Intelligent Diagnosis System for Vehicle Network Based on BP Neural Network

In view of the huge information network system of the Internet of Vehicles and the difficulty of network fault location, a BP neural network-based method is proposed to establish an intelligent diagnosis system for the vehicle network. The system combines multiple data sources and uses its adaptive...

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Bibliographic Details
Published in:IOP conference series. Materials Science and Engineering 2018-12, Vol.452 (4), p.42004
Main Authors: Ma, Jingya, Li, Dongchang, Lu, Yang, Chen, Jihuan
Format: Article
Language:English
Subjects:
Back propagation networks
BP neural network
Fault diagnosis
Fault location
Fault source
Internet of Vehicles
Network fault
Neural networks
Vehicle network
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Summary:In view of the huge information network system of the Internet of Vehicles and the difficulty of network fault location, a BP neural network-based method is proposed to establish an intelligent diagnosis system for the vehicle network. The system combines multiple data sources and uses its adaptive capabilities to analyse fault information present in the current network. At the same time, in order to ensure the superiority of BP neural network, the training set data addition interface is added, and the BP neural network is continuously updated to improve the effectiveness of network fault diagnosis.
ISSN:1757-8981
1757-899X
1757-899X
DOI:10.1088/1757-899X/452/4/042004