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Li Y, Yao Z, Gao W, Shang W, Deng T, Wu J. Nanoscale Design for High Entropy Alloy Electrocatalysts. SMALL (WEINHEIM AN DER BERGSTRASSE, GERMANY) 2024; 20:e2310006. [PMID: 38088529 DOI: 10.1002/smll.202310006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/02/2023] [Revised: 12/01/2023] [Indexed: 05/25/2024]
Abstract
Due to their distinctive physical and chemical characteristics, high entropy alloys (HEAs), a class of alloys comprising multiple elements, have garnered a lot of attention. It is demonstrated recently that HEA electrocatalysts increase the activity and stability of several processes. In this paper, the most recent developments in HEA electrocatalysts research are reviewed, and the performance of HEAs in catalyzing key reactions in water electrolysis and fuel cells is summarized. In addition, the design strategies for HEA electrocatalysts optimization is introduced, which include component selection, size optimization, morphology control, structural engineering, crystal phase regulation, and theoretical prediction, which can guide component selection and structural design of HEA electrocatalysts.
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Affiliation(s)
- Yanjie Li
- State Key Laboratory of Metal Matrix Composites, School of Materials Science and Engineering, Shanghai Jiao Tong University, Shanghai, 200240, China
| | - Zhenpeng Yao
- State Key Laboratory of Metal Matrix Composites, School of Materials Science and Engineering, Shanghai Jiao Tong University, Shanghai, 200240, China
- Center of Hydrogen Science, Shanghai Jiao Tong University, Shanghai, 200240, China
- Future Material Innovation Center, Zhangjiang Institute for Advanced Study, Shanghai Jiao Tong University, Shanghai, 201203, China
| | - Wenpei Gao
- State Key Laboratory of Metal Matrix Composites, School of Materials Science and Engineering, Shanghai Jiao Tong University, Shanghai, 200240, China
- Future Material Innovation Center, Zhangjiang Institute for Advanced Study, Shanghai Jiao Tong University, Shanghai, 201203, China
| | - Wen Shang
- State Key Laboratory of Metal Matrix Composites, School of Materials Science and Engineering, Shanghai Jiao Tong University, Shanghai, 200240, China
- Center of Hydrogen Science, Shanghai Jiao Tong University, Shanghai, 200240, China
| | - Tao Deng
- State Key Laboratory of Metal Matrix Composites, School of Materials Science and Engineering, Shanghai Jiao Tong University, Shanghai, 200240, China
- Center of Hydrogen Science, Shanghai Jiao Tong University, Shanghai, 200240, China
| | - Jianbo Wu
- State Key Laboratory of Metal Matrix Composites, School of Materials Science and Engineering, Shanghai Jiao Tong University, Shanghai, 200240, China
- Center of Hydrogen Science, Shanghai Jiao Tong University, Shanghai, 200240, China
- Future Material Innovation Center, Zhangjiang Institute for Advanced Study, Shanghai Jiao Tong University, Shanghai, 201203, China
- Materials Genome Initiative Center, Shanghai Jiao Tong University, Shanghai, 200240, China
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2
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Cechanaviciute IA, Antony RP, Krysiak OA, Quast T, Dieckhöfer S, Saddeler S, Telaar P, Chen YT, Muhler M, Schuhmann W. Scalable Synthesis of Multi-Metal Electrocatalyst Powders and Electrodes and their Application for Oxygen Evolution and Water Splitting. Angew Chem Int Ed Engl 2023; 62:e202218493. [PMID: 36640442 DOI: 10.1002/anie.202218493] [Citation(s) in RCA: 16] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2022] [Revised: 01/12/2023] [Accepted: 01/13/2023] [Indexed: 01/15/2023]
Abstract
Multi-metal electrocatalysts provide nearly unlimited catalytic possibilities arising from synergistic element interactions. We propose a polymer/metal precursor spraying technique that can easily be adapted to produce a large variety of compositional different multi-metal catalyst materials. To demonstrate this, 11 catalysts were synthesized, characterized, and investigated for the oxygen evolution reaction (OER). Further investigation of the most active OER catalyst, namely CoNiFeMoCr, revealed a polycrystalline structure, and operando Raman measurements indicate that multiple active sites are participating in the reaction. Moreover, Ni foam-supported CoNiFeMoCr electrodes were developed and applied for water splitting in flow-through electrolysis cells with electrolyte gaps and in zero-gap membrane electrode assembly (MEA) configurations. The proposed alkaline MEA-type electrolyzers reached up to 3 A cm-2 , and 24 h measurements demonstrated no loss of current density of 1 A cm-2 .
