29 citations · 29 across the 2 of their papers we have counts for
2 papers
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…
math.OC2021★ 29 cited
Parameterized Energy-Optimal Regenerative Braking Strategy for Connected and Autonomous Electrified Vehicles: A Real-Time Dynamic Programming Approach
Dohee Kim, Jeong Soo Eo, Kwang-Ki K. Kim
This paper presents a vehicle speed planning system called the energy-optimal deceleration planning system (EDPS), which aims to maximize energy recuperation of regenerative brakin…