Safe model-based off-policy reinforcement learning for eco-driving in connected and automated hybrid electric vehicles Z Zhu, N Pivaro, S Gupta, A Gupta, M Canova IEEE Transactions on Intelligent Vehicles 7 (2), 387-398, 2022 | 40 | 2022 |
A Deep Reinforcement Learning Framework for Eco-driving in Connected and Automated Hybrid Electric Vehicles Z Zhu, S Gupta, A Gupta, M Canova IEEE Transactions on Vehicular Technology, 2023 | 31 | 2023 |
Energy management of hybrid electric vehicles via deep Q-networks Z Zhu, Y Liu, M Canova 2020 American Control Conference (ACC), 3077-3082, 2020 | 31 | 2020 |
A GPU implementation of a look-ahead optimal controller for eco-driving based on dynamic programming Z Zhu, S Gupta, N Pivaro, SR Deshpande, M Canova 2021 European Control Conference (ECC), 899-904, 2021 | 19 | 2021 |
Development of physics-based three-way catalytic converter model for real-time distributed temperature prediction using proper orthogonal decomposition and collocation Z Zhu, S Midlam-Mohler, M Canova International Journal of Engine Research 22 (3), 873-889, 2021 | 14 | 2021 |
A physics-based three-way catalytic converter model for real-time prediction of temperature distribution Z Zhu, M Canova, S Midlam-Mohler IFAC-PapersOnLine 51 (31), 166-171, 2018 | 5 | 2018 |
System and method for vehicle coast control K Aggoune, PM Olin, Z Zhu US Patent 11,912,263, 2024 | | 2024 |
Model Order Reduction of the Doyle-Fuller-Newman Model via Proper Orthogonal Decomposition and Optimal Collocation G Manduca, Z Zhu, PB Ringler, G Fan, M Canova 2023 IEEE Vehicle Power and Propulsion Conference (VPPC), 1-6, 2023 | | 2023 |
Eco-Driving Control of Connected and Automated Vehicles using Neural Network based Rollout J Paugh, Z Zhu, S Gupta, M Canova, S Stockar ASME Letters in Dynamic Systems and Control, 1-9, 2023 | | 2023 |
Reinforcement Learning in Eco-driving for Connected and Automated Vehicles Z Zhu The Ohio State University, 2021 | | 2021 |
Control-oriented Modeling of Three-Way Catalyst Temperature via Projection-based Model Order Reduction Z Zhu The Ohio State University, 2018 | | 2018 |