| In-cycle control for stabilization of homogeneous charge compression ignition combustion using direct water injection M Wick, J Bedei, D Gordon, C Wouters, B Lehrheuer, E Nuss, J Andert, ... Applied energy 240, 1061-1074, 2019 | 41 | 2019 |
| Development and experimental validation of a real-time capable field programmable gate array–based gas exchange model for negative valve overlap D Gordon, C Wouters, M Wick, F Xia, B Lehrheuer, J Andert, CR Koch, ... International Journal of Engine Research 21 (3), 421-436, 2018 | 36 | 2018 |
| Deep learning based model predictive control for compression ignition engines A Norouzi, S Shahpouri, D Gordon, A Winkler, E Nuss, D Abel, J Andert, ... Control Engineering Practice 127, 105299, 2022 | 27 | 2022 |
| Machine learning-based diesel engine-Out NOx reduction using a plug-in PD-type iterative learning control A Norouzi, D Gordon, M Aliramezani, CR Koch 2020 IEEE conference on control technology and applications (CCTA), 450-455, 2020 | 24 | 2020 |
| Development and experimental validation of a field programmable gate array–based in-cycle direct water injection control strategy for homogeneous charge compression ignition … D Gordon, C Wouters, M Wick, B Lehrheuer, J Andert, C Koch, ... International Journal of Engine Research 20 (10), 1101-1113, 2019 | 23 | 2019 |
| Evaluation of the potential of direct water injection in HCCI combustion C Wouters, T Ottenwälder, B Lehrheuer, S Pischinger, M Wick, J Andert, ... SAE Technical Paper, 2019 | 18 | 2019 |
| Homogeneous charge compression ignition combustion stability improvement using a rapid ignition system D Gordon, C Wouters, S Kinoshita, M Wick, B Lehrheuer, J Andert, ... International Journal of Engine Research 21 (10), 1846-1856, 2020 | 17 | 2020 |
| Support vector machine based emissions modeling using particle swarm optimization for homogeneous charge compression ignition engine D Gordon, A Norouzi, G Blomeyer, J Bedei, M Aliramezani, J Andert, ... International Journal of Engine Research 24 (2), 536-551, 2023 | 15 | 2023 |
| Machine learning integrated with model predictive control for imitative optimal control of compression ignition engines A Norouzi, S Shahpouri, D Gordon, A Winkler, E Nuss, D Abel, J Andert, ... IFAC-PapersOnLine 55 (24), 19-26, 2022 | 9 | 2022 |
| Safe deep reinforcement learning in diesel engine emission control A Norouzi, S Shahpouri, D Gordon, M Shahbakhti, CR Koch Proceedings of the Institution of Mechanical Engineers, Part I: Journal of …, 2023 | 8 | 2023 |
| End-to-end deep neural network based nonlinear model predictive control: experimental implementation on diesel engine emission control DC Gordon, A Norouzi, A Winkler, J McNally, E Nuss, D Abel, ... Energies 15 (24), 9335, 2022 | 7 | 2022 |
| Hybrid emission and combustion modeling of hydrogen fueled engines S Shahpouri, D Gordon, C Hayduk, R Rezaei, CR Koch, M Shahbakhti International Journal of Hydrogen Energy 48 (62), 24037-24053, 2023 | 5 | 2023 |
| Dynamic measurement with in-cycle process excitation of HCCI combustion: The key to handle complexity of data-driven control? J Bedei, M Oberlies, P Schaber, D Gordon, E Nuss, L Li, J Andert International Journal of Engine Research 24 (3), 1155-1174, 2023 | 4 | 2023 |
| Evaluation of ASTM D6424 standard for knock analysis using unleaded fuel candidates on a six cylinder aircraft engine K Ebrahimi, D Gordon, P Canteenwalla, CR Koch International Journal of Engine Research 23 (7), 1159-1179, 2022 | 4 | 2022 |
| Integration of Deep Learning and Nonlinear Model Predictive Control in Emission reduction of Compression Ignition Combustion Engines: A Simulative Study A Norouzi, S Shahpouri, D Gordon, A Winkler, E Nuss, J Andert, ... arXiv Preprint, 2022 | 2 | 2022 |
| Integrating Recurrent Neural Networks into Model Predictive Control for Thermal Torque Derating of Electric Machines A Winkler, W Wang, A Norouzi, D Gordon, CR Koch, J Andert IFAC-PapersOnLine 56 (2), 8254-8259, 2023 | 1 | 2023 |
| Introducing a Deep Neural Network-based Model Predictive Control Framework for Rapid Controller Implementation DC Gordon, A Winkler, J Bedei, P Schaber, J Andert, CR Koch arXiv preprint arXiv:2310.08392, 2023 | | 2023 |
| Added value of thermodynamic white-box data for HCCI combustion prediction P Schaber, H Wenzel, S Häbel, J Bedei, A Winkler, D Gordon, J Andert IFAC-PapersOnLine 56 (2), 4947-4952, 2023 | | 2023 |
| Ion Current Based Data Driven Control of HCCI-the Key to Improve Pressure Based Control Strategies? J Bedei, P Schaber, A Winkler, D Gordon, J Andert IFAC-PapersOnLine 56 (2), 4941-4946, 2023 | | 2023 |
| Deep Reinforcement Learning for Emission Control in Diesel Engines D Gordon, A Norouzi, S Shahpouri, M Shahbakhti, CR Koch | | 2022 |
C. R. (Bob) KochProfessor of Mechanical Engineering, University of AlbertaVerified email at ualberta.ca
