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Reza Amini
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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
1292019
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
942021
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
582018
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
532019
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
432018
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
362022
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
352021
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
352019
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
302021
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
302020
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
272020
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
272015
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
262017
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
262014
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
242019
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
232017
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
192018
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
15*2022
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
142023
Internal short circuit detection for parallel-connected battery cells using convolutional neural network
N Yang, Z Song, MR Amini, H Hofmann
Automotive Innovation 5 (2), 107-120, 2022
142022
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