Title :
Maximisation of feasibility/stability regions of model predictive control for constrained linear systems
Author_Institution :
Dept. of Aeronaut. & Automotive Eng., Loughborough Univ., UK
fDate :
5/1/2002 12:00:00 AM
Abstract :
Stability of model predictive control can be achieved by adding a terminal weighting term in a performance index and the feasibility/stability region largely depends on the choice of the terminal weighting term and associated terminal control laws. For constrained linear systems, a new method to estimate feasibility/stability regions directly, which is different from existing methods where the stability region is estimated by its terminal region, is proposed using a new representation of the behaviour of the MPC (model predictive control). A design procedure is then developed to determine the terminal term such that the feasibility/stability region of MPC algorithms is as large as possible. Examples show that the stability region is greatly enlarged
Keywords :
linear systems; optimisation; performance index; predictive control; MPC; constrained linear systems; control design; feasibility/stability region maximisation; model predictive control; performance index; terminal weighting term;
Journal_Title :
Control Theory and Applications, IEE Proceedings -
DOI :
10.1049/ip-cta:20020237