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基于维度分解的灵活性聚合实现互联系统非迭代协调
Non-Iterative Coordination of Interconnected Power Grids via Dimension-Decomposition-Based Flexibility Aggregation
| 作者 | Siyuan Wang · Cheng Feng · Fengqi You |
| 期刊 | IEEE Transactions on Power Systems |
| 出版日期 | 2025年8月 |
| 卷/期 | 第 41 卷 第 1 期 |
| 技术分类 | 系统并网技术 |
| 技术标签 | 并网逆变器 构网型GFM 模型预测控制MPC 微电网 |
| 相关度评分 | ★★★★ 4.0 / 5.0 |
| 关键词 |
语言:
中文摘要
本文提出一种维度分解法构建区域电网灵活性聚合模型,支持多区域电网间非迭代协调调度。该方法克服高维计算难题,降低保守性,提升计算效率,并具备明确物理意义,适用于大规模互联系统。
English Abstract
The bulk power grid is divided into regional grids interconnected with multiple tie-lines for efficient operation. Since interconnected power grids are operated by different control centers, coordinating dispatch across multiple regional grids is challenging. A viable solution is to compute a flexibility aggregation model for each regional power grid; then optimize the tie-line schedule using the aggregated models to implement non-iterative coordination. However, challenges such as intricate interdependencies and the curse of dimensionality persist in computing the aggregated models in high-dimensional space. Existing methods like Fourier-Motzkin elimination, vertex search, and multi-parameter programming are limited by dimensionality and conservatism, hindering their practical application. This paper presents a novel dimension-decomposition-based flexibility aggregation algorithm for calculating the aggregated models of multiple regional power grids, enabling non-iterative coordination in large-scale interconnected systems. Compared to existing methods, the proposed approach yields a significantly lower computational complexity and a less conservative flexibility region. The derived flexibility aggregation model for each regional power grid has a well-defined physical counterpart, which facilitates intuitive analysis of multi-port regional power grids and provides valuable insights into their internal resource endowments. Numerical tests validate the feasibility of the aggregated model and demonstrate its precision in coordinating interconnected power grids.
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SunView 深度解读
该研究对阳光电源ST系列PCS、PowerTitan储能系统及iSolarCloud平台在跨区域源网荷储协同调度中具有重要价值。其非迭代灵活性聚合模型可嵌入PCS的高级能量管理模块,提升多端口储能系统在微电网/省级虚拟电厂中的响应精度与实时性;建议在PowerTitan集群控制策略中集成该算法,增强构网型(GFM)模式下对主网调峰调频指令的快速解耦响应能力。