IEEE Transactions on Automatic Control · 2015 · 157 citations · 43 references
EngineeringSystems EngineeringDesign OptimizationOptimizationUncertainty QuantificationControl SystemsControl TheoryController DesignOptimization Under UncertaintyParameter OptimizationRobust ControlMinimizationNonsmooth OptimizationRobust Control DesignRobust Control Of Uncertain SystemsRobust DesignTest Bench DesignTest Bench Development
We present a new approach to parametric robust controller design, where we compute controllers of arbitrary order and structure which minimize the worst-case <inline-formula xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink"> <tex-math notation="TeX">$H_{\infty} $</tex-math></inline-formula> norm over a pre-specified set of uncertain parameters. At the core of our method is a nonsmooth minimization method tailored to functions which are semi-infinite minima of smooth functions. A rich test bench and a more detailed example illustrate the potential of the technique, which can deal with complex problems involving multiple possibly repeated uncertain parameters.
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