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Affiliation(s)
- Ieva A Cechanaviciute
- Analytical Chemistry-Center for Electrochemical Sciences (CES), Faculty of Chemistry and Biochemistry, Ruhr University Bochum, Universitätsstr. 150, 44780, Bochum, Germany
| | - Rajini P Antony
- Analytical Chemistry-Center for Electrochemical Sciences (CES), Faculty of Chemistry and Biochemistry, Ruhr University Bochum, Universitätsstr. 150, 44780, Bochum, Germany
| | - Olga A Krysiak
- Analytical Chemistry-Center for Electrochemical Sciences (CES), Faculty of Chemistry and Biochemistry, Ruhr University Bochum, Universitätsstr. 150, 44780, Bochum, Germany
| | - Thomas Quast
- Analytical Chemistry-Center for Electrochemical Sciences (CES), Faculty of Chemistry and Biochemistry, Ruhr University Bochum, Universitätsstr. 150, 44780, Bochum, Germany
| | - Stefan Dieckhöfer
- Analytical Chemistry-Center for Electrochemical Sciences (CES), Faculty of Chemistry and Biochemistry, Ruhr University Bochum, Universitätsstr. 150, 44780, Bochum, Germany
| | - Sascha Saddeler
- Analytical Chemistry-Center for Electrochemical Sciences (CES), Faculty of Chemistry and Biochemistry, Ruhr University Bochum, Universitätsstr. 150, 44780, Bochum, Germany
| | - Pascal Telaar
- Laboratory of Industrial Chemistry, Faculty of Chemistry and Biochemistry, Ruhr University Bochum, Universitätsstr. 150, 44801, Bochum, Germany
| | - Yen-Ting Chen
- The Center for Solvation Science ZEMOS, Ruhr University Bochum, Universitätsstr. 150, 44801, Bochum, Germany
| | - Martin Muhler
- Laboratory of Industrial Chemistry, Faculty of Chemistry and Biochemistry, Ruhr University Bochum, Universitätsstr. 150, 44801, Bochum, Germany
| | - Wolfgang Schuhmann
- Analytical Chemistry-Center for Electrochemical Sciences (CES), Faculty of Chemistry and Biochemistry, Ruhr University Bochum, Universitätsstr. 150, 44780, Bochum, Germany
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3
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Huo X, Yu H, Xing B, Zuo X, Zhang N. Review of High Entropy Alloys Electrocatalysts for Hydrogen Evolution, Oxygen Evolution, and Oxygen Reduction Reaction. CHEM REC 2022; 22:e202200175. [PMID: 36108141 DOI: 10.1002/tcr.202200175] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2022] [Revised: 08/13/2022] [Indexed: 12/14/2022]
Abstract
Recently, high-entropy alloys (HEAs) have been extensively investigated due to their unique structural design, superior stability, excellent functional feature and superior mechanical performance. However, most of the reported HEAs focus on studying the compositional design and microstructure and mechanical properties of materials. There are relatively few studies on electrochemical performance and theoretical studies of HEAs. In addition, the potential applications of HEAs as energy storage materials for electrocatalysts have attracted widely attention in the development and application aspects of electrocatalysis. It can be attributed to their high conductivity, excellent structural stability and superior electrocatalytic activities with small overpotential and abundant active sites, which is comparable to the commercial noble metal catalysts. In this review, firstly, we briefly discuss the concept and structure characteristics of high entropy alloys. Then, the research progress of high-entropy alloys as electrocatalysis are also summarized, including hydrogen evolution reaction (HER), oxygen evolution reaction (OER) and oxygen reduction reaction (ORR), respectively. Finally, the future development trend of HEAs is also prospected for energy conversion fields.
