计算机与现代化 ›› 2023, Vol. 0 ›› Issue (03): 102-106.

• 算法设计与分析 • 上一篇    下一篇

计及需求响应的微电网多时间尺度调度仿真

  

  1. (福建农林大学金山学院,福建 福州 350000)
  • 出版日期:2023-04-17 发布日期:2023-04-17
  • 作者简介:韩沐枫(2000—),男,河南安阳人,硕士研究生,研究方向:电气仪表,E-mail: 2608507798@qq.com。
  • 基金资助:
    国家自然科学基金资助项目(51877161)

Multi-time Scale Scheduling Simulation of Microgrid Considering Demand Response

  1. (College of Jinshan, Fujian Agriculture and Forestry University, Fuzhou 350000, China)
  • Online:2023-04-17 Published:2023-04-17

摘要: 当前已有的微电网调度方法未考虑电源的发电特性以及需求响应侧问题,导致微电网调度后的功率无法达到理想值。本文提出一种计及需求响应的微电网多时间尺度调度方法。分析微电网中不同分布式电源的发电特性以及需求侧不同负荷的特性,同时通过负荷的特性对负荷分类。根据负荷分类结果,将微电网整体问题转换为居民住户优化问题和微电网多时间尺度问题,以最小电力花费以及最小充放电循环次数作为目标,构建微电网多时间尺度调度模型。进一步采用改进的萤火虫算法对模型进行求解,以获取最优调度方案。实验结果表明,所提方法可以获取最佳调度方案。

关键词: 计及需求响应, 微电网, 多时间尺度调度, 改进萤火虫算法

Abstract: The existing scheduling methods of microgrid do not consider the generation characteristics and demand response side of the power supply, resulting in the power of the microgrid after dispatching cannot reach the ideal value. Therefore, a multi-time scale scheduling method of microgrid taking the demand response into account is proposed. In the analysis of the generation characteristics of different distributed power sources in microgrid and the characteristics of different loads on the demand side, the load is classified according to the characteristics of loads. According to load classification results, the overall problem of microgrid is converted into resident residents optimization problems and multiple time scale problems. Taking the minimum power cost and the minimum charge and discharge cycles as the target, constructs a multiple time scale micro power grid scheduling model. The improved firefly algorithm is used to solve the model to obtain the optimal scheduling scheme. The experimental results show that the proposed method can obtain the optimal scheduling scheme.

Key words: taking into account demand response, microgrid, multi-time scale scheduling, improved firefly algorithm