2 papers
cs.LG2024
Constrained Optimal Fuel Consumption of HEVs under Observational Noise
Shuchang Yan, Haoran Sun
In our prior work, we investigated the minimum fuel consumption of a hybrid electric vehicle (HEV) under a state-of-charge (SOC) balance constraint, assuming perfect SOC measuremen…
cs.LG2024
Constrained Optimal Fuel Consumption of HEV: A Constrained Reinforcement Learning Approach
Shuchang Yan
Hybrid electric vehicles (HEVs) are becoming increasingly popular because they can better combine the working characteristics of internal combustion engines and electric motors. Ho…