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Abstract
The design of heterogeneous catalysts relies on understanding the fundamental surface kinetics that controls catalyst performance, and microkinetic modeling is a tool that can help the researcher in streamlining the process of catalyst design. Microkinetic modeling is used to identify critical reaction intermediates and rate-determining elementary reactions, thereby providing vital information for designing an improved catalyst. In this review, we summarize general procedures for developing microkinetic models using reaction kinetics parameters obtained from experimental data, theoretical correlations, and quantum chemical calculations. We examine the methods required to ensure the thermodynamic consistency of the microkinetic model. We describe procedures required for parameter adjustments to account for the heterogeneity of the catalyst and the inherent errors in parameter estimation. We discuss the analysis of microkinetic models to determine the rate-determining reactions using the degree of rate control and reversibility of each elementary reaction. We introduce incorporation of Brønsted-Evans-Polanyi relations and scaling relations in microkinetic models and the effects of these relations on catalytic performance and formation of volcano curves are discussed. We review the analysis of reaction schemes in terms of the maximum rate of elementary reactions, and we outline a procedure to identify kinetically significant transition states and adsorbed intermediates. We explore the application of generalized rate expressions for the prediction of optimal binding energies of important surface intermediates and to estimate the extent of potential rate improvement. We also explore the application of microkinetic modeling in homogeneous catalysis, electro-catalysis, and transient reaction kinetics. We conclude by highlighting the challenges and opportunities in the application of microkinetic modeling for catalyst design.
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Affiliation(s)
- Ali Hussain Motagamwala
- Department of Chemical and Biological Engineering, University of Wisconsin-Madison, 1415 Engineering Drive, Madison, Wisconsin 53706, United States
| | - James A Dumesic
- Department of Chemical and Biological Engineering, University of Wisconsin-Madison, 1415 Engineering Drive, Madison, Wisconsin 53706, United States
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Gholami Z, Tišler Z, Rubáš V. Recent advances in Fischer-Tropsch synthesis using cobalt-based catalysts: a review on supports, promoters, and reactors. CATALYSIS REVIEWS-SCIENCE AND ENGINEERING 2020. [DOI: 10.1080/01614940.2020.1762367] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
Affiliation(s)
- Zahra Gholami
- Unipetrol Centre of Research and Education, Litvínov, Czech Republic
| | - Zdeněk Tišler
- Unipetrol Centre of Research and Education, Litvínov, Czech Republic
| | - Vlastimil Rubáš
- Unipetrol Centre of Research and Education, Litvínov, Czech Republic
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3
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The Effect of Potassium on Cobalt-Based Fischer–Tropsch Catalysts with Different Cobalt Particle Sizes. Catalysts 2019. [DOI: 10.3390/catal9040351] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Abstract
The effect of K on 20%Co/0.5%Re/γ-Al2O3 Fischer–Tropsch catalysts with two different cobalt particle sizes (small, in the range 6–7 nm and medium size, in the range 12–13 nm) was investigated. The catalyst with the smaller cobalt particle size had a lower catalytic activity and C5+ selectivity while selectivities towards CH4 and CO2 were slightly higher than over the catalyst with larger particles. These effects are ascribed to lower hydrogen concentration on the surface as well as the lower reducibility of smaller cobalt particles. Upon potassium addition all samples showed decreased catalytic activity, reported as Site Time Yield (STY), increased C5+ and CO2 selectivities, and a decrease in CH4 selectivity. There was no difference in the effect of potassium between the sample with small cobalt particles compared to the sample with medium size particles). In both cases the specific activity (STY) fell and the C5+ selectivity increased in a similar fashion.
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Gavrilović L, Brandin J, Holmen A, Venvik HJ, Myrstad R, Blekkan EA. Deactivation of Co-Based Fischer–Tropsch Catalyst by Aerosol Deposition of Potassium Salts. Ind Eng Chem Res 2018. [DOI: 10.1021/acs.iecr.7b04498] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Affiliation(s)
- Ljubiša Gavrilović
- Department
of Chemical Engineering, Norwegian University of Science and Technology, Sem Sælands vei 4, 7491 Trondheim, Norway
| | - Jan Brandin
- Department
of Built Environment and Energy Technology, Linnæus University, 351 95 Växjö, Sweden
| | - Anders Holmen
- Department
of Chemical Engineering, Norwegian University of Science and Technology, Sem Sælands vei 4, 7491 Trondheim, Norway
| | - Hilde J. Venvik
- Department
of Chemical Engineering, Norwegian University of Science and Technology, Sem Sælands vei 4, 7491 Trondheim, Norway
| | - R. Myrstad
- SINTEF Materials and Chemistry, NO-7465 Trondheim, Norway
| | - Edd A. Blekkan
- Department
of Chemical Engineering, Norwegian University of Science and Technology, Sem Sælands vei 4, 7491 Trondheim, Norway
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6
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Chen Q, Svenum IH, Qi Y, Gavrilovic L, Chen D, Holmen A, Blekkan EA. Potassium adsorption behavior on hcp cobalt as model systems for the Fischer-Tropsch synthesis: a density functional theory study. Phys Chem Chem Phys 2017; 19:12246-12254. [PMID: 28451667 DOI: 10.1039/c7cp00620a] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
Potassium (K), an important impurity in syngas from biomass, can have a large influence on the activity and selectivity of cobalt-based Fischer-Tropsch synthesis (FTS) catalysts in Biomass to Liquids (BTL) processes. In this work, the potassium adsorption behavior on hcp cobalt was systematically studied using density functional theory. The surface energy calculations and Wulff construction of the equilibrium shape of hcp cobalt showed it is dominated by 10 facets. The interaction of K with these facets has been investigated. The results showed that the stepped facet (10-12) has the highest K adsorption energy of -2.40 eV. The facets (0001), (10-10), (10-11), (10-15), and (21-30) also showed relatively high K adsorption energies in the range of -2.28 to -2.34 eV. The corrugated facets exhibited comparatively lower K adsorption energies (-2.04 to -2.18 eV), and would be less favorable for K adsorption. It was also found that the adsorption properties depend on coverage, where the K adsorption energy decreased with increasing coverage. Diffusion energy barrier calculations indicated that K was mobile on typical facets (0001) and (10-11) with very low diffusion barriers (<0.15 eV). On stepped facets, although K could move freely along the same step (diffusion barrier <0.01 eV), diffusion from one step to another had a significantly higher barrier of 0.56 eV. This suggested that K atoms would be mobile to some extent during FTS reaction conditions, and tend to occupy the most favorable sites independent of their initial position. The results obtained in this work provide valuable information on the interaction of K with cobalt surfaces, relevant for practical cobalt catalysts and their application in BTL processes.
