公开(公告)号：US20240297522A1

公开(公告)日：2024-09-05

申请号：US18116490

申请日：2023-03-02

申请人： BigBattery Inc

发明人： Marshall Neipert ,  Xiao Ren Dong ,  XI Wang ,  Eric C. Lundgren

IPC分类号： H02J7/00 ,  G06N20/00

CPC分类号： H02J7/0071 ,  G06N20/00 ,  H02J7/00047 ,  H02J7/0014 ,  H02J7/005 ,  H02J7/007182

摘要： A system for a real time programming of a battery agnostic Battery Management System (BMS) including a processor of a BMS programming server node connected to a controller over a network and configured to host a machine learning (ML) module and a memory on which are stored machine-readable instructions that when executed by the processor, cause the processor to: receive sensory data from a sensor array attached to a battery module having a BMS coupled to the controller; parse the sensory data to derive a plurality of features; query a local BMS database to retrieve local historical BMS data collected from the battery module; generate a feature vector based on the plurality of features and the historical BMS data; and provide the feature vector to the ML module for generating a predictive model configured to output a BMS programming parameter for re-programming of the BMS.