Search Results - "Kaul, B.C."

Reinforcement-Learning-Based Dual-Control Methodology for Complex Nonlinear Discrete-Time Systems With Application to Spark Engine EGR Operation by Shih, P., Kaul, B.C., Jagannathan, S., Drallmeier, J.A.

“…A novel reinforcement-learning-based dual-control methodology adaptive neural network (NN) controller is developed to deliver a desired tracking performance…”
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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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Reinforcement-Learning-Based Output-Feedback Control of Nonstrict Nonlinear Discrete-Time Systems With Application to Engine Emission Control by Shih, P., Kaul, B.C., Jagannathan, S., Drallmeier, J.A.

“…A novel reinforcement-learning-based output adaptive neural network (NN) controller, which is also referred to as the adaptive-critic NN controller, is…”
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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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