Search Results - "VANCE, Jonathan Blake"

Control of Nonaffine Nonlinear Discrete-Time Systems Using Reinforcement-Learning-Based Linearly Parameterized Neural Networks by Qinmin Yang, Vance, J.B., Jagannathan, S.

“…A nonaffine discrete-time system represented by the nonlinear autoregressive moving average with eXogenous input (NARMAX) representation with unknown nonlinear…”
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Neural Network Controller Development and Implementation for Spark Ignition Engines With High EGR Levels by Vance, J.B., Singh, A., Kaul, B.C., Jagannathan, S., Drallmeier, J.A.

“…Past research has shown substantial reductions in the oxides of nitrogen (NO x ) concentrations by using 10% -25% exhaust gas recirculation (EGR) in spark…”
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Output Feedback Controller for Operation of Spark Ignition Engines at Lean Conditions Using Neural Networks by Vance, J.B., Kaul, B.C., Jagannathan, S., Drallmeier, J.A.

“…Spark ignition (SI) engines operating at very lean conditions demonstrate significant nonlinear behavior by exhibiting cycle-to-cycle bifurcation of heat…”
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Neural network control of nonstrict feedback and nonaffine nonlinear discrete-time systems with application to engine control by Vance, Jonathan Blake

“…In this dissertation, neural networks (NN) approximate unknown nonlinear functions in the system equations, unknown control inputs, and cost functions for two…”
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Neural network control of nonstrict feedback and nonaffine nonlinear discrete-time systems with application to engine control by Vance, Jonathan Blake

“…In this dissertation, neural networks (NN) approximate unknown nonlinear functions in the system equations, unknown control inputs, and cost functions for two…”
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Neural network controller development and implementation for spark ignition engines with high EGR levels: Special issue on neural networks for feedback control systems by VANCE, Jonathan Blake, SINGH, Atmika, KAUL, Brian C, JAGANNATHAN, Sarangapani, DRALLMEIER, James A

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