Title :
Parametric Robust Structured Control Design
Author :
Apkarian, Pierre ; Minh Ngoc Dao ; Noll, Dominikus
Author_Institution :
Control Syst. Dept., Office Nat. d´Etudes et de Rech. Aerospatiales (ONERA), Toulouse, France
Abstract :
We present a new approach to parametric robust controller design, where we compute controllers of arbitrary order and structure which minimize the worst-case H∞ 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.
Keywords :
H∞ control; control system synthesis; minimisation; robust control; uncertain systems; arbitrary order controllers; nonsmooth minimization method; parametric robust structured control design; semiinfinite minima; smooth functions; test bench; uncertain parameters; worst-case H∞ norm minimization; Approximation methods; Minimization; Optimization; Robustness; Stability analysis; Transfer functions; Uncertainty; Inner approximation; Real uncertain parameters; inner approximation; local optimality; non-smooth optimization; nonsmooth optimization; parametric robust control; real uncertain parameters; structured $H_{infty}$-synthesis; structured H1-synthesis;
Journal_Title :
Automatic Control, IEEE Transactions on
DOI :
10.1109/TAC.2015.2396644