大理大学学报 ›› 2026, Vol. 11 ›› Issue (6): 46-53.

• 物理学 • 上一篇    下一篇

基于IASO的微电网多时间尺度调度优化研究

  

  1. (1.大理大学工程学院,云南大理 671003; 2.中国联合网络通信有限公司洛阳市分公司,河南洛阳 471000)
  • 收稿日期:2025-03-20 出版日期:2026-06-15 发布日期:2026-06-30
  • 通讯作者: 孙秀桂,副教授,E-mail: xiugsun@163.com。
  • 作者简介:张嘉伟,硕士研究生,主要从事清洁能源智能微电网研究。
  • 基金资助:
    云南省教育厅科学研究基金项目(2022J0682)

Research on Multi-Time Scale Scheduling Optimization of Microgrids Based on IASO

  1. (1. College of Engineering, Dali University, Dali, Yunnan 671003, China; 2. Luoyang Branch, China United Network Communications Co., Ltd., Luoyang, Henan 471000, China)
  • Received:2025-03-20 Online:2026-06-15 Published:2026-06-30

摘要: 并网型微电网涵盖了光伏发电电池、风力发电机、蓄电池储能系统、柴油发电机以及多变的负荷,其内部设备间的复杂耦合关系,加之风光可再生能源的固有不确定性和负荷的波动性,给微电网调度带来挑战。为此,本研究构建了一个集成电价需求响应机制的微电网优化模型,以系统整体运行成本最小化为核心目标,通过改进原子搜索算法实现多时间尺度经济性最优调度。为确保策略的经济性和实效性,本研究采用经过优化的原子搜索算法,针对各时间尺度的微电网模型进行经济性的最优求解。这一举措旨在实现微电网系统对内部波动的快速响应,并确保整体的经济性达到最佳状态。

关键词: 多时间尺度, 并网型微电网, 协调调度, 改进原子搜索算法, 全局经济性

Abstract: The grid-connected microgrid encompasses photovoltaic cells, wind turbines, battery energy storage systems, diesel generators, and variable loads. The complex coupling relationships among its internal equipment, coupled with the inherent uncertainty of wind and solar renewable energy and the volatility of loads, pose challenges to microgrid dispatching. To address this, this study constructs an optimized microgrid model integrated with a demand response mechanism for electricity prices, with the core objective of minimizing the overall system operating cost. Through an improved atom search optimization, multi-time scale economic optimal dispatching is achieved. To ensure the economic feasibility and practicality of the strategy, the study employs an optimized atom search optimization to solve for the economic optimum of the microgrid model across various time scales. This initiative aims to enable rapid response to internal fluctuations in the microgrid system while ensuring optimal overall economic performance.

Key words: multi-time scale, grid-connected microgrid, coordinated scheduling, improved atom search optimization, global economy

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