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风电变流技术 ★ 5.0

一种基于稳定性约束分区策略的风电接入电力系统两阶段分段经济调度模型

A novel two-phase piecewise economic dispatch model for wind-penetrated power systems using stability-constrained partition strategy

作者 Jianqiang Luo · Zhenglin Tan · Ziqian Huang · Pengli Zou · Jiahao Hu · Rufang Guan · Jiayu Rong · Hao Yin · Anbo Meng
期刊 Applied Energy
出版日期 2025年1月
卷/期 第 401 卷
技术分类 风电变流技术
相关度评分 ★★★★★ 5.0 / 5.0
关键词 A two-phase piecewise economic dispatch (TPED) model is proposed.
语言:

中文摘要

随着风力发电并网比例的持续增加,现代电力系统的稳定性面临严峻挑战,尤其是在经济调度方面。现有大多数研究主要关注传统发电机组的约束条件,而忽略了风力发电带来的动态影响。然而,随着风电占比不断提高,将风力发电对系统稳定性的影响纳入调度过程变得至关重要。为此,本文提出了一种新型的两阶段分段经济调度(TPED)模型,以应对风力发电与电网之间的动态交互问题。TPED模型的目标是在整个调度周期内最小化发电成本的同时,维持足够的稳定性裕度。本文提出了稳定性约束分区策略,该策略充分利用阻尼比函数的特性,并确保在每个调度时间区间内实现最优成本。此外,本文首次提出一种基于改进引导因子的CSO算法(GCSO),用于同步实现经济调度与稳定性控制。在集成风电场的IEEE 39节点系统上进行的实验验证了所提TPED模型的有效性,同时表明GCSO算法在求解多目标调度问题方面具有显著优势,能够确保系统在整个调度过程中始终处于强稳定区域。

English Abstract

The ever-increasing integration of wind power has posed stability challenges for modern power systems, especially in economic dispatch. Most studies focus on conventional generation constraints while neglecting wind power's dynamic impacts. However, as the proportion of wind power grows, it becomes imperative to include the stability impact of wind generation. A novel two-phase piecewise economic dispatch (TPED) model is proposed to address interactions between wind generation and power grids. The objective of TPED is to minimize generation costs while maintaining a sufficient stability margin during the scheduling periods. The stability-constrained partition strategy is proposed to leverage the characteristics of damping ratio functions and guarantee an optimal cost within each dispatch time interval. In addition, an improved guiding factor-based CSO (GCSO) is the first algorithm proposed to achieve simultaneous economic dispatch and stability control. Experiments on the IEEE 39-bus system integrated with wind farms demonstrate the effectiveness of the proposed TPED model and the advantages of GCSO in solving multi-objective scheduling problems by ensuring the system remains in a strong stable region throughout the entire scheduling process
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SunView 深度解读

该双阶段分段经济调度模型对阳光电源风电变流器及储能系统具有重要价值。文中提出的稳定性约束分区策略可应用于ST系列储能变流器的多目标优化控制,通过阻尼比函数特性实现经济性与稳定性平衡。所提GCSO算法可融入iSolarCloud平台的智能调度模块,优化风光储混合系统的实时经济调度。特别是针对高比例风电场景,可指导SG系列逆变器的GFM控制策略改进,在降低发电成本的同时保证电网稳定裕度,提升新能源消纳能力与系统安全运行水平。