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Affiliation(s)
- Xiaoran Huo
- School of Materials Science and Engineering, Shenyang University of Technology, Shenyang, 110870, P. R. China
| | - Huishu Yu
- School of Materials Science and Engineering, Shenyang University of Technology, Shenyang, 110870, P. R. China
| | - Bowei Xing
- School of Materials Science and Engineering, Shenyang University of Technology, Shenyang, 110870, P. R. China
| | - Xiaojiao Zuo
- School of Materials Science and Engineering, Shenyang University of Technology, Shenyang, 110870, P. R. China
| | - Nannan Zhang
- School of Materials Science and Engineering, Shenyang University of Technology, Shenyang, 110870, P. R. China
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4
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Löffler T, Ludwig A, Rossmeisl J, Schuhmann W. Was macht Hochentropie‐Legierungen zu außergewöhnlichen Elektrokatalysateuren? Angew Chem Int Ed Engl 2021. [DOI: 10.1002/ange.202109212] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Affiliation(s)
- Tobias Löffler
- Analytische Chemie – Zentrum für Elektrochemie (CES) Fakultät für Chemie und Biochemie Ruhr-Universität Bochum Universitätsstraße 150 44780 Bochum Deutschland
- Lehrstuhl Materials Discovery and Interfaces Institut für Werkstoffe Fakultät für Maschinenbau Ruhr-Universität Bochum Universitätsstraße 150 44780 Bochum Deutschland
- Zentrum für Grenzflächendominierte Höchstleistungswerkstoffe (ZGH) Ruhr-Universität Bochum Universitätsstraße 150 44780 Bochum Deutschland
| | - Alfred Ludwig
- Lehrstuhl Materials Discovery and Interfaces Institut für Werkstoffe Fakultät für Maschinenbau Ruhr-Universität Bochum Universitätsstraße 150 44780 Bochum Deutschland
- Zentrum für Grenzflächendominierte Höchstleistungswerkstoffe (ZGH) Ruhr-Universität Bochum Universitätsstraße 150 44780 Bochum Deutschland
| | - Jan Rossmeisl
- Center for High Entropy Alloy Catalysis (CHEAC) Department of Chemistry University of Copenhagen Universitetsparken 5 2100 København Dänemark
| | - Wolfgang Schuhmann
- Analytische Chemie – Zentrum für Elektrochemie (CES) Fakultät für Chemie und Biochemie Ruhr-Universität Bochum Universitätsstraße 150 44780 Bochum Deutschland
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5
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Pedersen JK, Clausen CM, Krysiak OA, Xiao B, Batchelor TAA, Löffler T, Mints VA, Banko L, Arenz M, Savan A, Schuhmann W, Ludwig A, Rossmeisl J. Bayesian Optimization of High‐Entropy Alloy Compositions for Electrocatalytic Oxygen Reduction**. Angew Chem Int Ed Engl 2021. [DOI: 10.1002/ange.202108116] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
Affiliation(s)
- Jack K. Pedersen
- Center for High Entropy Alloy Catalysis (CHEAC) Department of Chemistry University of Copenhagen Universitetsparken 5 2100 København Ø Denmark
| | - Christian M. Clausen
- Center for High Entropy Alloy Catalysis (CHEAC) Department of Chemistry University of Copenhagen Universitetsparken 5 2100 København Ø Denmark
| | - Olga A. Krysiak
- Center for Electrochemical Sciences (CES) Faculty of Chemistry and Biochemistry Ruhr University Bochum Universitätsstrasse 150 44780 Bochum Germany
| | - Bin Xiao
- Chair for Materials Discovery and Interfaces, Institute for Materials Faculty of Mechanical Engineering Ruhr University Bochum Universitätsstrasse 150 44780 Bochum Germany
| | - Thomas A. A. Batchelor
- Center for High Entropy Alloy Catalysis (CHEAC) Department of Chemistry University of Copenhagen Universitetsparken 5 2100 København Ø Denmark
