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基于混合电池与氢/燃料电池储能系统的多源海上园区多目标能量管理
Multiobjective energy management of multi-source offshore parks assisted with hybrid battery and hydrogen/fuel-cell energy storage systems
| 作者 | Ehsan Kazemi-Robati · Sofia Varotto · Bernardo Silva · Irina Temiz |
| 期刊 | Applied Energy |
| 出版日期 | 2025年1月 |
| 卷/期 | 第 377 卷 |
| 技术分类 | 储能系统技术 |
| 技术标签 | 储能系统 |
| 相关度评分 | ★★★★★ 5.0 / 5.0 |
| 关键词 | A multiobjective energy management framework is proposed for hybrid offshore parks. |
语言:
中文摘要
摘要 随着混合型海上园区技术的近期发展以及未来大规模实施的预期,研究适当的能量管理策略以提高这些园区在电力系统中的并网能力变得至关重要。本文提出了一种多目标能量管理方法,采用由电池和氢/燃料电池系统组成的混合储能系统,应用于多源风浪联合及风-光联合海上园区,旨在最大化电能输送量的同时最小化输出功率的波动。为求解所定义的能量管理优化问题,本文提出一种基于权重因子集合分析的策略,构建帕累托前沿,并在混合整数线性规划框架下评估每个权重对应的优化问题。随后,采用模糊决策方法从帕累托前沿中选取最终最优解。本研究在不同地理位置下开展,并考虑了电力系统限制场景以及储能单元布置位置的不同方案。结果表明,所提出的多目标优化框架能够有效提升各类电力系统限制场景和储能装置组合布局下的混合海上园区能量输送能力,并显著降低输出功率波动。根据研究结果,在所有案例中不仅实现了输送能量的增加,还观察到功率波动幅度降低了约40%至80%以上。
English Abstract
Abstract With the recent advancements in the development of hybrid offshore parks and the expected large-scale implementation of them in the near future, it becomes paramount to investigate proper energy management strategies to improve the integrability of these parks into the power systems. This paper addresses a multiobjective energy management approach using a hybrid energy storage system comprising batteries and hydrogen/fuel-cell systems applied to multi-source wind-wave and wind-solar offshore parks to maximize the delivered energy while minimizing the variations of the power output. To find the solution of the optimization problem defined for energy management, a strategy is proposed based on the examination of a set of weighting factors to form the Pareto front while the problem associated with each of them is assessed in a mixed-integer linear programming framework. Subsequently, fuzzy decision making is applied to select the final solution among the ones existing in the Pareto front. The studies are implemented in different locations considering scenarios for electrical system limitation and the place of the storage units. According to the results, applying the proposed multiobjective framework successfully addresses the enhancement of energy delivery and the decrease in power output fluctuations in the hybrid offshore parks across all scenarios of electrical system limitation and combinational storage locations. Based on the results, in addition to the increase in delivered energy, a decrease in power variations by around 40 % up to over 80 % is observed in the studied cases.
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SunView 深度解读
该多目标能源管理技术对阳光电源海上新能源场站解决方案具有重要价值。研究中的混合储能系统(电池+氢燃料电池)与我司ST系列PCS及PowerTitan储能系统高度契合,可实现功率波动降低40-80%的优化效果。多源互补架构可结合SG系列光伏逆变器与储能系统协同控制,通过混合整数线性规划优化算法提升能量交付率。建议将模糊决策与Pareto前沿分析集成至iSolarCloud平台,开发海上风光储氢多能互补智能管理模块,强化GFM控制策略在弱电网场景的适应性,推动大规模海上能源基地储能系统技术升级。