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AUTOMATICA
2006
78views more  AUTOMATICA 2006»
13 years 4 months ago
Stabilizing decentralized model predictive control of nonlinear systems
This note presents a stabilizing decentralized model predictive control (MPC) algorithm for nonlinear discrete time systems. No information is assumed to be exchanged between loca...
L. Magni, Riccardo Scattolini
SCL
2008
108views more  SCL 2008»
13 years 4 months ago
On input-to-state stability of min-max nonlinear model predictive control
In this paper we consider discrete-time nonlinear systems that are affected, possibly simultaneously, by parametric uncertainties and disturbance inputs. The min-max Model Predict...
Mircea Lazar, David Muñoz de la Peña...
SIAMCO
2010
201views more  SIAMCO 2010»
12 years 11 months ago
Analysis of Unconstrained Nonlinear MPC Schemes with Time Varying Control Horizon
For discrete time nonlinear systems satisfying an exponential or finite time controllability assumption, we present an analytical formula for a suboptimality estimate for model pre...
Lars Grüne, Jürgen Pannek, Martin Seehaf...
CDC
2009
IEEE
148views Control Systems» more  CDC 2009»
13 years 9 months ago
Robust extended Kalman filter based nonlinear model predictive control formulation
— The analysis of the EKF error sequence in [1] is expanded to the case with non-vanishing perturbations. The robust stability of NMPC and EKF pair is established. In addition, w...
Rui Huang, Sachin C. Patwardhan, Lorenz T. Biegler
EAAI
2007
199views more  EAAI 2007»
13 years 4 months ago
Nonlinear system modeling and robust predictive control based on RBF-ARX model
An integrated modeling and robust model predictive control (MPC) approach is proposed for a class of nonlinear systems with unknown steady state. First, the nonlinear system is id...
Hui Peng, Zi-Jiang Yang, Weihua Gui, Min Wu, Hideo...