2 papers
eess.SY2024
Hierarchical Climate Control Strategy for Electric Vehicles with Door-Opening Consideration
Sanghyeon Nam, Hyejin Lee, Youngki Kim +2
This study proposes a novel climate control strategy for electric vehicles (EVs) by addressing door-opening interruptions, an overlooked aspect in EV thermal management. We create…
eess.SY2024
Deep Neural Network NMPC for Computationally Tractable Optimal Power Management of Hybrid Electric Vehicle
Suyong Park, Duc Giap Nguyen, Jinrak Park +3
This study presents a method for deep neural network nonlinear model predictive control (DNN-MPC) to reduce computational complexity, and we show its practical utility through its…