Artificial Intelligence Based Fault Diagnosis Technology for New Energy Vehicles
Fault diagnosis is an important condition to ensure the normal operation of new energy vehicles,and traditional fault diagnosis methods can no longer meet the increasingly complex system requirements of modern new energy vehicles due to their reliance on manual experience and limited monitoring data.This article discusses the application of AI-based fault diagnosis technology in new energy vehicles,analyses the application of neural networks,support vector ma-chines,decision trees and other technologies in key components of new energy vehicles,such as battery management system,power system,charging system,etc.,by means of AI technologies,such as deep learning,machine learning and expert system,and proposes the future research direction and technological development trend.The research results aim to improve the safety and reliability of vehicles,reduce maintenance costs,and gradually improve the user satisfac-tion of new energy vehicles.
artificial intelligencefault diagnosisnew energy vehiclesdeep learningbattery management system