适应性统一输出约束控制不确定的相互连接的非线性系统与未知的测量漂移漂移
IEEE transactions on cybernetics
|March 4, 2025
概括
本研究引入了对具有未知测量漂移的不确定非线性系统的新控制策略. 该方法确保系统输出保持在界限内,并且所有状态都趋同,即使系统信息不可用.
科学领域:
- 控制理论 控制理论
- 非线性系统是非线性系统.
- 系统识别系统识别系统
背景情况:
- 在不确定的非线性系统中解决输出约束是具有挑战性的,因为未知的测量漂移和不可观察的状态.
- 现有的方法经常与不可区分的传感器输出函数和奇点问题作斗争.
研究的目的:
- 为不确定的相互连接的非线性系统制定统一的控制策略,在传感器输出中未知测量漂移.
- 确保系统输出在预定义的边界内严格受限.
- 为了保证所有系统状态的融合到一个任意小的邻里.
主要方法:
- 介绍了一种新的障碍力普诺夫函数,用于未知测量漂移.
- 增加功率集成器 (AAPI) 和动态表面控制 (DSC) 技术.
- 开发一个去中心化的控制方案来处理不可观察的状态和传感器非线性.
主要成果:
- 拟议的障碍Lyapunov函数均地处理带有和没有输出约束的系统.
- 增强的AAPI和DSC技术有效地管理未知的漂移,并避免控制器设计奇点.
- 分散控制器成功地限制了系统输出,并确保了状态的融合.
结论:
- 开发的控制策略有效地解决了不确定的非线性系统中的统一输出约束,其中具有未知的测量漂移.
- 该方法为具有不可观察状态和不可区分传感器功能的系统提供了强大的解决方案.
- 模拟示例验证了拟议的控制策略的有效性和实际适用性.
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