3 papers
eess.SY2020
Integrated Power and Thermal Management of Connected HEVs via Multi-Horizon MPC
Qiuhao Hu, Mohammad Reza Amini, Hao Wang +2
In this paper, a multi-horizon model predictive controller (MH-MPC) is developed for integrated power and thermal management (iPTM) of a power-split hybrid electric vehicle (HEV).…
eess.SY2019
Combined Energy and Comfort Optimization of Air Conditioning System in Connected and Automated Vehicles
Hao Wang, Mohammad Reza Amini, Ziyou Song +2
In this paper, we propose a combined energy and comfort optimization (CECO) strategy for the air conditioning (A/C) system of the connected and automated vehicles (CAVs). By levera…
math.OC2019
Robust Hierarchical MPC for Handling Long Horizon Demand Forecast Uncertainty with Application to Automotive Thermal Management
Mohammad Reza Amini, Ilya Kolmanovsky, Jing Sun
This paper presents a robust hierarchical MPC (H-MPC) for dynamic systems with slow states subject to demand forecast uncertainty. The H-MPC has two layers: (i) the scheduling MPC…