کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
5004974 1369000 2014 7 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Research ArticleController design based on μ analysis and PSO algorithm
موضوعات مرتبط
مهندسی و علوم پایه سایر رشته های مهندسی کنترل و سیستم های مهندسی
پیش نمایش صفحه اول مقاله
Research ArticleController design based on μ analysis and PSO algorithm
چکیده انگلیسی


- Present a different approach to solve μ synthesis problem in order to obtain more practical controllers.
- Use a simple evolutionary algorithm to solve μ synthesis problem as an optimization problem.
- Use a benchmark system to show effectiveness of the proposed approach to solve μ synthesis problem.
- Compare the proposed controller with H∞ and μ synthesis controllers designed in Robust Control Toolbox of Matlab Software.

In this paper an evolutionary algorithm is employed to address the controller design problem based on μ analysis. Conventional solutions to μ synthesis problem such as D-K iteration method often lead to high order, impractical controllers. In the proposed approach, a constrained optimization problem based on μ analysis is defined and then an evolutionary approach is employed to solve the optimization problem. The goal is to achieve a more practical controller with lower order. A benchmark system named two-tank system is considered to evaluate performance of the proposed approach. Simulation results show that the proposed controller performs more effective than high order H∞ controller and has close responses to the high order D-K iteration controller as the common solution to μ synthesis problem.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: ISA Transactions - Volume 53, Issue 2, March 2014, Pages 517-523
نویسندگان
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