Multi-objective Robust Control System Design Based on Finite Frequency KYP Lemma and Its Applications

基于有限频率KYP引理的多目标鲁棒控制系统设计及其应用

• 批准号: 17360195
• 负责人: HARA Shinji
• 金额: $ 5.73万
• 依托单位: The University of Tokyo
• 依托单位国家: 日本
• 项目类别: Grant-in-Aid for Scientific Research (B)
• 财政年份: 2005
• 资助国家: 日本
• 起止时间: 2005 至 2007
• 项目状态: 已结题
• 来源: https://kaken.nii.ac.jp/grant/KAKENHI-PROJECT-17360195/
• 关键词: Control system design; Robust control; Multi-objective control; KYP lemma; Frequency characteristics; Linear matrix inequality

The purpose of this research project is to develop a unified theory of control synthesis based on the analytical results on generalized KYP lemma, which is a finite frequency version of the original KYP lemma Especially, our main focus are on a systematic design method considering the more practical situations and on the design algorithms.The results on the synthesis theory are as follows:(1) PID controller synthesis based on the generalized KYP lemma.(2) A time-domain interpretation of the generalized KYP lemma, which includes an equivalence of positive-realness in frequency-domain and passivity in time-domain as a special case. It is a first step of the investigation for nonlinear systems.(3) An SoS (Sum of Squares) decomposition characterization of the generalized KYP lemma The result is useful for plant design from the view point of control.(4) A dual characterization of the generalized KYP lemma and its computational complexity analysis.A analysis/synthesis tool box has been developed based on our theoretical results. We also implemented primal-dual algorithms for solving the generalized KYP based optimization problems and compared the computational costs. The comparison shows that the positive semi-definite optimization problems derived from the generalized KYP lemma are very hard to solve in general. This motivates us to develop a new algorithm considering the structure.

本研究项目的目的是基于广义 KYP 引理的分析结果开发统一的控制综合理论，广义 KYP 引理是原始 KYP 引理的有限频率版本。特别是，我们的主要重点是考虑更多的系统设计方法。综合理论的结果如下：(1)基于广义KYP引理的PID控制器综合。(2)广义KYP引理的时域解释，其中包括作为特例，频域中的正实性和时域中的无源性是等价的。这是非线性系统研究的第一步。(3) 广义 KYP 引理的 SoS（平方和）分解表征 该结果对于从控制角度来看的对象设计很有用。(4) 的双重表征广义KYP引理及其计算复杂度分析。根据我们的理论结果开发了一个分析/综合工具箱。我们还实现了原对偶算法来解决基于广义 KYP 的优化问题，并比较了计算成本。比较表明，由广义KYP引理导出的正半定优化问题一般来说很难解决。这促使我们开发一种考虑结构的新算法。

项目成果

Robust PID Using Generalized KYP Synthesis : Direct open-loop shaping in multiple frequency ranges

使用广义 KYP 综合的鲁棒 PID：在多个频率范围内直接开环整形

• 发表时间: 2006
• 期刊: Control System Magazine 26・1
• 作者: Shinji Hara;Tetsuya Iwasaki;Daisuke Shiokata
• 通讯作者: Daisuke Shiokata

Feedback control synthesis of multiple frequency domain specifications via generalized KYP lemma

• DOI: 10.1002/rnc.1123
• 发表时间: 2007-03
• 期刊: International Journal of Robust and Nonlinear Control
• 影响因子: 3.9
• 作者: T. Iwasaki;S. Hara

A Unification of Analytical Expressions for Control Performance Limitations via Reciprocal Transform

通过倒数变换统一控制性能限制的解析表达式

• 发表时间: 2007
• 作者: Shinji Hara;Tetsuya Iwasaki;Daisuke Shiokata;S. Hara
• 通讯作者: S. Hara