PSO-based robust H∞ controller design using cascade compensation network

被引:1
|
作者
Ali, Hazem I. [1 ]
Noor, Samsul Bahari Mohd [1 ]
Bashi, S. M. [1 ]
Marhaban, Mohammad Hamiruce [1 ]
机构
[1] Univ Putra Malaysia, Fac Engn, Dept Elect & Elect Engn, Serdang 43400, Malaysia
来源
IEICE ELECTRONICS EXPRESS | 2010年 / 7卷 / 12期
关键词
cascade compensation network; robust control; uncertain systems; pneumatic actuator; lag-lead controller; PID controller; H-infinity control; PSO; PNEUMATIC ACTUATOR;
D O I
10.1587/elex.7.832
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
This paper proposes a method for robust controller design using cascade compensation network. The method uses particle swarm optimization (PSO) to tune the controller and performance weighting function parameters by minimizing a cost function subject to H-infinity-norm specifications. Levy's curve fitting method is used to accurately express the multiplicative uncertainty function. The proposed method is applied to pneumatic servo actuator with system uncertainty and wide range of load variations as an example to illustrate the design procedure of the proposed controller. It is shown that the proposed controller presents robustness over a wide range of parameters change. A comparison with conventional H-infinity controller is presented.
引用
收藏
页码:832 / 838
页数:7
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