公开(公告)号：US20240198848A1

公开(公告)日：2024-06-20

申请号：US18082644

申请日：2022-12-16

申请人： INTERNATIONAL BUSINESS MACHINES CORPORATION

发明人： Michael S. Gordon ,  Kommy Weldemariam ,  Aisha Walcott ,  Julian Bertram Kuehnert ,  Steven Cordes

IPC分类号： B60L58/10 ,  B60L53/60 ,  B60W40/08

CPC分类号： B60L58/10 ,  B60L53/60 ,  B60W40/08 ,  B60L2250/00 ,  B60W2540/22

摘要： A computer-implemented method for predicting electric vehicle (EV) charging behavior of a driver. The method includes predicting when an EV needs to be charged, where the EV needs to be charged, and for how long the EV needs to be charged based on individualized characteristics of the driver or one or more passengers, weather conditions, and geospatial characteristics. The method further includes evaluating an availability of one or more EV charging stations located within a given radius of the EV and comparing a location of the one or more available EV charging stations, located within the given radius of the EV, to one or more desired locations of the driver of the EV. The method further includes determining an estimated waiting time at the one or more EV charging stations and scheduling an EV charging time at the one or more EV charging stations, based on the location and duration.