推进非线性系统的全球监管:基于逻辑的切换收益方法
IEEE transactions on cybernetics
|October 15, 2024
概括
本研究介绍了一种基于逻辑的切换增益方法,用于未知增长率的非线性系统. 新方法提高了控制性能,实现了更快的融合和改进过渡反应.
科学领域:
- 控制理论 控制理论
- 非线性系统是非线性系统.
- 适应性控制控制是适应性的
背景情况:
- 现有的控制方法与未知输入-输出依赖的非线性增长率的前非线性系统作斗争.
- 解决这些不确定性对于实现强有力的全球监管至关重要.
研究的目的:
- 为未知非线性增长率的前非线性系统制定一种新的控制策略.
- 提高全球监管任务中的融合速度和过渡性绩效.
- 提出一个具有低复杂性的切换自适应输出反 (SAOF) 控制器.
主要方法:
- 建议采用基于逻辑的切换 (LBS) 增益方法,当不满足利亚普诺夫函数条件时,激活新的增益.
- 一个tanh类型的速度调节功能集成到开关机制中,以提高性能.
- 一个切换自适应输出反 (SAOF) 控制器是基于LBS机制设计的.
主要成果:
- 拟议的SAOF控制器为所考虑的非线性系统类别实现了全球监管.
- 与现有方法相比,证明了更快的融合速度和优越的过渡性能.
- 控制方法可以扩展到处理输送非线性系统中的外部干扰.
结论:
- 新的LBS增益方法有效地管理系统的不确定性和非线性.
- 该SAOF控制器为全球监管提供了一个简洁而低复杂的解决方案.
- 增强的开关机制为控制带有干扰的非线性系统提供了强大的框架.
相关概念视频
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