A multi-agent optimal operation methodology of electric, thermal, and hydrogen integrated energy system based on ADMM algorithm Article Swipe
Dongxu Zhou
,
Jingzhou Xu
,
Can Zhang
,
Pengchao Wei
,
Guangsheng Pan
,
Zhongfan Gu
·
YOU?
·
· 2024
· Open Access
·
· DOI: https://doi.org/10.3389/fenrg.2024.1428303
YOU?
·
· 2024
· Open Access
·
· DOI: https://doi.org/10.3389/fenrg.2024.1428303
This article presents a study on the distributed optimization operation method for micro-energy grid clusters within an electric, thermal, and hydrogen integrated energy system. The research focuses on precisely modeling the Power-to-Hydrogen (P2H) conversion process in electrolytic cells by considering their startup characteristics. An optimization operation model is established, with each micro-energy grid as the principal entity, to cater to their individual interests and demands. The Alternating Direction Method of Multipliers (ADMM) algorithm is adopted for distributed solution. Case studies demonstrate that the connection topology between micro-energy grids significantly impacts the total operating cost, and the effectiveness of the ADMM algorithm is validated through a comparison with centralized optimization approaches.
Related Topics
Concepts
Computer science
Grid
Process (computing)
Energy (signal processing)
Grid connection
Energy transformation
Electric potential energy
Energy minimization
Thermal energy
Algorithm
Mathematical optimization
Distributed computing
Mathematics
Chemistry
Physics
Computational chemistry
Operating system
Statistics
Quantum mechanics
Thermodynamics
Geometry
Metadata
- Type
- article
- Language
- en
- Landing Page
- https://doi.org/10.3389/fenrg.2024.1428303
- OA Status
- gold
- Cited By
- 2
- References
- 25
- Related Works
- 10
- OpenAlex ID
- https://openalex.org/W4402020521
All OpenAlex metadata
Raw OpenAlex JSON
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https://openalex.org/W4402020521Canonical identifier for this work in OpenAlex
- DOI
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https://doi.org/10.3389/fenrg.2024.1428303Digital Object Identifier
- Title
-
A multi-agent optimal operation methodology of electric, thermal, and hydrogen integrated energy system based on ADMM algorithmWork title
- Type
-
articleOpenAlex work type
- Language
-
enPrimary language
- Publication year
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2024Year of publication
- Publication date
-
2024-08-29Full publication date if available
- Authors
-
Dongxu Zhou, Jingzhou Xu, Can Zhang, Pengchao Wei, Guangsheng Pan, Zhongfan GuList of authors in order
- Landing page
-
https://doi.org/10.3389/fenrg.2024.1428303Publisher landing page
- Open access
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YesWhether a free full text is available
- OA status
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goldOpen access status per OpenAlex
- OA URL
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https://doi.org/10.3389/fenrg.2024.1428303Direct OA link when available
- Concepts
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Computer science, Grid, Process (computing), Energy (signal processing), Grid connection, Energy transformation, Electric potential energy, Energy minimization, Thermal energy, Algorithm, Mathematical optimization, Distributed computing, Mathematics, Chemistry, Physics, Computational chemistry, Operating system, Statistics, Quantum mechanics, Thermodynamics, GeometryTop concepts (fields/topics) attached by OpenAlex
- Cited by
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2Total citation count in OpenAlex
- Citations by year (recent)
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2025: 2Per-year citation counts (last 5 years)
- References (count)
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25Number of works referenced by this work
- Related works (count)
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10Other works algorithmically related by OpenAlex
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