Data-Driven Load-Current Sharing Control for Multi-Stack Fuel Cell System with Circulating Current Mitigation Article Swipe
Yiqiao Xu
,
Xiaoyu Guo
,
Zhen Dong
,
Zhengtao Ding
,
Alessandra Parisio
·
YOU?
·
· 2023
· Open Access
·
· DOI: https://doi.org/10.1016/j.ifacol.2023.10.1852
YOU?
·
· 2023
· Open Access
·
· DOI: https://doi.org/10.1016/j.ifacol.2023.10.1852
The global trend toward renewable power generation has drawn great attention to hydrogen Fuel Cells (FCs), which have a wide variety of applications, from utility power stations to laptops. The Multi-stack Fuel Cell System (MFCS), which is an assembly of FC stacks, can be a remedy for obstacles in high-power applications. However, the output voltage of FC stacks varies dramatically under variable load conditions; hence, in order for MFCS to be efficiently operated and guarantee an appropriate load-current sharing among the FC stacks, advanced converter controllers for power conditioning need to be designed. An accurate circuit model is essential for controller design, which accounts for the fact that the parameters of some converter components may change due to aging and repetitive stress in long-term operations. Existing control frameworks and parametric and non-parametric system identification techniques do not consider the aforementioned challenges. Thus, this paper investigates the potential of a data-driven method that, without system identification, directly implements control on paralleled converters using raw data. Based on pre-collected input/output trajectories, a non-parametric representation of the overall circuit is produced for implementing predictive control. To achieve proper current sharing, the proposed method considers also the mitigation of circulating current within the MFCS. Simulation results verify the effectiveness of the proposed method.
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Metadata
- Type
- article
- Language
- en
- Landing Page
- https://doi.org/10.1016/j.ifacol.2023.10.1852
- OA Status
- diamond
- Cited By
- 3
- References
- 26
- Related Works
- 10
- OpenAlex ID
- https://openalex.org/W4388903256
All OpenAlex metadata
Raw OpenAlex JSON
- OpenAlex ID
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https://openalex.org/W4388903256Canonical identifier for this work in OpenAlex
- DOI
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https://doi.org/10.1016/j.ifacol.2023.10.1852Digital Object Identifier
- Title
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Data-Driven Load-Current Sharing Control for Multi-Stack Fuel Cell System with Circulating Current MitigationWork title
- Type
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articleOpenAlex work type
- Language
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enPrimary language
- Publication year
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2023Year of publication
- Publication date
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2023-01-01Full publication date if available
- Authors
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Yiqiao Xu, Xiaoyu Guo, Zhen Dong, Zhengtao Ding, Alessandra ParisioList of authors in order
- Landing page
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https://doi.org/10.1016/j.ifacol.2023.10.1852Publisher landing page
- Open access
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YesWhether a free full text is available
- OA status
-
diamondOpen access status per OpenAlex
- OA URL
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https://doi.org/10.1016/j.ifacol.2023.10.1852Direct OA link when available
- Concepts
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Converters, Stack (abstract data type), Parametric statistics, Controller (irrigation), Computer science, Renewable energy, Identification (biology), Power (physics), Voltage, Engineering, Electrical engineering, Agronomy, Statistics, Botany, Mathematics, Quantum mechanics, Programming language, Physics, BiologyTop concepts (fields/topics) attached by OpenAlex
- Cited by
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3Total citation count in OpenAlex
- Citations by year (recent)
-
2025: 1, 2024: 2Per-year citation counts (last 5 years)
- References (count)
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26Number of works referenced by this work
- Related works (count)
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10Other works algorithmically related by OpenAlex
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