A computationally efficient constrained predictive control law

JA Rossiter, MJ Rice, J Schuurmans… - Proceedings of the …, 1998 - ieeexplore.ieee.org
A predictive control algorithm is presented that uses a weighted sum of linear quadratic (LQ)
optimal predictions and'mean level'predictions. Each time step only a single weighting …

Explicit constrained model predictive control: the influence of constraints redundancy

S Olaru, D Dumur - 2005 International Conference on Control …, 2005 - ieeexplore.ieee.org
The paper deals with the constrained model predictive control and tries to identify the
influences of the redundancy in the constraints when developing explicit laws. Methods exist …

Reducing the computational burden in predictive control

JA Rossiter - IEE Two-Day Workshop on Model Predictive …, 1999 - ieeexplore.ieee.org
Constraint handling in conventional predictive controllers requires the online solution of
quadratic programs, this can be computationally very demanding. The optimisations …

Constrained generalized predictive control

EF Camacho - IEEE transactions on automatic control, 1993 - ieeexplore.ieee.org
A generalized predictive controller for systems with constrained input and output signals is
presented. The optimum values of the future control signals are obtained by transforming the …

Non-linear predictive control for manufacturing and robotic applications

MJ Grimble, AW Ordys - 2001 - strathprints.strath.ac.uk
The paper discusses predictive control algorithms in the context of applications to robotics
and manufacturing systems. Special features of such systems, as compared to traditional …

Model predictive control in a pendulum system

P Giselsson - Proceedings of the 31: th IASTED Conference on …, 2011 - portal.research.lu.se
Abstract Model Predictive Control (MPC) is applied to a pendulum system consisting of a
pendulum and a cart. The objective of the MPC-controller is to steer the system towards …

Real-time control of a mobile robot using linearized model predictive control

WF Lages, JAV Alves - IFAC Proceedings Volumes, 2006 - Elsevier
This paper proposes an optimal control strategy for a differential-drive mobile robot. It is well
known that such a system can not be feedback stabilized by a smooth time-invariant control …

Robust predictive control using tight sets of predicted states

J Schuurmans, JA Rossiter - IEE proceedings-Control theory and applications, 2000 - IET
A novel predictive controller for constrained linear time-varying systems with polytopic
uncertainty is presented. The algorithm minimises an upper bound on the predicted …

Model predictive control for uncertain systems

L Chai, YX Sun, YY Cao - Proceedings of the 1998 American …, 1998 - ieeexplore.ieee.org
A new model predictive control (MPC) algorithm for uncertain systems is presented. This
approach is less conservative than" robust MPC" and is equivalent to standard model …

Guaranteeing feasibility in constrained stable generalised predictive control

JA Rossiter, B Kouvaritakis, JR Gossner - IEE Proceedings-Control Theory and …, 1996 - IET
Input constraints present a major difficulty in the design of stable predictive controllers. A
convenient way to guarantee stability is to ensure short-term feasibility, that is to ensure the …