Quasi-Linear Model Predictive Control: Stability, Modelling and Implementation von Pablo Sebastian Gonzalez Cisneros | ISBN 9783843947978

Quasi-Linear Model Predictive Control: Stability, Modelling and Implementation

von Pablo Sebastian Gonzalez Cisneros
Buchcover Quasi-Linear Model Predictive Control: Stability, Modelling and Implementation | Pablo Sebastian Gonzalez Cisneros | EAN 9783843947978 | ISBN 3-8439-4797-X | ISBN 978-3-8439-4797-8

Quasi-Linear Model Predictive Control: Stability, Modelling and Implementation

von Pablo Sebastian Gonzalez Cisneros
This thesis presents a Nonlinear Model Predictive Control (NMPC) approach based on quasi-Linear Parameter Varying (quasi-LPV) representations of the system model and constraints. This enables the complex online optimization problem entailed by NMPC to be carried out efficiently. Furthermore, methods and results from the quasi-LPV framework are leveraged to derive tractable stability conditions which are both easier to establish and comparatively less conservative than those derived by other methods.