Ensembled Traffic-Aware Transformer-Based Predictive Energy Management for Electrified Vehicles

Enhancing fuel cell electric vehicle efficiency with TIP-EMS: A trainable integrated predictive energy management approach

J Wu, J Peng, M Li, Y Wu - Energy Conversion and Management, 2024 - Elsevier
To enhance the energy efficiency of electrified vehicles (EVs), developing effective energy
management strategies (EMS) for hybrid storage systems is essential. Predictive EMS …
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Knowledge-guided Deep Reinforcement Learning for Multi-objective Energy Management of Fuel Cell Electric Vehicles

X Li, H He, J Wu - IEEE Transactions on Transportation …, 2024 - ieeexplore.ieee.org
In the realm of fuel cell electric vehicles (FCEVs), the deep reinforcement learning (DRL)
technique is increasingly recognized as a key technique for developing effective energy …
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