| | - Tobias Löffler
- Center for Electrochemical Sciences (CES) Faculty of Chemistry and Biochemistry Ruhr University Bochum Universitätsstrasse 150 44780 Bochum Germany
- Chair for Materials Discovery and Interfaces, Institute for Materials Faculty of Mechanical Engineering Ruhr University Bochum Universitätsstrasse 150 44780 Bochum Germany
- ZGH Ruhr University Bochum Universitätsstrasse 150 44780 Bochum Germany
| | - Vladislav A. Mints
- Center for High Entropy Alloy Catalysis (CHEAC) Department of Chemistry, Biochemistry and Pharmaceutical Sciences University of Bern Freiestrasse 3 3012 Bern Switzerland
| | - Lars Banko
- Chair for Materials Discovery and Interfaces, Institute for Materials Faculty of Mechanical Engineering Ruhr University Bochum Universitätsstrasse 150 44780 Bochum Germany
| | - Matthias Arenz
- Center for High Entropy Alloy Catalysis (CHEAC) Department of Chemistry University of Copenhagen Universitetsparken 5 2100 København Ø Denmark
- Center for High Entropy Alloy Catalysis (CHEAC) Department of Chemistry, Biochemistry and Pharmaceutical Sciences University of Bern Freiestrasse 3 3012 Bern Switzerland
| | - Alan Savan
- Chair for Materials Discovery and Interfaces, Institute for Materials Faculty of Mechanical Engineering Ruhr University Bochum Universitätsstrasse 150 44780 Bochum Germany
| | - Wolfgang Schuhmann
- Center for Electrochemical Sciences (CES) Faculty of Chemistry and Biochemistry Ruhr University Bochum Universitätsstrasse 150 44780 Bochum Germany
| | - Alfred Ludwig
- Chair for Materials Discovery and Interfaces, Institute for Materials Faculty of Mechanical Engineering Ruhr University Bochum Universitätsstrasse 150 44780 Bochum Germany
- ZGH Ruhr University Bochum Universitätsstrasse 150 44780 Bochum Germany
| | - Jan Rossmeisl
- Center for High Entropy Alloy Catalysis (CHEAC) Department of Chemistry University of Copenhagen Universitetsparken 5 2100 København Ø Denmark
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6
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Pedersen JK, Clausen CM, Krysiak OA, Xiao B, Batchelor TAA, Löffler T, Mints VA, Banko L, Arenz M, Savan A, Schuhmann W, Ludwig A, Rossmeisl J. Bayesian Optimization of High-Entropy Alloy Compositions for Electrocatalytic Oxygen Reduction*. Angew Chem Int Ed Engl 2021; 60:24144-24152. [PMID: 34506069 PMCID: PMC8596574 DOI: 10.1002/anie.202108116] [Citation(s) in RCA: 30] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2021] [Revised: 08/24/2021] [Indexed: 11/17/2022]
Abstract
Active, selective and stable catalysts are imperative for sustainable energy conversion, and engineering materials with such properties are highly desired. High‐entropy alloys (HEAs) offer a vast compositional space for tuning such properties. Too vast, however, to traverse without the proper tools. Here, we report the use of Bayesian optimization on a model based on density functional theory (DFT) to predict the most active compositions for the electrochemical oxygen reduction reaction (ORR) with the least possible number of sampled compositions for the two HEAs Ag‐Ir‐Pd‐Pt‐Ru and Ir‐Pd‐Pt‐Rh‐Ru. The discovered optima are then scrutinized with DFT and subjected to experimental validation where optimal catalytic activities are verified for Ag–Pd, Ir–Pt, and Pd–Ru binary alloys. This study offers insight into the number of experiments needed for optimizing the vast compositional space of multimetallic alloys which has been determined to be on the order of 50 for ORR on these HEAs.
