对非线性抛物线DPS的模糊边界采样数据控制
IEEE transactions on cybernetics
|September 26, 2023
概括
一种新的模糊边界采样数据 (SD) 控制方法可确保非线性抛物线分布式参数系统 (DPS) 使用Takagi-Sugeno模型和线性矩阵不等式的稳定性.
科学领域:
- 控制工程 控制工程 控制工程
- 应用数学 应用数学 应用数学
- 系统科学 系统科学
背景情况:
- 非线性抛物线分布式参数系统 (DPS) 存在重大控制挑战.
- 采样数据 (SD) 控制对于具有离散测量的系统至关重要.
- 模糊逻辑为处理系统非线性提供了一个框架.
研究的目的:
- 为非线性抛物线DPS引入模糊边界采样数据 (SD) 控制方法.
- 为了解决分布式和边界SD测量.
- 为了保证控制系统的指数稳定性.
主要方法:
- 使用Takagi-Sugeno (T-S) 模糊的抛物线部分微分方程 (PDE) 模型建模非线性抛物线DPS.
- 使用线性矩阵不等式 (LMIs) 设计一个模糊边界SD控制器.
- 采用不平等技术和稳定性分析的特定定理.
主要成果:
- 为模糊边界SD控制设计开发基于LMI的条件.
- 对闭环抛物线DPS的指数稳定性的证明.
- 通过两个模拟示例验证控制器的有效性.
结论:
- 拟议的模糊边界SD控制方法有效地稳定非线性抛物线DPS.
- 基于LMI的方法提供了一个系统的方式来设计强大的控制器.
- 该研究有助于对复杂分布式系统的控制策略的进步.
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