对于具有非精细非线性故障和不确定性的交换多代理系统的冲突受限控制
IEEE transactions on cybernetics
|September 26, 2025
概括
这项研究引入了一种新的冲突受约束控制方法,用于面临非affine非线性故障的交换多代理系统. 该方法确保了系统稳定性,即使参考信号暂时违反约束,解决现有方法的局限性.
科学领域:
- 控制理论 控制理论
- 非线性系统是非线性系统.
- 多代理系统 多代理系统
背景情况:
- 当参考信号违反系统约束时,现有的控制方法会遇到困难.
- 违反动态约束可能会使传统的后退控制变得无效.
- 非精细的非线性断层和切换行为使控制设计复杂化.
研究的目的:
- 为交换式多代理系统开发一个强大的冲突受约束控制方法.
- 为了应对参考信号与动态状态约束冲突的挑战.
- 为了弥补非affine非线性断层和切换效应.
主要方法:
- 虚拟圆的方法构建了一个安全的参考信号来管理约束冲突.
- 对于故障和开关补偿,使用一个共同的利亚普诺夫函数和辐射基函数神经网络.
- 转移函数集成到坐标转换中,以放松初始值约束.
主要成果:
- 拟议的方法有效地处理动态约束违规和参考信号冲突.
- 切换行为和非affine非线性故障得到了成功的补偿.
- 模拟实验验证开发的控制策略的有效性和稳定性.
结论:
- 新的冲突受约束控制方法提高了交换式多代理系统的安全性和稳定性.
- 该方法为具有动态约束和复杂故障条件的系统提供了可行的解决方案.
- 这项工作推进了在具有挑战性的条件下运行的非线性系统的控制策略.
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