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Affiliation(s)
- Jack K Pedersen
- Center for High Entropy Alloy Catalysis (CHEAC), Department of Chemistry, University of Copenhagen, Universitetsparken 5, 2100, København Ø, Denmark
| | - Christian M Clausen
- Center for High Entropy Alloy Catalysis (CHEAC), Department of Chemistry, University of Copenhagen, Universitetsparken 5, 2100, København Ø, Denmark
| | - Olga A Krysiak
- Center for Electrochemical Sciences (CES), Faculty of Chemistry and Biochemistry, Ruhr University Bochum, Universitätsstrasse 150, 44780, Bochum, Germany
| | - Bin Xiao
- Chair for Materials Discovery and Interfaces, Institute for Materials, Faculty of Mechanical Engineering, Ruhr University Bochum, Universitätsstrasse 150, 44780, Bochum, Germany
| | - Thomas A A Batchelor
- Center for High Entropy Alloy Catalysis (CHEAC), Department of Chemistry, University of Copenhagen, Universitetsparken 5, 2100, København Ø, Denmark
| | - Tobias Löffler
- Center for Electrochemical Sciences (CES), Faculty of Chemistry and Biochemistry, Ruhr University Bochum, Universitätsstrasse 150, 44780, Bochum, Germany.,Chair for Materials Discovery and Interfaces, Institute for Materials, Faculty of Mechanical Engineering, Ruhr University Bochum, Universitätsstrasse 150, 44780, Bochum, Germany.,ZGH, Ruhr University Bochum, Universitätsstrasse 150, 44780, Bochum, Germany
| | - Vladislav A Mints
- Center for High Entropy Alloy Catalysis (CHEAC), Department of Chemistry, Biochemistry and Pharmaceutical Sciences, University of Bern, Freiestrasse 3, 3012, Bern, Switzerland
| | - Lars Banko
- Chair for Materials Discovery and Interfaces, Institute for Materials, Faculty of Mechanical Engineering, Ruhr University Bochum, Universitätsstrasse 150, 44780, Bochum, Germany
| | - Matthias Arenz
- Center for High Entropy Alloy Catalysis (CHEAC), Department of Chemistry, University of Copenhagen, Universitetsparken 5, 2100, København Ø, Denmark.,Center for High Entropy Alloy Catalysis (CHEAC), Department of Chemistry, Biochemistry and Pharmaceutical Sciences, University of Bern, Freiestrasse 3, 3012, Bern, Switzerland
| | - Alan Savan
- Chair for Materials Discovery and Interfaces, Institute for Materials, Faculty of Mechanical Engineering, Ruhr University Bochum, Universitätsstrasse 150, 44780, Bochum, Germany
| | - Wolfgang Schuhmann
- Center for Electrochemical Sciences (CES), Faculty of Chemistry and Biochemistry, Ruhr University Bochum, Universitätsstrasse 150, 44780, Bochum, Germany
| | - Alfred Ludwig
- Chair for Materials Discovery and Interfaces, Institute for Materials, Faculty of Mechanical Engineering, Ruhr University Bochum, Universitätsstrasse 150, 44780, Bochum, Germany.,ZGH, Ruhr University Bochum, Universitätsstrasse 150, 44780, Bochum, Germany
| | - Jan Rossmeisl
- Center for High Entropy Alloy Catalysis (CHEAC), Department of Chemistry, University of Copenhagen, Universitetsparken 5, 2100, København Ø, Denmark
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7
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Löffler T, Ludwig A, Rossmeisl J, Schuhmann W. What Makes High-Entropy Alloys Exceptional Electrocatalysts? Angew Chem Int Ed Engl 2021; 60:26894-26903. [PMID: 34436810 PMCID: PMC9292432 DOI: 10.1002/anie.202109212] [Citation(s) in RCA: 83] [Impact Index Per Article: 20.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2021] [Indexed: 12/17/2022]
Abstract
The formation of a vast number of different multielement active sites in compositionally complex solid solution materials, often more generally termed high‐entropy alloys, offers new and unique concepts in catalyst design, which mitigate existing limitations and change the view on structure–activity relations. We discuss these concepts by summarising the currently existing fundamental knowledge and critically assess the chances and limitations of this material class, also highlighting design strategies. A roadmap is proposed, illustrating which of the characteristic concepts could be exploited using which strategy, and which breakthroughs might be possible to guide future research in this highly promising material class for (electro)catalysis.
