Machine-learning-assisted prediction of long-term performance degradation on solid oxide fuel cell cathodes induced by chromium poisoning-Reference-Cited by-同舟云学术

Machine-learning-assisted prediction of long-term performance degradation on solid oxide fuel cell cathodes induced by chromium poisoning

Published:2022 Issue:44 Volume:10 Page:23683-23690
ISSN:2050-7488
Container-title:Journal of Materials Chemistry A
language:en
Short-container-title:J. Mater. Chem. A

Author:

Yang Kaichuang¹²^ORCID,Liu Jiapeng³⁴^ORCID,Wang Yuhao³⁴,Shi Xiangcheng⁵,Wang Jingle⁶,Lu Qiyang²⁷^ORCID,Ciucci Francesco³⁴⁸⁹^ORCID,Yang Zhibin⁶^ORCID

Affiliation:

1. School of Materials Science and Engineering, Zhejiang University, Hangzhou, 310058, P. R. China

2. School of Engineering, Westlake University, Hangzhou, 310024, P. R. China

3. HKUST Shenzhen-Hong Kong Collaborative Innovation Research Institute, Futian, Shenzhen, P. R. China

4. Department of Mechanical and Aerospace Engineering, The Hong Kong University of Science and Technology, Clear Water Bay, Hong Kong SAR, P. R. China

5. Department of Chemistry, National University of Singapore, 3 Science Drive 3, Singapore, 117543, Republic of Singapore

6. Research Center of Solid Oxide Fuel Cell, China University of Mining & Technology-Beijing, Beijing, 100083, P. R. China

7. Key Laboratory of 3D Micro/Nano Fabrication and Characterization of Zhejiang Province, Westlake University, Hangzhou 310024, P. R. China

8. Department of Chemical and Biological Engineering, The Hong Kong University of Science and Technology, Clear Water Bay, Hong Kong SAR, P. R. China

9. HKUST Energy Institute, The Hong Kong University of Science and Technology, Clear Water Bay, Kowloon, Hong Kong SAR, P. R. China

Abstract

We implement the machine-learning-assisted (MLA) method to predict the long-term stability of Solid Oxide Fuel Cell (SOFC) cathodes under the influence of Cr poisoning.

Funder

National Natural Science Foundation of China

National Key Research and Development Program of China

Research Grants Council, University Grants Committee

Publisher

Royal Society of Chemistry (RSC)

Subject

General Materials Science,Renewable Energy, Sustainability and the Environment,General Chemistry

Link

http://pubs.rsc.org/en/content/articlepdf/2022/TA/D2TA03944C

Reference66 articles.

1. Progress and outlook for solid oxide fuel cells for transportation applications