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Affiliation(s)
- Qingjun Chen
- Department of Chemical Engineering, Norwegian University of Science and Technology (NTNU), 7491 Trondheim, Norway.
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Fischer-Trospch Synthesis on Ordered Mesoporous Cobalt-Based Catalysts with Compact Multichannel Fixed-Bed Reactor Application: A Review. CATALYSIS SURVEYS FROM ASIA 2016. [DOI: 10.1007/s10563-016-9219-5] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
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8
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Subramanian V, Cheng K, Lancelot C, Heyte S, Paul S, Moldovan S, Ersen O, Marinova M, Ordomsky VV, Khodakov AY. Nanoreactors: An Efficient Tool To Control the Chain-Length Distribution in Fischer–Tropsch Synthesis. ACS Catal 2016. [DOI: 10.1021/acscatal.5b01596] [Citation(s) in RCA: 53] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- Vijayanand Subramanian
- Unité de Catalyse et de Chimie du Solide, UMR 8181 CNRS, Bât. C3, Université Lille 1, ENSCL, Ecole Centrale de Lille, 59655 Villeneuve d’Ascq, France
| | - Kang Cheng
- Collaborative Innovation Center of Chemistry for Energy Materials, College of Chemistry and Chemical Engineering, Xiamen University, Xiamen 361005, People’s Republic of China
| | - Christine Lancelot
- Unité de Catalyse et de Chimie du Solide, UMR 8181 CNRS, Bât. C3, Université Lille 1, ENSCL, Ecole Centrale de Lille, 59655 Villeneuve d’Ascq, France
| | - Svetlana Heyte
- Unité de Catalyse et de Chimie du Solide, UMR 8181 CNRS, Bât. C3, Université Lille 1, ENSCL, Ecole Centrale de Lille, 59655 Villeneuve d’Ascq, France
| | - Sébastien Paul
- Unité de Catalyse et de Chimie du Solide, UMR 8181 CNRS, Bât. C3, Université Lille 1, ENSCL, Ecole Centrale de Lille, 59655 Villeneuve d’Ascq, France
| | - Simona Moldovan
- Department of Surfaces and Interfaces (DSI), 23, rue du Loess BP 43, F-67034 Strasbourg, France
| | - Ovidiu Ersen
- Department of Surfaces and Interfaces (DSI), 23, rue du Loess BP 43, F-67034 Strasbourg, France
| | - Maya Marinova
- Institut Chevreul, FR2638 CNRS, Bât. C6 Université Lille 1, F-59655 Villeneuve d’Ascq, France
| | - Vitaly V. Ordomsky
- Unité de Catalyse et de Chimie du Solide, UMR 8181 CNRS, Bât. C3, Université Lille 1, ENSCL, Ecole Centrale de Lille, 59655 Villeneuve d’Ascq, France
| | - Andrei Y. Khodakov
- Unité de Catalyse et de Chimie du Solide, UMR 8181 CNRS, Bât. C3, Université Lille 1, ENSCL, Ecole Centrale de Lille, 59655 Villeneuve d’Ascq, France
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Delgado JA, Castillón S, Curulla-Ferré D, Claver C, Godard C. Effect of pH on catalyst activity and selectivity in the aqueous Fischer–Tropsch synthesis catalyzed by cobalt nanoparticles. CATAL COMMUN 2015. [DOI: 10.1016/j.catcom.2015.08.003] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022] Open
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10
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Ledesma C, Yang J, Chen D, Holmen A. Recent Approaches in Mechanistic and Kinetic Studies of Catalytic Reactions Using SSITKA Technique. ACS Catal 2014. [DOI: 10.1021/cs501264f] [Citation(s) in RCA: 108] [Impact Index Per Article: 10.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Affiliation(s)
- Cristian Ledesma
- Department
of Chemical Engineering, Norwegian University of Science and Technology (NTNU), N-7491 Trondheim, Norway
| | - Jia Yang
- SINTEF
Materials
and Chemistry, N-7465 Trondheim, Norway
| | - De Chen
- Department
of Chemical Engineering, Norwegian University of Science and Technology (NTNU), N-7491 Trondheim, Norway
| | - Anders Holmen
- Department
of Chemical Engineering, Norwegian University of Science and Technology (NTNU), N-7491 Trondheim, Norway
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