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Affiliation(s)
- Tobias Löffler
- Analytical Chemistry - Center For Electrochemical Sciences (CES), Faculty of Chemistry and Biochemistry, Ruhr University Bochum, Universitätsstr. 150, 44780, Bochum, Germany.,Chair for Materials Discovery and Interfaces, Institute for Materials, Faculty of Mechanical Engineering, Ruhr University Bochum, Universitätsstr. 150, 44780, Bochum, Germany.,Center for Interface-Dominated High-Performance Materials (ZGH), Ruhr University Bochum, Universitätsstr. 150, 44780, Bochum, Germany
| | - Alfred Ludwig
- Chair for Materials Discovery and Interfaces, Institute for Materials, Faculty of Mechanical Engineering, Ruhr University Bochum, Universitätsstr. 150, 44780, Bochum, Germany.,Center for Interface-Dominated High-Performance Materials (ZGH), Ruhr University Bochum, Universitätsstr. 150, 44780, Bochum, Germany
| | - Jan Rossmeisl
- Center for High Entropy Alloy Catalysis (CHEAC), Department of Chemistry, University of Copenhagen, Universitetsparken 5, 2100, København, Denmark
| | - Wolfgang Schuhmann
- Analytical Chemistry - Center For Electrochemical Sciences (CES), Faculty of Chemistry and Biochemistry, Ruhr University Bochum, Universitätsstr. 150, 44780, Bochum, Germany
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8
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Ipadeola AK, Haruna AB, Gaolatlhe L, Lebechi AK, Meng J, Pang Q, Eid K, Abdullah AM, Ozoemena KI. Efforts at Enhancing Bifunctional Electrocatalysis and Related Events for Rechargeable Zinc‐Air Batteries. ChemElectroChem 2021. [DOI: 10.1002/celc.202100574] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Affiliation(s)
- Adewale K. Ipadeola
- Molecular Sciences Institute, School of Chemistry University of the Witwatersrand Private Bag 3, PO Wits Johannesburg 2050 South Africa
| | - Aderemi B. Haruna
- Molecular Sciences Institute, School of Chemistry University of the Witwatersrand Private Bag 3, PO Wits Johannesburg 2050 South Africa
| | - Lesego Gaolatlhe
- Molecular Sciences Institute, School of Chemistry University of the Witwatersrand Private Bag 3, PO Wits Johannesburg 2050 South Africa
| | - Augustus K. Lebechi
- Molecular Sciences Institute, School of Chemistry University of the Witwatersrand Private Bag 3, PO Wits Johannesburg 2050 South Africa
| | - Jiashen Meng
- School of Materials Science and Engineering Peking University Beijing 100871 China
| | - Quanquan Pang
- School of Materials Science and Engineering Peking University Beijing 100871 China
| | - Kamel Eid
- Gas Processing Centre, College of Engineering Qatar University Doha 2713 Qatar
| | - Aboubakr M. Abdullah
- Centre for Advanced Materials, College of Engineering Qatar University Doha 2713 Qatar
| | - Kenneth I. Ozoemena
- Molecular Sciences Institute, School of Chemistry University of the Witwatersrand Private Bag 3, PO Wits Johannesburg 2050 South Africa
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9
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Batchelor TAA, Löffler T, Xiao B, Krysiak OA, Strotkötter V, Pedersen JK, Clausen CM, Savan A, Li Y, Schuhmann W, Rossmeisl J, Ludwig A. Complex-Solid-Solution Electrocatalyst Discovery by Computational Prediction and High-Throughput Experimentation*. Angew Chem Int Ed Engl 2021; 60:6932-6937. [PMID: 33372334 PMCID: PMC8048820 DOI: 10.1002/anie.202014374] [Citation(s) in RCA: 53] [Impact Index Per Article: 13.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2020] [Revised: 12/20/2020] [Indexed: 12/12/2022]
Abstract
Complex solid solutions ("high entropy alloys"), comprising five or more principal elements, promise a paradigm change in electrocatalysis due to the availability of millions of different active sites with unique arrangements of multiple elements directly neighbouring a binding site. Thus, strong electronic and geometric effects are induced, which are known as effective tools to tune activity. With the example of the oxygen reduction reaction, we show that by utilising a data-driven discovery cycle, the multidimensionality challenge raised by this catalyst class can be mastered. Iteratively refined computational models predict activity trends around which continuous composition-spread thin-film libraries are synthesised. High-throughput characterisation datasets are then used as input for refinement of the model. The refined model correctly predicts activity maxima of the exemplary model system Ag-Ir-Pd-Pt-Ru. The method can identify optimal complex-solid-solution materials for electrocatalytic reactions in an unprecedented manner.
