蚌埠学院学报2024,Vol.13Issue(5) :73-77.

基于分布式模型预测控制的多智能体一致性控制

Multi-agent Consensus Control Based on Distributed Model Predictive Control

李壮 方贞琪 魏锦乐 王强 陈章宝
蚌埠学院学报2024,Vol.13Issue(5) :73-77.

基于分布式模型预测控制的多智能体一致性控制

Multi-agent Consensus Control Based on Distributed Model Predictive Control

李壮 1方贞琪 1魏锦乐 1王强 1陈章宝1
扫码查看

作者信息

  • 1. 蚌埠学院 电子与电气工程学院,安徽 蚌埠 233030
  • 折叠

摘要

考虑具有控制输入的多智能体系统一致性控制问题,提出了分布式模型预测控制策略.应用图论来表征车辆之间的通信关系,多智能体中每个子系统之间是相互解耦的,且其优化问题除了与本身的子系统状态信息有关外,还与邻居的状态有关;应用模型预测控制、滚动时域以及备选李雅普诺夫函数,建立了系统稳定性和优化问题的递推性的充分条件,各智能体的状态收敛到相同值,实现了多智能体一致性协同控制.通过数值仿真,验证了本研究所提策略的有效性.

Abstract

Considering the problem of consistency control for multi-agent systems with control inputs,a distributed model predictive control strategy is proposed.The communication relationship between vehicles is represented by graph theory.Each subsystem in multi-agent is decoupled from each other,and its opti-mization problem is related not only to its own subsystem state information,but also to the neighbor state.By using model predictive control,rolling time domain and alternative Lyapunov function,sufficient condi-tions for system stability and recursion of optimization problem are established,the state of each agent con-verges to the same value to achieve multi-agent cooperative consistency control.The effectiveness of the proposed strategy is verified by numerical simulation.

关键词

多智能体/模型预测控制/一致性/稳定性

Key words

multi-agent/model predictive control/consensus/stability

引用本文复制引用

基金项目

蚌埠学院自然科学研究项目(2023ZR04)

蚌埠学院校级重点科学研究项目(2021ZR04zd)

安徽省高校自然科学研究重点项目(2023AH052933)

出版年

2024
蚌埠学院学报
蚌埠学院

蚌埠学院学报

影响因子:0.231
ISSN:2095-297X
参考文献量5
段落导航相关论文