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/10.48550/arxiv.2301.12325
YOU?
·
· 2023
· Open Access
·
· DOI: https://doi.org/10.48550/arxiv.2301.12325
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. While approaching equal current sharing within the MFCS, the proposed method considers the minimization of load-following error and mitigation of circulating current between the converters. Simulation results verify the effectiveness of the proposed method.
Related Topics
Concepts
Converters
Parametric statistics
Stack (abstract data type)
Controller (irrigation)
Computer science
Renewable energy
Power (physics)
Electric power system
Voltage
Electronic engineering
Engineering
Electrical engineering
Physics
Biology
Mathematics
Programming language
Agronomy
Statistics
Quantum mechanics
Metadata
- Type
- preprint
- Language
- en
- Landing Page
- http://arxiv.org/abs/2301.12325
- https://arxiv.org/pdf/2301.12325
- OA Status
- green
- Related Works
- 10
- OpenAlex ID
- https://openalex.org/W4318751711
All OpenAlex metadata
Raw OpenAlex JSON
- OpenAlex ID
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https://openalex.org/W4318751711Canonical identifier for this work in OpenAlex
- DOI
-
https://doi.org/10.48550/arxiv.2301.12325Digital Object Identifier
- Title
-
Data-Driven Load-Current Sharing Control for Multi-Stack Fuel Cell System with Circulating Current MitigationWork title
- Type
-
preprintOpenAlex work type
- Language
-
enPrimary language
- Publication year
-
2023Year of publication
- Publication date
-
2023-01-29Full publication date if available
- Authors
-
Yiqiao Xu, Xiaoyu Guo, Zhen Dong, Zhengtao Ding, Alessandra ParisioList of authors in order
- Landing page
-
https://arxiv.org/abs/2301.12325Publisher landing page
- PDF URL
-
https://arxiv.org/pdf/2301.12325Direct link to full text PDF
- Open access
-
YesWhether a free full text is available
- OA status
-
greenOpen access status per OpenAlex
- OA URL
-
https://arxiv.org/pdf/2301.12325Direct OA link when available
- Concepts
-
Converters, Parametric statistics, Stack (abstract data type), Controller (irrigation), Computer science, Renewable energy, Power (physics), Electric power system, Voltage, Electronic engineering, Engineering, Electrical engineering, Physics, Biology, Mathematics, Programming language, Agronomy, Statistics, Quantum mechanicsTop concepts (fields/topics) attached by OpenAlex
- Cited by
-
0Total citation count in OpenAlex
- Related works (count)
-
10Other works algorithmically related by OpenAlex
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| abstract_inverted_index.have | 17 |
| abstract_inverted_index.load | 62 |
| abstract_inverted_index.need | 89 |
| abstract_inverted_index.some | 111 |
| abstract_inverted_index.that | 107 |
| abstract_inverted_index.this | 142 |
| abstract_inverted_index.wide | 19 |
| abstract_inverted_index.Based | 164 |
| abstract_inverted_index.Cells | 14 |
| abstract_inverted_index.MFCS, | 189 |
| abstract_inverted_index.Thus, | 141 |
| abstract_inverted_index.While | 182 |
| abstract_inverted_index.aging | 118 |
| abstract_inverted_index.among | 79 |
| abstract_inverted_index.data. | 163 |
| abstract_inverted_index.drawn | 8 |
| abstract_inverted_index.equal | 184 |
| abstract_inverted_index.error | 198 |
| abstract_inverted_index.great | 9 |
| abstract_inverted_index.model | 96 |
| abstract_inverted_index.order | 66 |
| abstract_inverted_index.paper | 143 |
| abstract_inverted_index.power | 5, 25, 87 |
| abstract_inverted_index.that, | 151 |
| abstract_inverted_index.trend | 2 |
| abstract_inverted_index.under | 60 |
| abstract_inverted_index.using | 161 |
| abstract_inverted_index.which | 16, 35, 102 |
| abstract_inverted_index.(FCs), | 15 |
| abstract_inverted_index.System | 33 |
| abstract_inverted_index.change | 115 |
| abstract_inverted_index.global | 1 |
| abstract_inverted_index.hence, | 64 |
| abstract_inverted_index.method | 150, 192 |
| abstract_inverted_index.output | 53 |
| abstract_inverted_index.remedy | 45 |
| abstract_inverted_index.stacks | 57 |
| abstract_inverted_index.stress | 121 |
| abstract_inverted_index.system | 132, 153 |
| abstract_inverted_index.toward | 3 |
| abstract_inverted_index.varies | 58 |
