Neural Network Control Of Nonstrict Feedback And Nonaffine Nonlinear Discrete Time Systems With Application To Engine Control
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Neural Network Control of Nonstrict Feedback and Nonaffine Nonlinear Discrete-time Systems with Application to Engine Control
Author | : Jonathan Blake Vance |
Publisher | : |
Total Pages | : 0 |
Release | : 2007 |
Genre | : Feedback control systems |
ISBN | : |
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"In this dissertation, neural networks (NN) approximate unknown nonlinear functions in the system equations, unknown control inputs, and cost functions for two different classes of nonlinear discrete-time systems. Employing NN in closed-loop feedback systems requires that weight update algorithms be stable ... Controllers are developed and applied to a nonlinear, discrete-time system of equations for a spark ignition engine model to reduce the cyclic dispersion of heat release"--Abstract, leaf iv
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