μ-Synthesis for Fractional-Order Robust Controllers

被引:16
作者
Mihaly, Vlad [1 ]
Susca, Mircea [1 ]
Morar, Dora [1 ]
Stanese, Mihai [1 ]
Dobra, Petru [1 ]
机构
[1] Tech Univ Cluj Napoca, Dept Automat, Str G Baritiu 26-28, Cluj Napoca 400027, Romania
关键词
mu-synthesis; robust control; fractional-order control; swarm optimization; artificial bee colony optimization; CNC machine; mixed sensitivity; D-K iteration; Linear Matrix Inequality; DESIGN;
D O I
10.3390/math9080911
中图分类号
O1 [数学];
学科分类号
0701 ; 070101 ;
摘要
The current article presents a design procedure for obtaining robust multiple-input and multiple-output (MIMO) fractional-order controllers using a mu-synthesis design procedure with D-K iteration. mu-synthesis uses the generalized Robust Control framework in order to find a controller which meets the stability and performance criteria for a family of plants. Because this control problem is NP-hard, it is usually solved using an approximation, the most common being the D-K iteration algorithm, but, this approximation leads to high-order controllers, which are not practically feasible. If a desired structure is imposed to the controller, the corresponding K step is a non-convex problem. The novelty of the paper consists in an artificial bee colony swarm optimization approach to compute the nearly optimal controller parameters. Further, a mixed-sensitivity mu-synthesis control problem is solved with the proposed approach for a two-axis Computer Numerical Control (CNC) machine benchmark problem. The resulting controller using the described algorithm manages to ensure, with mathematical guarantee, both robust stability and robust performance, while the high-order controller obtained with the classical mu-synthesis approach in MATLAB does not offer this.
引用
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页数:21
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