Intelligent Diagnosis System for Vehicle Network Based on BP Neural Network. Issue 4 (December 2018)

• Record Type: Journal Article
• Authors: Ma, Jingya; Li, Dongchang; Lu, Yang; Chen, Jihuan
• Is Part Of: IOP conference series. Volume 452:Issue 4(2018)
• Publication Date: 2018-12
• Subjects: BP neural network -- Vehicle network -- Fault source -- Network fault -- Fault location; Materials science -- Periodicals; 620.1105
• DOI: 10.1088/1757-899X/452/4/042004
• Languages: English
• ISSNs: 1757-8981

Abstract

Abstract: 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.