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Affiliation(s)
- Thomas A. A. Batchelor
- Theoretical Catalysis—Center for High Entropy Alloy Catalysis (CHEAC)Department of ChemistryUniversity of CopenhagenUniversitetsparken 52100Copenhagen, KbhDenmark
| | - Tobias Löffler
- Analytical Chemistry—Center for Electrochemical Sciences (CES)Faculty of Chemistry and BiochemistryRuhr University BochumUniversitätsstr. 15044780BochumGermany
| | - Bin Xiao
- Chair for Materials Discovery and InterfacesInstitute for MaterialsFaculty of Mechanical EngineeringRuhr University BochumUniversitätsstr. 15044780BochumGermany
| | - Olga A. Krysiak
- Analytical Chemistry—Center for Electrochemical Sciences (CES)Faculty of Chemistry and BiochemistryRuhr University BochumUniversitätsstr. 15044780BochumGermany
| | - Valerie Strotkötter
- Chair for Materials Discovery and InterfacesInstitute for MaterialsFaculty of Mechanical EngineeringRuhr University BochumUniversitätsstr. 15044780BochumGermany
| | - Jack K. Pedersen
- Theoretical Catalysis—Center for High Entropy Alloy Catalysis (CHEAC)Department of ChemistryUniversity of CopenhagenUniversitetsparken 52100Copenhagen, KbhDenmark
| | - Christian M. Clausen
- Theoretical Catalysis—Center for High Entropy Alloy Catalysis (CHEAC)Department of ChemistryUniversity of CopenhagenUniversitetsparken 52100Copenhagen, KbhDenmark
| | - Alan Savan
- Chair for Materials Discovery and InterfacesInstitute for MaterialsFaculty of Mechanical EngineeringRuhr University BochumUniversitätsstr. 15044780BochumGermany
| | - Yujiao Li
- ZGHRuhr University BochumUniversitätsstr. 15044780BochumGermany
| | - Wolfgang Schuhmann
- Analytical Chemistry—Center for Electrochemical Sciences (CES)Faculty of Chemistry and BiochemistryRuhr University BochumUniversitätsstr. 15044780BochumGermany
| | - Jan Rossmeisl
- Theoretical Catalysis—Center for High Entropy Alloy Catalysis (CHEAC)Department of ChemistryUniversity of CopenhagenUniversitetsparken 52100Copenhagen, KbhDenmark
| | - Alfred Ludwig
- Chair for Materials Discovery and InterfacesInstitute for MaterialsFaculty of Mechanical EngineeringRuhr University BochumUniversitätsstr. 15044780BochumGermany
- ZGHRuhr University BochumUniversitätsstr. 15044780BochumGermany
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10
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Batchelor TAA, Löffler T, Xiao B, Krysiak OA, Strotkötter V, Pedersen JK, Clausen CM, Savan A, Li Y, Schuhmann W, Rossmeisl J, Ludwig A. Complex‐Solid‐Solution Electrocatalyst Discovery by Computational Prediction and High‐Throughput Experimentation**. Angew Chem Int Ed Engl 2021. [DOI: 10.1002/ange.202014374] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Affiliation(s)
- Thomas A. A. Batchelor
- Theoretical Catalysis—Center for High Entropy Alloy Catalysis (CHEAC) Department of Chemistry University of Copenhagen Universitetsparken 5 2100 Copenhagen, Kbh Denmark
| | - Tobias Löffler
- Analytical Chemistry—Center for Electrochemical Sciences (CES) Faculty of Chemistry and Biochemistry Ruhr University Bochum Universitätsstr. 150 44780 Bochum Germany
| | - Bin Xiao
- Chair for Materials Discovery and Interfaces Institute for Materials Faculty of Mechanical Engineering Ruhr University Bochum Universitätsstr. 150 44780 Bochum Germany
| | - Olga A. Krysiak
- Analytical Chemistry—Center for Electrochemical Sciences (CES) Faculty of Chemistry and Biochemistry Ruhr University Bochum Universitätsstr. 150 44780 Bochum Germany
| | - Valerie Strotkötter
- Chair for Materials Discovery and Interfaces Institute for Materials Faculty of Mechanical Engineering Ruhr University Bochum Universitätsstr. 150 44780 Bochum Germany
| | - Jack K. Pedersen
- Theoretical Catalysis—Center for High Entropy Alloy Catalysis (CHEAC) Department of Chemistry University of Copenhagen Universitetsparken 5 2100 Copenhagen, Kbh Denmark
