电器与能效管理技术Issue(5)：9-17,9.DOI:10.16628/j.cnki.2095-8188.2025.05.002
考虑源荷波动概率特性的直流微电网鲁棒优化调度方法
Robust Optimization Scheduling Method for DC Microgrid Considering Probability Characteristics of Source Load Fluctuations
余雪萍 1刘威凌 1曹斌 2肖宇琪 1周朋1
作者信息
- 1. 湖南工业大学 电气与信息工程学院,湖南株洲 412007
- 2. 国网湖南省电力有限公司 长沙供电分公司,湖南长沙 410118
- 折叠
摘要
Abstract
The increasing proportion of renewable energy integration has introduced more and more uncertain factors into the operation regulation of DC microgrid.The existing robust optimization scheduling results are too conservative,and the economic performance of the scheduling scheme is poor.Based on the probability distribution characteristics of the typical historical data,a new multi-probability interval uncertainty set is proposed to accurately describe the source and load fluctuations by fitting the confidence intervals of different source and load powers.Based on the proposed novel uncertainty set,a robust optimization scheduling model for DC microgrid is constructed.The column and constraint generation(C&CG)algorithm is used to simplify the model,and an optimization scheduling scheme that takes into account the economy and stability of power grid is obtained.Finally,by comparing the scheduling economy and accuracy of various uncertainty set description methods,the validity and feasibility of the proposed optimization method are verified.关键词
直流微电网/鲁棒优化/置信区间/多区间不确定集Key words
DC microgrid/robust optimization/confidence interval/multi-interval uncertainty set分类
信息技术与安全科学引用本文复制引用
余雪萍,刘威凌,曹斌,肖宇琪,周朋..考虑源荷波动概率特性的直流微电网鲁棒优化调度方法[J].电器与能效管理技术,2025,(5):9-17,9.
