Science and Technology Agency (JST), PRESTO, 4-1-8 Honcho, Kawaguchi, Saitama 332-0012, Japan
| | - S. Mani Sarathy
- Clean
Combustion Research Center (CCRC), Physical Sciences and Engineering
Division, King Abdullah University of Science
and Technology (KAUST), Thuwal 23955-6900, Saudi Arabia
- KAUST
Catalysis Center (KCC), Physical Sciences and Engineering Division, King Abdullah University of Science and Technology
(KAUST), Thuwal 23955-6900, Saudi Arabia
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Oxidative Coupling of Methane for Ethylene Production: Reviewing Kinetic Modelling Approaches, Thermodynamics and Catalysts. Processes (Basel) 2021. [DOI: 10.3390/pr9122196] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Abstract
Ethylene production via oxidative coupling of methane (OCM) represents an interesting route for natural gas upscaling, being the focus of intensive research worldwide. Here, OCM developments are analysed in terms of kinetic mechanisms and respective applications in chemical reactor models, discussing current challenges and directions for further developments. Furthermore, some thermodynamic aspects of the OCM reactions are also revised, providing achievable olefins yields in a wide range of operational reaction conditions. Finally, OCM catalysts are reviewed in terms of respective catalytic performances and thermal stability, providing an executive summary for future studies on OCM economic feasibility.
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Kwon D, Yang I, Cho J, Jung JC. Waste-derived calcium oxide catalysts for oxidative coupling of methane. MOLECULAR CATALYSIS 2021. [DOI: 10.1016/j.mcat.2021.111982] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
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Ishioka S, Miyazato I, Takahashi L, Nguyen TN, Taniike T, Takahashi K. Unveiling gas-phase oxidative coupling of methane via data analysis. J Comput Chem 2021; 42:1447-1451. [PMID: 34018210 DOI: 10.1002/jcc.26554] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2021] [Revised: 04/20/2021] [Accepted: 04/26/2021] [Indexed: 01/04/2023]
Abstract
Unveiling the details of the mechanisms of a chemical reaction is a difficult task as reaction mechanisms are strongly coupled with reaction conditions. Here, catalysts informatics combined with high-throughput experimental data is implemented to understand the oxidative coupling of methane (OCM) reaction. In particular, pairwise correlation and data visualization are performed to reveal the relation between reaction conditions and selectivity/conversion. In addition, machine learning is used to fill the gap between experimental data points; thus, a more detailed understanding of the OCM reaction against reaction conditions can be achieved. Therefore, catalysts informatics is proposed for understanding the details of the reaction mechanism, thereby aiding reaction design.
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Affiliation(s)
- Sora Ishioka
- Department of Chemistry, Hokkaido University, Sapporo, Japan
| | - Itsuki Miyazato
- Department of Chemistry, Hokkaido University, Sapporo, Japan
| | | | - Thanh Nhat Nguyen
- Graduate School of Advanced Science and Technology, Japan Advanced Institute of Science and Technology, Nomi, Ishikawa, Japan
| | - Toshiaki Taniike
- Graduate School of Advanced Science and Technology, Japan Advanced Institute of Science and Technology, Nomi, Ishikawa, Japan
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Kwon D, Yang I, An S, Cho J, Ha JM, Jung JC. A study on active sites of A2BO4 catalysts with perovskite-like structures in oxidative coupling of methane. MOLECULAR CATALYSIS 2021. [DOI: 10.1016/j.mcat.2021.111548] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/24/2023]
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Pirro L, Mendes PS, Kemseke B, Vandegehuchte BD, Marin GB, Thybaut JW. From catalyst to process: bridging the scales in modeling the OCM reaction. Catal Today 2021. [DOI: 10.1016/j.cattod.2020.06.084] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
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Kim HW, Lee SW, Na GS, Han SJ, Kim SK, Shin JH, Chang H, Kim YT. Reaction condition optimization for non-oxidative conversion of methane using artificial intelligence. REACT CHEM ENG 2021. [DOI: 10.1039/d0re00378f] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/04/2023]
Abstract
Using machine learning and metaheuristic optimization, we optimize the reaction conditions for non-oxidative conversion of methane.
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Affiliation(s)
- Hyun Woo Kim
- Chemical Data-Driven Research Center
- Korea Research Institute of Chemical Technology (KRICT)
- Daejeon 34114
- Korea
| | - Sung Woo Lee
- C1 Gas & Carbon Convergent Research Center
- Korea Research Institute of Chemical Technology
- Daejeon 34114
- Korea
| | - Gyoung S. Na
- Chemical Data-Driven Research Center
- Korea Research Institute of Chemical Technology (KRICT)
- Daejeon 34114
- Korea
| | - Seung Ju Han
- C1 Gas & Carbon Convergent Research Center
- Korea Research Institute of Chemical Technology
- Daejeon 34114
- Korea
| | - Seok Ki Kim
- C1 Gas & Carbon Convergent Research Center
- Korea Research Institute of Chemical Technology
- Daejeon 34114
- Korea
- Advanced Materials and Chemical Engineering
| | - Jung Ho Shin
- Chemical Data-Driven Research Center
- Korea Research Institute of Chemical Technology (KRICT)
- Daejeon 34114
- Korea
| | - Hyunju Chang
- Chemical Data-Driven Research Center
- Korea Research Institute of Chemical Technology (KRICT)
- Daejeon 34114
- Korea
| | - Yong Tae Kim
- C1 Gas & Carbon Convergent Research Center
- Korea Research Institute of Chemical Technology
- Daejeon 34114
- Korea
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Mendes PSF, Siradze S, Pirro L, Thybaut JW. Open Data in Catalysis: From Today's Big Picture to the Future of Small Data. ChemCatChem 2020. [DOI: 10.1002/cctc.202001132] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/04/2023]
Affiliation(s)
- Pedro S. F. Mendes
- Laboratory for Chemical Technology Department of Materials Textiles and Chemical Engineering Ghent University Technologiepark 125 9052 Ghent Belgium
| | - Sébastien Siradze
- Laboratory for Chemical Technology Department of Materials Textiles and Chemical Engineering Ghent University Technologiepark 125 9052 Ghent Belgium
| | - Laura Pirro
- Laboratory for Chemical Technology Department of Materials Textiles and Chemical Engineering Ghent University Technologiepark 125 9052 Ghent Belgium
| | - Joris W. Thybaut
- Laboratory for Chemical Technology Department of Materials Textiles and Chemical Engineering Ghent University Technologiepark 125 9052 Ghent Belgium
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Trigilio AD, Marien YW, Van Steenberge PHM, D’hooge DR. Gillespie-Driven kinetic Monte Carlo Algorithms to Model Events for Bulk or Solution (Bio)Chemical Systems Containing Elemental and Distributed Species. Ind Eng Chem Res 2020. [DOI: 10.1021/acs.iecr.0c03888] [Citation(s) in RCA: 30] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- Alessandro D. Trigilio
- Laboratory for Chemical Technology, Ghent University, Technologiepark 125, 9052 Gent, Belgium
| | - Yoshi W. Marien
- Laboratory for Chemical Technology, Ghent University, Technologiepark 125, 9052 Gent, Belgium
| | | | - Dagmar R. D’hooge
- Laboratory for Chemical Technology, Ghent University, Technologiepark 125, 9052 Gent, Belgium
- Centre for Textile Science and Engineering, Ghent University, Technologiepark 70a, 9052 Gent, Belgium
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