Nonlinear State–Space Predictive Control with On–Line Linearisation and State Estimation

This paper describes computationally efficient model predictive control (MPC) algorithms for nonlinear dynamic systems represented by discrete-time state-space models. Two approaches are detailed: in the first one the model is successively linearised on-line and used for prediction, while in the sec...

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Bibliographic Details
Main Author: Ławryńczuk Maciej
Format: Article
Language:English
Published: Sciendo 2015-12-01
Series:International Journal of Applied Mathematics and Computer Science
Subjects:
Online Access:https://doi.org/10.1515/amcs-2015-0060