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Adaptive Control: Introduction, Overview, and Applications

Adaptive Control: introduction , Overview, and ApplicationsRobust and Adaptive Control WorkshopAdaptive Control: introduction , Overview, and ApplicationsEugene Lavretsky, : 714-235-7736E. LavretskyE. Lavretsky2 Adaptive Control: introduction , Overview, and ApplicationsRobust and Adaptive Control WorkshopCourse Overview Motivating Example Review of Lyapunov Stability Theory Nonlinear systems and equilibrium points Linearization Lyapunov s direct method Barbalat s Lemma, Lyapunov-like Lemma, Bounded Stability Model Reference Adaptive Control Basic concepts 1storder systems nthorder systems Robustness to Parametric / Non-Parametric Uncertainties Neural Networks, (NN) Architectures Using sigmoids Using Radial Basis Functions, (RBF) Adaptive NeuroControl Design Example: Adaptive Reconfigurable Flight Control using RBF NN-sE.

Robust and Adaptive Control Workshop Adaptive Control: Introduction, Overview, and Applications Lyapunov’s Direct (2nd)Method • Fundamental Physical Observation – If the total energy of a mechanical (or electrical) system is continuously dissipated, then the system, whether linear or nonlinear, must eventually settle down to an ...

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