Eugen Nuss

Deep learning based model predictive control for compression ignition engines

Armin Norouzi, Saeid Shahpouri, David Gordon et al. · Control Engineering Practice · 2022 · 48 citations

Engineering, Machine Learning, Model Compression +6

In-cycle control for stabilization of homogeneous charge compression ignition combustion using direct water injection

Maximilian Wick, Julian Bedei, David Gordon et al. · Applied Energy · 2019 · 39 citations

Direct Water Injection, In-cycle Control, Combustion Science +3

Nonlinear model predictive control of a discrete-cycle gasoline-controlled auto ignition engine model: Simulative analysis

Eugen Nuss, Maximilian Wick, Jakob Andert et al. · International Journal of Engine Research · 2019 · 20 citations

Engineering, Aerospace Engineering, Combustion Science +14

End-to-End Deep Neural Network Based Nonlinear Model Predictive Control: Experimental Implementation on Diesel Engine Emission Control

David Gordon, Armin Norouzi, Alexander Winkler et al. · Energies · 2022 · 17 citations · Full text

Experimental Implementation, Real-time Control, Engineering +18

Machine Learning Integrated with Model Predictive Control for Imitative Optimal Control of Compression Ignition Engines

Armin Norouzi, Saeid Shahpouri, David Gordon et al. · IFAC-PapersOnLine · 2022 · 15 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +19