共 2 条
Large-scale off-grid wind power hydrogen production multi-tank combination operation law and scheduling strategy taking into account alkaline electrolyzer characteristics
被引:3
|作者:
Liang, Tao
[1
]
Chen, Mengjing
[1
]
Tan, Jianxin
[2
]
Jing, Yanwei
[2
]
Lv, Liangnian
[3
]
Yang, Wenbo
[1
]
机构:
[1] Hebei Univ Technol, Sch Artificial Intelligence, Tianjin 300401, Peoples R China
[2] Hebei Jiantou New Energy Co Ltd, Shijiazhuang 050011, Peoples R China
[3] Goldwind Sci & Technol Co Ltd, Beijing 102600, Peoples R China
来源:
关键词:
Off-grid hydrogen production;
Multi-electrolyzer;
Switching strategies;
POA;
WATER ELECTROLYSIS;
MODEL;
SIMULATION;
OPTIMIZATION;
D O I:
10.1016/j.renene.2024.121122
中图分类号:
X [环境科学、安全科学];
学科分类号:
08 ;
0830 ;
摘要:
This paper proposes a multi-electrolyzer switching scheduling strategy based on the Pelican Optimization Algorithm (POA) to enhance the efficiency of large-scale wind power hydrogen production systems. To validate the effectiveness of the proposed strategy, we analyzed wind power data from three typical days in northern Hebei, China, with a 2.5 MW wind turbine output. We designed three strategies for comparative analysis: a simple startstop strategy, a rule-based multi-electrolyzer switching strategy, and a POA-based multi-electrolyzer switching strategy. The study results demonstrate that the POA-based strategy exhibits higher hydrogen production efficiency and system stability under various wind conditions. Particularly, in extreme wind scenarios, this strategy significantly reduces the start-stop cycles of electrolyzers, thereby lowering operational costs and improving overall system performance. The main contribution of this study lies in the novel optimization algorithm and its validation through real-world data, demonstrating its effectiveness in large-scale wind power hydrogen production systems. Our findings provide new insights for enhancing the utilization of renewable energy and the economics of hydrogen production systems.
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页数:13
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