南昌大学学报(理科版)2024,Vol.48Issue(1) :95-102.

基于时变增益的微电网分布式预定时间经济调度算法

Distributed predefined-time economic dispatch algorithm for micro-grid based on time-varying gain

郭志军 洪宝源 黎倩 汤明
南昌大学学报(理科版)2024,Vol.48Issue(1) :95-102.

基于时变增益的微电网分布式预定时间经济调度算法

Distributed predefined-time economic dispatch algorithm for micro-grid based on time-varying gain

郭志军 1洪宝源 1黎倩 2汤明2
扫码查看

作者信息

  • 1. 南昌大学信息工程学院,江西南昌 330031
  • 2. 南昌大学先进制造学院,江西南昌 330031
  • 折叠

摘要

针对微电网的经济调度问题,本文提出了 一种基于时变增益的预定时间分布式优化算法.不同于传统渐进/指数收敛算法,本文提出的算法能保证发电单元输出功率在给定时间内收敛于最优值.同时,该给定时间可由设计者根据任务需要提前设定,且不受系统初始条件及系统控制参数影响.利用凸优化理论、李雅普诺夫稳定性理论,综合分析了算法的预定时间收敛性能.最后,通过数值仿真案例验证了算法的有效性.

Abstract

This paper proposed a time-varying gain-basedpredetermined time distributed optimization algorithm for the eco-nomic dispatch problem in micro grids.Different from the existing distributed dispatch algorithms with asymptotical exponential convergence rates,our proposed algorithm ensured that the output power of each generator converged to the global optimal point within a given time.Moreover,this predetermined time can be set in advance by the designer according to the task require-ments and was independent of the initial conditions of the system or the control parameters.By exploiting the convex optimiza-tion theory and Lyapunov stability theory,the predefined-time convergence performance was analyzed.Finally,several numerical examples wereprovided to show the effectiveness of the presented distributed predefined-time economic dispatch algorithm.

关键词

分布式经济调度/微电网/预定时间收敛/多智能体系统

Key words

distributed economic dispatch/micro-grid/predefined-time convergence/multi-agent system

引用本文复制引用

基金项目

国家自然科学基金(62303206)

国家自然科学基金(62163026)

国家自然科学基金(62305145)

江西省自然科学基金(20224BAB212019)

江西省自然科学基金(20224BAB212018)

出版年

2024
南昌大学学报(理科版)
南昌大学

南昌大学学报(理科版)

CSTPCD
影响因子:0.418
ISSN:1006-0464
参考文献量30
段落导航相关论文