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考虑长时氢储能与多重不确定性的电-气-氢综合能源系统优化规划
Optimal Planning for Electricity–Gas–Hydrogen Integrated Energy Systems Considering Intertemporal Long-term Hydrogen Storage and Multiple Uncertainties
| 作者 | Jingxuan Zhang · Xinyue Chang · Yixun Xue · Xiang Bai · Zening Li · Peng Wang |
| 期刊 | IEEE Transactions on Power Systems |
| 出版日期 | 2025年6月 |
| 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 | 综合能源系统 电力-氢气与电力-天然气互换系统 跨期氢能存储 多不确定性 规划方法 |
语言:
中文摘要
为解决综合能源系统中能源供需长期失衡的问题,提出了一种涉及跨期长期储氢的电 - 氢和电 - 气互换系统。在该系统中,跨期氢能存储确保了全年荷电状态的连续性,以实现日内和日间的充放电,促进可再生能源消纳和能源的跨期转移。此外,考虑了影响能量转换设备效率和场景概率的多种不确定性因素。为应对综合能源系统中的多种不确定性,提出了一种将随机模型和鲁棒模型相结合的混合方法,并采用不确定性调整参数来灵活微调规划方案的保守程度。然后,将列与约束生成算法和鲁棒对偶理论相结合,将原问题分解为具有混合整数线性特征的主问题和子问题。通过交替求解这些子问题,可得到原问题的最优解。最后,通过案例研究验证了所提出的模型和规划方法在典型场景和极端场景下的优越性和有效性。
English Abstract
To address the persistent imbalance between energy supply and demand in integrated energy systems, a power–hydrogen and power–gas interchange system involving intertemporal long-term hydrogen storage is proposed. In this system, intertemporal hydrogen energy storage guarantees the continuity of the charge state throughout the year for intraday and day-to-day charging/discharging to facilitate renewable energy consumption and the transfer of energy over time. Moreover, multiple uncertainties affecting the efficiency of energy conversion equipment and scenario probabilities are considered. To address the multiple uncertainties in integrated energy systems, a hybrid approach that combines stochastic and robust models is proposed, and an uncertainty adjustment parameter is adopted to flexibly fine-tune the conservatism of the planning scheme. Then, a column and constrained generation algorithm and robust dyadic theory are combined to decompose the original problem into a master problem with mixed-integer linear characteristics and subproblems. These subproblems are solved alternately, allowing us to derive the optimal solution for the original problem. Finally, the superiority and validity of the proposed model and planning method in both typical and extreme scenarios are verified through case studies.
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SunView 深度解读
该电-气-氢综合能源系统优化规划技术对阳光电源储能与氢能业务具有重要应用价值。长时氢储能的跨时段调节特性可与PowerTitan储能系统形成互补,电化学储能负责短时调频调峰,氢储能实现季节性能量平衡,提升ST系列储能变流器在多能耦合场景的应用深度。鲁棒优化与随机规划相结合的不确定性处理方法,可直接应用于iSolarCloud平台的能量管理系统,优化SG光伏逆变器出力预测与储能调度策略。该研究为阳光电源拓展电解槽、氢储能等氢能装备提供理论支撑,推动构建'光伏+储能+氢能'一体化解决方案,增强高比例可再生能源消纳能力与系统经济性。