通过基于模糊描述器的技术,对旋转倒置摆动控制的强大最佳控制
Duc-Binh Pham1, Quy-Thinh Dao1, Ngoc-Tam Bui2
1Hanoi University of Science and Technology, Hanoi, 11615, Vietnam.
Scientific reports
|March 7, 2024
概括
本研究介绍了Takagi-Sugeno模糊描述器系统的最佳控制器. 这些控制器确保了不确定性系统的稳定性,正如使用旋转反转所证明的那样.
科学领域:
- 控制系统工程 控制系统工程
- 模糊逻辑系统 模糊逻辑系统
- 非线性控制理论 不线性控制理论
背景情况:
- 塔卡吉-苏杰诺 (T-S) 模糊模型是模拟非线性系统的成熟框架.
- 模糊描述符系统扩展了TS模型,提供了增强的稳定性和灵活性.
- 不确定系统中的稳定性控制仍然是控制工程的一个重大挑战.
研究的目的:
- 为TS模糊描述器系统开发最佳和强大的最佳控制器.
- 使用线性矩阵不等式 (LMIs) 建立控制器设计的条件.
- 验证这些控制器在稳定具有不确定性的复杂系统中的有效性.
主要方法:
- 开发TS模糊描述器模型.
- 复杂不等式转换为线性矩阵不等式 (LMI).
- 设计和模拟最佳和强大的最佳控制器.
- 使用旋转倒置作为一个基准系统.
主要成果:
- 该研究成功地通过LMI推导了控制器构建的条件.
- 基于模糊描述符系统的控制器证明了其实际有效性.
- 尽管模型存在不确定性,但仍能稳定地控制反转的摆动.
结论:
- 基于模糊描述符的控制器提供了适应性和稳定性.
- 开发的控制器适用于复杂和不确定的环境.
- 这项工作为在具有挑战性的应用中开发先进的控制策略铺平了道路.
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