通过事件触发制技术优化离散时间多代理系统的控制效率,该技术结合了干扰处理和输入延迟管理
Hanen Louati1, Azmat Ullah Khan Niazi2, Mhassen E E Dalam3
1Mathematics Department, Faculty of Science, Northern Border University, Arar, KSA, Saudi Arabia.
Heliyon
|August 7, 2024
概括
本研究引入了一个事件触发的封闭控制系统,以优化多代理系统的控制器更新,有效地管理干扰和延迟,特别是在资源有限的环境中.
科学领域:
- 控制系统工程 控制系统工程
- 网络系统理论 网络系统理论
背景情况:
- 多代理系统面临的挑战是干扰和输入延迟.
- 优化控制器执行更新对于系统性能至关重要.
- 资源有限的环境需要有效的控制策略.
研究的目的:
- 为了减轻离散时间多代理系统中的干扰和输入延迟.
- 为了优化控制器 actuation 更新使用事件触发的限制控制系统.
- 在资源有限的场景中解决封闭控制问题.
主要方法:
- 实施一个分散和集中的事件触发控制系统.
- 矩阵理论和利亚普诺夫技术的应用,用于趋同分析.
- 开发一个事件触发条件的追随者调整.
主要成果:
- 成功地减轻了干扰和输入延迟.
- 优化控制器执行更新以提高效率.
- 通过收分析,证明了对Zeno现象的自由.
- 使用数值模拟验证了理论结果.
结论:
- 拟议的事件触发封闭控制系统有效地管理多代理系统在干扰和延迟的情况下.
- 该策略对于资源有限的环境尤其有利.
- 这种方法确保了系统的稳定性,并避免了Zeno现象.
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