Optimization of Load Distribution Method for Hydropower Units Based on Output Fluctuation Constraint and Double-Layer Nested Model Article Swipe
Hong Pan
,
Zhengliang Luo
,
Chenyang Hang
,
Yuan Zheng
,
Fang Feng
,
Xiaonan Zheng
·
YOU?
·
· 2024
· Open Access
·
· DOI: https://doi.org/10.3390/math12050662
YOU?
·
· 2024
· Open Access
·
· DOI: https://doi.org/10.3390/math12050662
During the load distribution of hydropower units, the frequent crossing of vibration zones as well as large output fluctuations affect the stability of the power station. A multi-objective double-layer intelligent nesting model that considers the constraint of the output fluctuation of units is proposed to address these problems. The nonlinear constraint unit commitment optimization model layer is built based on outer dynamic programming, and the load distribution optimization model layer is constructed based on the improved biogeography-based optimization algorithm. Simultaneously, the unit output fluctuation constraint is established based on whether the unit combination changes in order to limit the unit output fluctuation. The results of this model indicate that compared with traditional load allocation models, the application of the method proposed in this paper can reduce the fluctuation range of unit output by 85.01%. In addition, except for the inevitable vibration zone crossings during startup and shutdown processes, the unit does not cross the vibration zone during operation, which greatly improves the unit’s vibration isolation and optimization capabilities. The multi-objective double-layer intelligent nested model proposed in this paper has significant advantages in the field of load allocation for hydropower units. It effectively improves the stability and reliability of unit operation, and this method can be applied to practical load allocation processes. It is of great significance for the research on load allocation optimization of hydropower units.
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- Type
- article
- Language
- en
- Landing Page
- https://doi.org/10.3390/math12050662
- https://www.mdpi.com/2227-7390/12/5/662/pdf?version=1708758565
- OA Status
- gold
- Cited By
- 3
- References
- 19
- Related Works
- 10
- OpenAlex ID
- https://openalex.org/W4392169476
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- OpenAlex ID
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https://openalex.org/W4392169476Canonical identifier for this work in OpenAlex
- DOI
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https://doi.org/10.3390/math12050662Digital Object Identifier
- Title
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Optimization of Load Distribution Method for Hydropower Units Based on Output Fluctuation Constraint and Double-Layer Nested ModelWork title
- Type
-
articleOpenAlex work type
- Language
-
enPrimary language
- Publication year
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2024Year of publication
- Publication date
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2024-02-24Full publication date if available
- Authors
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Hong Pan, Zhengliang Luo, Chenyang Hang, Yuan Zheng, Fang Feng, Xiaonan ZhengList of authors in order
- Landing page
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https://doi.org/10.3390/math12050662Publisher landing page
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https://www.mdpi.com/2227-7390/12/5/662/pdf?version=1708758565Direct link to full text PDF
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goldOpen access status per OpenAlex
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https://www.mdpi.com/2227-7390/12/5/662/pdf?version=1708758565Direct OA link when available
- Concepts
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Hydropower, Constraint (computer-aided design), Distribution (mathematics), Computer science, Mathematical optimization, Control theory (sociology), Mathematics, Engineering, Mechanical engineering, Mathematical analysis, Electrical engineering, Artificial intelligence, Control (management)Top concepts (fields/topics) attached by OpenAlex
- Cited by
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3Total citation count in OpenAlex
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2025: 2, 2024: 1Per-year citation counts (last 5 years)
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10Other works algorithmically related by OpenAlex
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| publication_date | 2024-02-24 |
| publication_year | 2024 |
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