Towards long lifetime battery: AI-based manufacturing and management
Technologies that accelerate the delivery of reliable battery-based energy storage will not
only contribute to decarbonization such as transportation electrification, smart grid, but also …
only contribute to decarbonization such as transportation electrification, smart grid, but also …
Modeling, state of charge estimation, and charging of lithium‐ion battery in electric vehicle: a review
M Adaikkappan… - International Journal of …, 2022 - Wiley Online Library
Extension of driving range and battery run time optimization are necessary key points in the
modeling of Electric Vehicle (EV). In this view, Battery Management System (BMS) plays a …
modeling of Electric Vehicle (EV). In this view, Battery Management System (BMS) plays a …
[HTML][HTML] Location optimization of electric vehicle charging stations: Based on cost model and genetic algorithm
G Zhou, Z Zhu, S Luo - Energy, 2022 - Elsevier
Nowadays, the development of new energy science has gradually entered a good situation,
and accordingly, electric vehicles have been recognized by people all over the world and …
and accordingly, electric vehicles have been recognized by people all over the world and …
Lithium-ion battery health estimation with real-world data for electric vehicles
Complex environments and variable working conditions lead to irreversible attenuation of
battery pack capacity in electric vehicles (EVs). Online capacity estimation is of great …
battery pack capacity in electric vehicles (EVs). Online capacity estimation is of great …
Deep deterministic policy gradient-DRL enabled multiphysics-constrained fast charging of lithium-ion battery
Fast charging is an enabling technique for the large-scale penetration of electric vehicles.
This article proposes a knowledge-based, multiphysics-constrained fast charging strategy …
This article proposes a knowledge-based, multiphysics-constrained fast charging strategy …
Avoiding thermal runaway propagation of lithium-ion battery modules by using hybrid phase change material and liquid cooling
W Zhang, Z Liang, X Yin, G Ling - Applied Thermal Engineering, 2021 - Elsevier
In order to maintain the proper operating temperature and avoid thermal runaway
propagation of lithium-ion power battery module, this paper proposes a novel hybrid battery …
propagation of lithium-ion power battery module, this paper proposes a novel hybrid battery …
A brief review on key technologies in the battery management system of electric vehicles
Batteries have been widely applied in many high-power applications, such as electric
vehicles (EVs) and hybrid electric vehicles, where a suitable battery management system …
vehicles (EVs) and hybrid electric vehicles, where a suitable battery management system …
Machine learning-based fast charging of lithium-ion battery by perceiving and regulating internal microscopic states
Fast charging of the lithium-ion battery (LIB) is an enabling technology for the popularity of
electric vehicles. However, high-rate charging regardless of the physical limits can induce …
electric vehicles. However, high-rate charging regardless of the physical limits can induce …
Model migration neural network for predicting battery aging trajectories
An accurate prediction of batteries' future degradation is a key solution to relief the users'
anxiety on battery lifespan and electric vehicles' driving range. Technical challenges arise …
anxiety on battery lifespan and electric vehicles' driving range. Technical challenges arise …
Advances in batteries, battery modeling, battery management system, battery thermal management, SOC, SOH, and charge/discharge characteristics in EV …
RR Kumar, C Bharatiraja, K Udhayakumar… - Ieee …, 2023 - ieeexplore.ieee.org
The second-generation hybrid and Electric Vehicles are currently leading the paradigm shift
in the automobile industry, replacing conventional diesel and gasoline-powered vehicles …
in the automobile industry, replacing conventional diesel and gasoline-powered vehicles …