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» Model predictive controllers for magnetic levitation systems
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CASES
2004
ACM
15 years 11 months ago
LNS architectures for embedded model predictive control processors
Jesus Garcia, Mark G. Arnold, Leonidas G. Bleris, ...
ESSMAC
2003
Springer
15 years 11 months ago
Nonlinear Predictive Control with a Gaussian Process Model
Abstract. Gaussian process models provide a probabilistic non-parametric modelling approach for black-box identification of nonlinear dynamic systems. The Gaussian processes can h...
Jus Kocijan, Roderick Murray-Smith
SCL
2008
108views more  SCL 2008»
15 years 5 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...
IJON
2002
154views more  IJON 2002»
15 years 5 months ago
Nonlinear model predictive control of a cutting process
Nonlinear model predictive control (MPC) of a simulated chaotic cutting process is presented. The nonlinear MPC combines a neural-network model and a genetic-algorithm-based optim...
Primoz Potocnik, Igor Grabec
CDC
2010
IEEE
182views Control Systems» more  CDC 2010»
15 years 28 days ago
Hierarchical model predictive control for resource distribution
This paper deals with hierarchical model predictive control (MPC) of distributed systems. A threelevel hierarchical approach is proposed, consisting of a high level MPC controller,...
Jan Dimon Bendtsen, Klaus Trangbaek, Jakob Stoustr...