| abstract_inverted_index.verify | 209 |
| abstract_inverted_index.within | 187 |
| abstract_inverted_index.(MFCS), | 34 |
| abstract_inverted_index.between | 204 |
| abstract_inverted_index.circuit | 95, 175 |
| abstract_inverted_index.control | 126, 157 |
| abstract_inverted_index.current | 185, 203 |
| abstract_inverted_index.design, | 101 |
| abstract_inverted_index.method. | 215 |
| abstract_inverted_index.overall | 174 |
| abstract_inverted_index.results | 208 |
| abstract_inverted_index.sharing | 78, 186 |
| abstract_inverted_index.stacks, | 41, 82 |
| abstract_inverted_index.utility | 24 |
| abstract_inverted_index.variety | 20 |
| abstract_inverted_index.voltage | 54 |
| abstract_inverted_index.without | 152 |
| abstract_inverted_index.Existing | 125 |
| abstract_inverted_index.However, | 51 |
| abstract_inverted_index.accounts | 103 |
| abstract_inverted_index.accurate | 94 |
| abstract_inverted_index.advanced | 83 |
| abstract_inverted_index.assembly | 38 |
| abstract_inverted_index.consider | 137 |
| abstract_inverted_index.control. | 181 |
| abstract_inverted_index.directly | 155 |
| abstract_inverted_index.hydrogen | 12 |
| abstract_inverted_index.laptops. | 28 |
| abstract_inverted_index.operated | 72 |
| abstract_inverted_index.produced | 177 |
| abstract_inverted_index.proposed | 191, 214 |
| abstract_inverted_index.stations | 26 |
| abstract_inverted_index.variable | 61 |
| abstract_inverted_index.attention | 10 |
| abstract_inverted_index.considers | 193 |
| abstract_inverted_index.converter | 84, 112 |
| abstract_inverted_index.designed. | 92 |
| abstract_inverted_index.essential | 98 |
| abstract_inverted_index.guarantee | 74 |
| abstract_inverted_index.long-term | 123 |
| abstract_inverted_index.obstacles | 47 |
| abstract_inverted_index.potential | 146 |
| abstract_inverted_index.renewable | 4 |
| abstract_inverted_index.Simulation | 207 |
| abstract_inverted_index.components | 113 |
| abstract_inverted_index.controller | 100 |
| abstract_inverted_index.converters | 160 |
| abstract_inverted_index.frameworks | 127 |
| abstract_inverted_index.generation | 6 |
| abstract_inverted_index.high-power | 49 |
| abstract_inverted_index.implements | 156 |
| abstract_inverted_index.mitigation | 200 |
| abstract_inverted_index.paralleled | 159 |
| abstract_inverted_index.parameters | 109 |
| abstract_inverted_index.parametric | 129 |
| abstract_inverted_index.predictive | 180 |
| abstract_inverted_index.repetitive | 120 |
| abstract_inverted_index.techniques | 134 |
| abstract_inverted_index.Multi-stack | 30 |
| abstract_inverted_index.approaching | 183 |
| abstract_inverted_index.appropriate | 76 |
| abstract_inverted_index.challenges. | 140 |
| abstract_inverted_index.circulating | 202 |
| abstract_inverted_index.conditions; | 63 |
| abstract_inverted_index.controllers | 85 |
| abstract_inverted_index.converters. | 206 |
| abstract_inverted_index.data-driven | 149 |
| abstract_inverted_index.efficiently | 71 |
| abstract_inverted_index.operations. | 124 |
| abstract_inverted_index.conditioning | 88 |
| abstract_inverted_index.dramatically | 59 |
| abstract_inverted_index.implementing | 179 |
| abstract_inverted_index.input/output | 167 |
| abstract_inverted_index.investigates | 144 |
| abstract_inverted_index.load-current | 77 |
| abstract_inverted_index.minimization | 195 |
| abstract_inverted_index.applications, | 22 |
| abstract_inverted_index.applications. | 50 |
| abstract_inverted_index.effectiveness | 211 |
| abstract_inverted_index.pre-collected | 166 |
| abstract_inverted_index.trajectories, | 168 |
| abstract_inverted_index.aforementioned | 139 |
| abstract_inverted_index.identification | 133 |
| abstract_inverted_index.load-following | 197 |
| abstract_inverted_index.non-parametric | 131, 170 |
| abstract_inverted_index.representation | 171 |
| abstract_inverted_index.identification, | 154 |
| cited_by_percentile_year | |
| countries_distinct_count | 0 |
| institutions_distinct_count | 5 |
| sustainable_development_goals[0].id | https://metadata.un.org/sdg/7 |
| sustainable_development_goals[0].score | 0.8199999928474426 |
| sustainable_development_goals[0].display_name | Affordable and clean energy |
| citation_normalized_percentile |