Title :
Hierarchical approach for H∞ robust control design: S/KS mixed sensitivity with genetic algorithm
Author :
Miranda, M.F. ; Takahashi, R.H.C. ; Jota, F.G.
Author_Institution :
Colegio Tecnico, Univ. Fed. de Minas Gerais
fDate :
1/1/2007 12:00:00 AM
Abstract :
The issue of introducing generic design constraints (practical or `real-life´ constraints) in robust control design procedures is discussed. A strategy, based on a hierarchy of optimisation methods, is proposed here. An Hinfin design algorithm constitutes the bottom level of this hierarchy, and a general-purpose optimisation algorithm (a genetic algorithm) is employed for tuning the parameters of the Hinfin controller, searching for the solutions that satisfy the earlier mentioned `practical constraints´. Practical results obtained in a pilot-scale plant with fluid-level and flow-rate control as controlled variables are included to show the applicability of the proposed method.
Keywords :
Hinfin control; flow control; genetic algorithms; robust control; sensitivity; Hinfin robust control design; S/KS mixed sensitivity; flow-rate control; fluid-level control; genetic algorithm; hierarchical approach; optimisation method;
Journal_Title :
Control Theory & Applications, IET
DOI :
10.1049/iet-cta:20050188