AI improves EV performance through enhanced battery management, autonomous driving, vehicle-to-grid communication, etc. Overcoming challenges like battery recycling, metal scarcity, and charging infrastructure will be crucial for the widespread adoption of EVs.
Although EVs have been in the limelight over the last decade, little effort has been made towards the proper use of the vehicle's battery. Therefore, a better understanding of Lithium-ion (Li-ion) batteries, since they represent the heart of the majority of electric cars, during the discharging and charging procedure is crucial.
Where can an EV battery be charged?
The battery can be charged anywhere, from an electric vehicle charging station (EVCS) to separate street chargers, workplace chargers, and private in-home chargers. The conductive charging technique depends on the advancement of the EV, which can have on-board and off-board properties.
The present study, that was experimentally conducted under real-world driving conditions, quantitatively analyzes the energy losses that take place during the charging of a Battery Electric Vehicle (BEV), focusing especially in the previously unexplored 80%–100% State of Charge (SoC) area.
However, high-rate charging results in capacity loss due to lithium plating . Using the multi-stage constant current (MSCC) strategy for EVs showed that MSCC improved charging efficiency, battery health, and safety, especially for fast charging.
How fast can EV batteries be charged?
The dramatic increase in the paper number confirms the increasing attention from the researchers. The United States Advanced Battery Consortium (USABC) proposed the metrics for fast-charging batteries for EV applications which is to achieve 80 % state of charge (SOC) within 15 min corresponding to a charging rate of 4C, , .
Recently, CHAdeMO and CCS have defined power charging levels above 350 kW and output voltages up to 1 kV and focused on the standardization process for fast-charging heavy-duty vehicles . Thus, heavy-duty vehicle charging technology is advancing rapidly.