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Fault diagnosis method for circuit board based on BP neural networks

  • Beihang University

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

This paper presents a new fault diagnosis method for circuit boards based on BP neural networks. First, a description of traditional fault diagnosis methods is given and the shortcomings are demonstrated. To improve the accuracy of fault diagnosis, a new method based on BP neural networks is proposed, which takes the temperature data of chips as well as voltage data as the basis of diagnosis. Finally, an example is provided, which shows that the proposed method performs better in fault diagnosis of the circuit board.

源语言英语
主期刊名Safety and Reliability
主期刊副标题Methodology and Applications - Proceedings of the European Safety and Reliability Conference, ESREL 2014
出版商CRC Press/Balkema
857-861
页数5
ISBN(印刷版)9781138026810
DOI
出版状态已出版 - 2015
活动European Safety and Reliability Conference, ESREL 2014 - Wroclaw, 波兰
期限: 14 9月 201418 9月 2014

出版系列

姓名Safety and Reliability: Methodology and Applications - Proceedings of the European Safety and Reliability Conference, ESREL 2014

会议

会议European Safety and Reliability Conference, ESREL 2014
国家/地区波兰
Wroclaw
时期14/09/1418/09/14

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