南方电网技术2025，Vol.19Issue(3)：130-140,11.DOI:10.13648/j.cnki.issn1674-0629.2025.03.012
考虑非严格凸成本建模的微电网分布式经济调度
Distributed Economic Dispatch of Microgrid Considering Non-Strictly-Convex Cost Modeling
摘要
Abstract
Distributed algorithms have significant advantages in communication,reliability,flexibility,and other aspects,demonstrat-ing their competitiveness in the economic dispatch of power grids.For this purpose,a multi-period economic dispatch model for microgrids is constructed,which includes transferable loads and purchasing electricity from the large power grid.A dynamic power constraint generation strategy based on the Karush-Kuhn-Tucker(KKT)condition is designed to address the issue that current distributed consensus dispatch algorithms cannot solve the problem of dispatch resource cost functions being non strictly convex.This strategy can dynamically modify the power constraints in the local optimization process,avoiding the centralized participation of transferable loads and purchasing electricity in response,and eliminating the impact of non strictly convex scheduling resource cost functions that prevent convergence of results.Finally,simulation examples verify the correctness and effectiveness of the proposed algorithm.关键词
微电网/经济调度/分布式算法/非严格凸/一致性算法Key words
microgrid/economic dispatch/distributed algorithm/non-strictly-convex/consensus algorithm分类
动力与电气工程引用本文复制引用
王颂,汪隆君,王钢,钟庆..考虑非严格凸成本建模的微电网分布式经济调度[J].南方电网技术,2025,19(3):130-140,11.基金项目
国家自然科学基金资助项目(51307063).Supported by the National Natural Science Foundation of China(51307063). （51307063）
