Title :
Robust Tube MPC for Linear Systems With Multiplicative Uncertainty
Author :
Fleming, James ; Kouvaritakis, Basil ; Cannon, Mark
Author_Institution :
Univ. of Oxford, Oxford, UK
Abstract :
Recently, a technical note [4] ensured recursive feasibility in robust model predictive control with multiplicative uncertainty by applying terminal constraints to the degrees of freedom available to the controller while constructing polytopic tube cross sections. The current note extends this technique by bounding the tube parameters in norm and constructing a terminal set based on this bound. This reduces the online computational load and so allows longer prediction horizons to be used.
Keywords :
linear systems; predictive control; robust control; uncertain systems; degree-of-freedom; linear systems; multiplicative uncertainty; online computational load reduction; polytopic tube cross-sections; prediction horizons; recursive feasibility; robust model predictive control; robust tube MPC; terminal constraints; terminal set; tube parameters; Additives; Electron tubes; Heuristic algorithms; Optimization; Robustness; Uncertainty; Vectors; Constrained systems; model predictive control; multiplicative model uncertainty;
Journal_Title :
Automatic Control, IEEE Transactions on
DOI :
10.1109/TAC.2014.2336358