Multihorizon Model Predictive Control: An Application to Integrated Power and Thermal Management of Connected Hybrid Electric Vehicles

Qiuhao Hu, Mohammad Reza Amini, Ilya Kolmanovsky, +3

IEEE Transactions on Control Systems Technology

Electrical EngineeringConventional Mpc-based ApproachEngineeringEnergy ManagementEnergy Efficiency +12

Predictive Battery Thermal and Energy Management for Connected and Automated Electric Vehicles

Haoxuan Dong, Qiuhao Hu, Dongjun Li, +2

IEEE Transactions on Intelligent Transportation Systems

Eco-Cooling Control Strategy for Automotive Air-Conditioning System: Design and Experimental Validation

Hao Wang, Mohammad Reza Amini, Qiuhao Hu, +2

IEEE Transactions on Control Systems Technology

EngineeringExperimental ValidationEnergy EfficiencyVehicle Speed ProfileHeat Recovery +20

NMPC-Based Integrated Thermal Management of Battery and Cabin for Electric Vehicles in Cold Weather Conditions

Mohammad R. Hajidavalloo, Jun Chen, Qiuhao Hu, +3

IEEE Transactions on Intelligent Vehicles

EngineeringEnergy EfficiencyHybrid Electric VehicleThermal Energy StorageCold Weather Conditions +19

Integrated Power and Thermal Management of Connected HEVs via Multi-Horizon MPC

Qiuhao Hu, Mohammad Reza Amini, Hao Wang, +2

EngineeringEnergy EfficiencyVirtual Power PlantHybrid Electric VehicleMulti-horizon Mpc +15

Robust Thermal Management of Electric Vehicles Using Model Predictive Control With Adaptive Optimization Horizon and Location-Dependent Constraint Handling Strategies

Qiuhao Hu, Mohammad Reza Amini, Ashley Wiese, +4

IEEE Transactions on Control Systems Technology

A Data-Driven Spatio-Temporal Speed Prediction Framework for Energy Management of Connected Vehicles

Mohammad Reza Amini, Qiuhao Hu, Ashley Wiese, +3

IEEE Transactions on Intelligent Transportation Systems

EngineeringEnergy EfficiencyIntelligent Traffic ManagementData ScienceTraffic Prediction +15

A Multirange Vehicle Speed Prediction With Application to Model Predictive Control-Based Integrated Power and Thermal Management of Connected Hybrid Electric Vehicles

Qiuhao Hu, Mohammad Reza Amini, Ashley Wiese, +3

Journal of Dynamic Systems Measurement and Control

Vehicle CommunicationEngineeringNeural NetworkHybrid Electric VehicleIntelligent Systems +17

Engine and Aftertreatment Co-Optimization of Connected HEVs via Multi-Range Vehicle Speed Planning and Prediction

Qiuhao Hu, Mohammad Reza Amini, Yiheng Feng, +7

SAE technical papers on CD-ROM/SAE technical paper series

Automotive EngineeringEngineeringEnergy EfficiencyVehicle ControlHybrid Electric Vehicle +16

Electric Vehicle Enhanced Fast Charging Enabled by Battery Thermal Management and Model Predictive Control

Qiuhao Hu, Mohammad Reza Amini, Ashley Wiese, +3

IFAC-PapersOnLine

Electrical EngineeringEngineeringBattery Thermal ManagementSmart GridEnergy Efficiency +8