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1Engine Control
1Field Programable Gate Array
1Long Short Term Memory Model
1Machine Learning Control
1Nonlinear Model Predictive Control
1Realtime Engine Control

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1Gordon, David C

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1Graduate and Postdoctoral Studies (GPS), Faculty of
1Graduate and Postdoctoral Studies (GPS), Faculty of/Theses and Dissertations

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1Department of Mechanical Engineering

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1Koch, Charles (Mechanical Engineering)

Realtime Machine Learning based In-Cycle Control of Homogeneous Charge Compression Ignition
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Spring 2023

Gordon, David C

Homogeneous Charge Compression Ignition (HCCI) has the potential to significantly reduce engine out oxides of nitrogen NOx emissions, while maintaining a high fuel efficiency compared to existing lean-burn spark ignition engines. HCCI is characterized by compression induced autoignition of a lean...

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Realtime Machine Learning based In-Cycle Control of Homogeneous Charge Compression Ignition