Title :
Improved optimisation approach to the robust H2/H∞ control problem for linear systems
Author :
Gonçalves, E.N. ; Palhares, R.M. ; Takahashi, R.H.C.
Author_Institution :
Dept. of Electr. Eng., Fed. Center of Technol. Educ. of Minas Gerais, Belo Horizonte, Brazil
fDate :
3/4/2005 12:00:00 AM
Abstract :
A strategy for robust H2/H∞ state-feedback control synthesis, with regional pole placement, applied to continuous- or discrete-time linear time-invariant uncertain systems is presented. It is based on a multiobjective optimisation over the space of the controller parameters. In the case of systems with polytope-bounded uncertainty, the H2 and H∞ norms, calculated in all polytope vertices and in possible ´worst case´ interior points are taken as the optimisation objectives. An a posteriori exact cost norm computation based on a branch-and-bound algorithm is applied for closed-loop performance assessment. The proposed strategy is applied to continuous- and discrete-time examples, including the design of a decentralised controller, and the results are compared with LMI-based formulations.
Keywords :
H∞ control; closed loop systems; continuous time systems; control system synthesis; discrete time systems; linear systems; optimisation; robust control; H∞ norms; H2 norms; branch-and-bound algorithm; closed-loop performance assessment; continuous-time systems; decentralised controller; discrete-time systems; linear systems; multiobjective optimisation; optimisation approach; polytope-bounded uncertainty; regional pole placement; robust H2/H∞ control problem; state-feedback control synthesis; time-invariant uncertain systems;
Journal_Title :
Control Theory and Applications, IEE Proceedings -
DOI :
10.1049/ip-cta:20045041