时代汽车2024,Issue(19) :174-176.

智能化技术在新能源汽车故障诊断中的应用

The Application of Intelligent Technology in the Fault Diagnosis of New Energy Vehicles

何国俊
时代汽车2024,Issue(19) :174-176.

智能化技术在新能源汽车故障诊断中的应用

The Application of Intelligent Technology in the Fault Diagnosis of New Energy Vehicles

何国俊1
扫码查看

作者信息

  • 1. 兰州石化职业技术大学 甘肃 兰州 730000
  • 折叠

摘要

随着新能源汽车的广泛应用,故障诊断技术变得格外重要.在面对复杂的新能源汽车体系时,传统的故障诊断方法局限性很大.本文主要对机器学习、大数据和物联网等技术在新能源汽车故障诊断中的应用进行了探讨.通过智能故障诊断系统的建设,实现了故障数据的特征提取和诊断模型的建立与训练.结合案例分析评估了该系统的实际应用效果,以期为汽车的维修和保养提供更加便捷精准的支持.

Abstract

With the wide application of new energy vehicles,fault diagnosis technology has become particularly important.In the face of the complex new energy vehicle system,the traditional fault diagnosis method has great limitations.This paper mainly discusses the application of machine learning,big data and Internet of Things technologies in the fault diagnosis of new energy vehicles.Through the construction of the intelligent fault diagnosis system,the feature extraction of fault data and the establishment and training of diagnostic models are realized.Combined with the case analysis,the practical application effect of the system was evaluated,in order to provide more convenient and accurate support for the repair and maintenance of automobiles.

关键词

智能化技术/新能源汽车/故障诊断

Key words

Intelligent Technology/New Energy Vehicles/Fault Diagnosis

引用本文复制引用

出版年

2024
时代汽车
时代汽车

时代汽车

影响因子:0.014
ISSN:1672-9668
段落导航相关论文