<p>Artificial neural networks possess several properties that make them particularly attractive for applications to modelling and control of complex non-linear systems. Among these properties are their universal approximation ability, their parallel network structure and the availability of on- and
Robust and adaptive model predictive control of non-linear systems
β Scribed by Adetola, Veronica; DeHaan, Darryl; Guay, Martin
- Publisher
- The Institution of Engineering and Technology
- Year
- 2015
- Tongue
- English
- Leaves
- 269
- Series
- IET control robotics and sensors series 83
- Category
- Library
No coin nor oath required. For personal study only.
β¦ Synopsis
This book offers a novel approach to adaptive control and provides a sound theoretical background to designing robust adaptive control systems with guaranteed transient performance. It focuses on the more typical role of adaptation as a means of coping with uncertainties in the system model.
Topics covered include an introduction to the subject; a minimally conservative perspective; an eye towards computational simplicity; estimation in adaptive control; performance improvement in adaptive control; and robust adaptive model predictive control for systems with exogeneous disturbances. This is essential reading for academics and advanced students working in control theory and applications
β¦ Subjects
ΠΠ²ΡΠΎΠΌΠ°ΡΠΈΠ·Π°ΡΠΈΡ;Π’Π΅ΠΎΡΠΈΡ Π°Π²ΡΠΎΠΌΠ°ΡΠΈΡΠ΅ΡΠΊΠΎΠ³ΠΎ ΡΠΏΡΠ°Π²Π»Π΅Π½ΠΈΡ (Π’ΠΠ£);
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