| | - Christian M. Clausen
- Theoretical Catalysis—Center for High Entropy Alloy Catalysis (CHEAC) Department of Chemistry University of Copenhagen Universitetsparken 5 2100 Copenhagen, Kbh Denmark
| | - Alan Savan
- Chair for Materials Discovery and Interfaces Institute for Materials Faculty of Mechanical Engineering Ruhr University Bochum Universitätsstr. 150 44780 Bochum Germany
| | - Yujiao Li
- ZGH Ruhr University Bochum Universitätsstr. 150 44780 Bochum Germany
| | - Wolfgang Schuhmann
- Analytical Chemistry—Center for Electrochemical Sciences (CES) Faculty of Chemistry and Biochemistry Ruhr University Bochum Universitätsstr. 150 44780 Bochum Germany
| | - Jan Rossmeisl
- Theoretical Catalysis—Center for High Entropy Alloy Catalysis (CHEAC) Department of Chemistry University of Copenhagen Universitetsparken 5 2100 Copenhagen, Kbh Denmark
| | - Alfred Ludwig
- Chair for Materials Discovery and Interfaces Institute for Materials Faculty of Mechanical Engineering Ruhr University Bochum Universitätsstr. 150 44780 Bochum Germany
- ZGH Ruhr University Bochum Universitätsstr. 150 44780 Bochum Germany
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11
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Masa J, Andronescu C, Schuhmann W. Electrocatalysis as the Nexus for Sustainable Renewable Energy: The Gordian Knot of Activity, Stability, and Selectivity. Angew Chem Int Ed Engl 2020; 59:15298-15312. [PMID: 32608122 PMCID: PMC7496542 DOI: 10.1002/anie.202007672] [Citation(s) in RCA: 72] [Impact Index Per Article: 14.4] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2020] [Indexed: 01/11/2023]
Abstract
The use of renewable energy by means of electrochemical techniques by converting H2 O, CO2 and N2 into chemical energy sources and raw materials, is the basis for securing a future sustainable "green" energy supply. Some weaknesses and inconsistencies in the practice of determining the electrocatalytic performance, which prevents a rational bottom-up catalyst design, are discussed. Large discrepancies in material properties as well as in electrocatalytic activity and stability become obvious when materials are tested under the conditions of their intended use as opposed to the usual laboratory conditions. They advocate for uniform activity/stability correlations under application-relevant conditions, and the need for a clear representation of electrocatalytic performance by contextualization in terms of functional investigation or progress towards application is emphasized.
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Affiliation(s)
- Justus Masa
- Max Planck Institute for Chemical Energy ConversionStiftstrasse 34–3645470Mülheim an der RuhrGermany
| | - Corina Andronescu
- Faculty of ChemistryTechnical Chemistry IIIUniversity of Duisburg-EssenCarl-Benz-Str. 201, ZBT 24147057DuisburgGermany
| | - Wolfgang Schuhmann
- Analytical Chemistry—Center for Electrochemical Sciences (CES)Faculty of Chemistry and BiochemistryRuhr University BochumUniversitätstr. 15044780BochumGermany
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Masa J, Andronescu C, Schuhmann W. Elektrokatalyse als Nexus für nachhaltige erneuerbare Energien – der gordische Knoten aus Aktivität, Stabilität und Selektivität. Angew Chem Int Ed Engl 2020. [DOI: 10.1002/ange.202007672] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
Affiliation(s)
- Justus Masa
- Max Planck Institut für Chemische Energiekonversion Stiftstraße 34–36 45470 Mülheim an der Ruhr Deutschland
| | - Corina Andronescu
- Fakultät für Chemie Technische Chemie III Universität Duisburg-Essen Carl-Benz-Straße 201, ZBT 241 47057 Duisburg Deutschland
| | - Wolfgang Schuhmann
- Analytische Chemie – Zentrum für Elektrochemie (CES) Fakultät für Chemie und Biochemie Ruhr-Universität Bochum Universitätstraße 150 44780 Bochum Deutschland
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