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A power allocation strategy for fuel cell ship considering fuel cell performance difference
This paper focuses on designing a power allocation strategy for a fuel cell ship. The performance of the fuel cell varies during operation, so a power allocation strategy considering fuel cell performance differences is proposed, which consists of two layers. In the first layer, the maximum power an...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10279748/ https://www.ncbi.nlm.nih.gov/pubmed/37337036 http://dx.doi.org/10.1038/s41598-023-37076-2 |
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author | Cao, Wei Geng, Pan Xu, Xiaoyan Guo, Yi Ma, Zhanxin |
author_facet | Cao, Wei Geng, Pan Xu, Xiaoyan Guo, Yi Ma, Zhanxin |
author_sort | Cao, Wei |
collection | PubMed |
description | This paper focuses on designing a power allocation strategy for a fuel cell ship. The performance of the fuel cell varies during operation, so a power allocation strategy considering fuel cell performance differences is proposed, which consists of two layers. In the first layer, the maximum power and maximum efficiency of each fuel cell system (FCS) are updated in real-time with an online parameter identification model, which is composed of the fuel cell semi-empirical model and adaptive Kalman filter. The second layer takes the state of charge of the battery energy storage system, the maximum power, and the maximum efficiency as inputs for power allocation. Compared with the equal allocation strategy and daisy chain strategy, the total hydrogen consumption reduces by 5.3% and 15.1% and the total output power of the FCS with poor performance reduces by 14.1% and 15.7%. The results show that the proposed method can improve the efficiency of the ship power system and reduce the operational burden of the FCS with poor performance. |
format | Online Article Text |
id | pubmed-10279748 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-102797482023-06-21 A power allocation strategy for fuel cell ship considering fuel cell performance difference Cao, Wei Geng, Pan Xu, Xiaoyan Guo, Yi Ma, Zhanxin Sci Rep Article This paper focuses on designing a power allocation strategy for a fuel cell ship. The performance of the fuel cell varies during operation, so a power allocation strategy considering fuel cell performance differences is proposed, which consists of two layers. In the first layer, the maximum power and maximum efficiency of each fuel cell system (FCS) are updated in real-time with an online parameter identification model, which is composed of the fuel cell semi-empirical model and adaptive Kalman filter. The second layer takes the state of charge of the battery energy storage system, the maximum power, and the maximum efficiency as inputs for power allocation. Compared with the equal allocation strategy and daisy chain strategy, the total hydrogen consumption reduces by 5.3% and 15.1% and the total output power of the FCS with poor performance reduces by 14.1% and 15.7%. The results show that the proposed method can improve the efficiency of the ship power system and reduce the operational burden of the FCS with poor performance. Nature Publishing Group UK 2023-06-19 /pmc/articles/PMC10279748/ /pubmed/37337036 http://dx.doi.org/10.1038/s41598-023-37076-2 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Cao, Wei Geng, Pan Xu, Xiaoyan Guo, Yi Ma, Zhanxin A power allocation strategy for fuel cell ship considering fuel cell performance difference |
title | A power allocation strategy for fuel cell ship considering fuel cell performance difference |
title_full | A power allocation strategy for fuel cell ship considering fuel cell performance difference |
title_fullStr | A power allocation strategy for fuel cell ship considering fuel cell performance difference |
title_full_unstemmed | A power allocation strategy for fuel cell ship considering fuel cell performance difference |
title_short | A power allocation strategy for fuel cell ship considering fuel cell performance difference |
title_sort | power allocation strategy for fuel cell ship considering fuel cell performance difference |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10279748/ https://www.ncbi.nlm.nih.gov/pubmed/37337036 http://dx.doi.org/10.1038/s41598-023-37076-2 |
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