Deep reinforcement learning-based energy management system enhancement using digital twin for electric vehicles
Compared to conventional engine-based powertrains, electrified powertrain exhibit
increased energy efficiency and reduced emissions, making electrification a key goal for the …
increased energy efficiency and reduced emissions, making electrification a key goal for the …
Optimization of electromagnetic vibration for integrated electric drive systems based on electric vehicle driving cycle considering energy consumption
Z Sun, J Hu, Z Yao, S Xue - Energy, 2024 - Elsevier
To reduce the vibration of the integrated electric drive system (IEDS) in actual operation
condition and enhance vehicle comfort, the method is proposed to characterize the working …
condition and enhance vehicle comfort, the method is proposed to characterize the working …
Energy Management for Hybrid Electric Vehicles Using an Intelligent Recognition Method of Engine Characteristics
Under extreme conditions such as rapid acceleration, the engine speed of hybrid electric
vehicle (HEV) is forced to decrease, making it difficult for the vehicle to meet power …
vehicle (HEV) is forced to decrease, making it difficult for the vehicle to meet power …
Deep reinforcement learning based hierarchical eco-driving strategy for a series-parallel hybrid electric truck
R Xue, Y Zhao, Z Wang, Z Wang… - 2023 7th CAA …, 2023 - ieeexplore.ieee.org
It has been well recognized that the development of information technology and the
construction of intelligence infrastructure are becoming better solution to energy …
construction of intelligence infrastructure are becoming better solution to energy …
Temporal Convolutional Networks and Kernel Extreme Learning Machine Ddpg Energy Management Strategy of Hev Based on Robust State Recognition
X Zhou, Z Ma, J Wang, C Wang, W Zhao - Available at SSRN 4984672 - papers.ssrn.com
With the widespread application of hybrid electric vehicles (HEV) in the fields of energy
conservation and emission reduction, optimizing energy management strategies has …
conservation and emission reduction, optimizing energy management strategies has …