| Cabin and Battery Thermal Management of Connected and Automated HEVs for Improved Energy Efficiency Using Hierarchical Model Predictive Control M Amini, H Wang, X Gong, D Liao-McPherson, I Kolmanovsky, J Sun IEEE Transactions on Control Systems Technology 28 (5), 1711 - 1726, 2019 | 149 | 2019 |
| Hierarchical MPC for Robust Eco-Cooling of Connected and Automated Vehicles and Its Application to Electric Vehicle Battery Thermal Management MR Amini, I Kolmanovsky, J Sun IEEE Transactions on Control Systems Technology 29 (1), 316 - 328, 2021 | 116 | 2021 |
| Model Predictive Climate Control of Connected and Automated Vehicles for Improved Energy Efficiency H Wang, I Kolmanovsky, MR Amini, J Sun 2018 American Control Conference (ACC), Milwaukee, WI, USA, 2018 | 64 | 2018 |
| Sequential Optimization of Speed, Thermal Load, and Power Split in Connected HEVs MR Amini, X Gong, Y Feng, H Wang, I Kolmanovsky, J Sun 2019 American Control Conference (ACC), 4614-4620, 2019 | 56 | 2019 |
| Multihorizon Model Predictive Control: An Application to Integrated Power and Thermal Management of Connected Hybrid Electric Vehicles Q Hu, MR Amini, I Kolmanovsky, J Sun, A Wiese, JB Seeds IEEE Transactions on Control Systems Technology 30 (3), 1052 - 1064, 2022 | 55 | 2022 |
| Two-Layer Model Predictive Battery Thermal and Energy Management Optimization for Connected and Automated Electric Vehicles MR Amini, J Sun, I Kolmanovsky 57th IEEE Conference on Decision and Control (CDC), December 17-19, 2018 …, 2018 | 47 | 2018 |
| A Two-Layer Real-Time Optimization Control Strategy for Integrated Battery Thermal Management and HVAC System in Connected and Automated HEVs Z Shuofeng, MR Amini, J Sun, CC Mi IEEE Transactions on Vehicular Technology 70 (7), 6567 - 6576, 2021 | 46 | 2021 |
| Eco-Cooling Control Strategy for Automotive Air-Conditioning System: Design and Experimental Validation H Wang, MR Amini, Q Hu, I Kolmanovsky, J Sun IEEE Transactions on Control Systems Technology 29 (6), 2339 - 2350, 2021 | 41 | 2021 |
| Integrated Optimization of Power Split, Engine Thermal Management, and Cabin Heating for Hybrid Electric Vehicles X Gong, H Wang, MR Amini, I Kolmanovsky, J Sun The 3rd IEEE Conference on Control Technology and Applications (CCTA …, 2019 | 38 | 2019 |
| Integrated Power and Thermal Management of Connected HEVs via Multi-Horizon MPC Q Hu, MR Amini, H Wang, I Kolmanovsky, J Sun 2020 American Control Conference (ACC), July 1 to 3, 2020, Denver, CO, USA, 2020 | 34 | 2020 |
| Long-Term Vehicle Speed Prediction via Historical Traffic Data Analysis for Improved Energy Efficiency of Connected Electric Vehicles MR Amini, Y Feng, Z Yang, I Kolmanovsky, J Sun Transportation Research Record 2674 (11), 17-29, 2020 | 31 | 2020 |
| MPC-Based Precision Cooling Strategy (PCS) for Efficient Thermal Management of Automotive Air Conditioning System H Wang, Y Meng, Q Zhang, MR Amini, IV Kolmanovsky, J Sun, ... The 3rd IEEE Conference on Control Technology and Applications (CCTA …, 2019 | 29 | 2019 |
| Early Model-Based Design and Verification of Automotive Control System Software Implementations M Shahbakhti, MR Amini, J Li, S Asami, JK Hedrick Journal of Dynamic Systems, Measurement, and Control 137 (2), 021006, 2015 | 27 | 2015 |
| Bridging the gap between designed and implemented controllers via adaptive robust discrete sliding mode control MR Amini, M Shahbakhti, S Pan, JK Hedrick Control Engineering Practice 59, 1-15, 2017 | 26 | 2017 |
| A Novel Singular Perturbation Technique for Model-Based Control of Cold Start Hydrocarbon Emission MR Amini, M Shahbakhti, A Ghaffari SAE Int. Journal of Engines 7 (3), 1290-1301, 2014 | 26 | 2014 |
| Discrete Adaptive Second Order Sliding Mode Controller Design with Application to Automotive Control Systems with Model Uncertainties MR Amini, M Shahbakhti, S Pan, JK Hedrick 2017 American Control Conference (ACC), Seattle WA, USA, 4766-4771, 2017 | 24 | 2017 |
| A Data-Driven Spatio-Temporal Speed Prediction Framework for Energy Management of Connected Vehicles MR Amini, Q Hu, A Wiese, I Kolmanovsky, JB Seeds, J Sun IEEE Transactions on Intelligent Transportation Systems 24 (1), 291 - 303, 2023 | 21 | 2023 |
| Adaptive Discrete Second Order Sliding Mode Control with Application to Nonlinear Automotive Systems MR Amini, M Shahbakhti, S Pan Journal of Dynamic Systems, Measurement, and Control 140 (12), 121010, 2018 | 19 | 2018 |
| Robust Thermal Management of Electric Vehicles Using Model Predictive Control With Adaptive Optimization Horizon and Location-Dependent Constraint Handling Strategies Q Hu, MR Amini, A Wiese, R Semel, JB Seeds, I Kolmanovsky, J Sun IEEE Transactions on Control Systems Technology 31 (5), 2119 - 2131, 2023 | 18 | 2023 |
| A Multirange Vehicle Speed Prediction With Application to Model Predictive Control-Based Integrated Power and Thermal Management of Connected Hybrid Electric Vehicles Q Hu, MR Amini, A Wiese, JB Seeds, I Kolmanovsky, J Sun Journal of Dynamic Systems, Measurement, and Control 144 (1), 011105, 2022 | 18* | 2022 |
Jing SunMichael G. Parsons Collegiate Professor of Engineering, University of MichiganVerified email at umich.edu