对于具有适应性事件触发方案的执行器和的非线性多剂系统的共识.
Jing Xu1, Jun Huang1, Yueyuan Zhang1
1School of Mechanical and Electrical Engineering, Soochow University, Suzhou 215131, China.
ISA transactions
|May 5, 2024
概括
本研究涉及非线性多剂系统中的领导者-追随者共识,使用适应性事件触发方案来实现执行器和. 它引入了新的方法来减少控制设计的保守性,以提高系统性能.
科学领域:
- 控制系统工程 控制系统工程
- 机器人技术 机器人技术 机器人技术
- 网络化系统 网络化系统
背景情况:
- 多代理系统 (MAS) 由于非线性动力学和执行器和,在达成共识方面面临挑战.
- 现有的事件触发控制策略经常使用固定的参数,限制了适应性.
- 执行器和显著影响MAS中的系统稳定性和性能.
研究的目的:
- 为了研究非线性MAS与执行器和的领导者-追随者共识问题.
- 开发一个自适应事件触发控制方案,以动态调整参数.
- 提出和比较两种不同的处理执行器和的方法.
主要方法:
- 具有自动调整参数的适应性事件触发机制.
- 有两种和处理方法:以板块为界的条件和凸的船体表示.
- 使用增量二次限制来进行非线性函数的表征.
主要成果:
- 凸船体表示方法有效地减少了控制器设计的保守性,而不是与板块相关的条件相比.
- 适应机制在执行器和下增强了共识协议的稳定性.
- 在机械系统中通过数值示例证明了拟议方法的有效性.
结论:
- 拟议的自适应事件触发方案有效地解决了非线性MAS与执行器和的领导者-追随者共识问题.
- 凸船体方法为和系统中的控制器设计提供了一个不那么保守的替代方案.
- 这些发现为复杂的多代理应用中更先进的控制策略提供了基础.
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