This invention relates to
power management technology for
new energy vehicles, and discloses an intelligent charging
system and method for low-
voltage batteries in
new energy vehicles, comprising the following steps: S1. Real-time acquisition of operating data of the low-
voltage battery and vehicle status data; S2. Calculation of the current
state of health (SOH) of the low-
voltage battery based on historical data; S3. Establishment and updating of a personalized
power consumption behavior model for the vehicle, obtaining a load
feature vector characterizing its idle
power consumption mode; S4. Based on the current health state, the load
feature vector, and the
current voltage, prediction of the voltage change curve of the low-voltage battery over a future period using a voltage decay prediction model. Based on the load used by the low-voltage battery in different vehicles, a strategic charging solution is generated for the vehicle, while optimizing the energy
flow management of the entire vehicle. By optimizing the timing of charging and proactive, predictive charging, the availability and efficiency of vehicle charging applications are improved.