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Simulation method of fault diagnosis tree evaluation

  • Beihang University

科研成果: 会议稿件论文同行评审

摘要

Fault diagnosis tree based on dependency models is becoming an important way to improve testability. For the purpose of evaluation of a fault diagnosis tree, a simulation method of fault diagnosis tree evaluation is proposed, with which we can evaluate the real diagnosis capacity of a fault diagnosis tree. The principal of fault diagnosis tree evaluation is analyzed, with the tuple relation models of simulation established and the detailed simulation flow given. Evaluations of fault detection rate (FDR), fault isolation rate (FIR) can be made with this method. The main steps of this method include: 1) configure test thresholds, 2) obtain original test data, 3) convert original test data into logical test data, 4) simulate fault diagnosis tree and obtain diagnostic conclusions, 5) evaluate diagnosis capacity and give corresponding suggestions. Finally, a case of the signal conditioning circuit is given. Based on the method mentioned above, assistant software is developed and the simulation is made with test data in fault states, and the result shows that the method is feasible and effective.

源语言英语
DOI
出版状态已出版 - 2012
活动2012 3rd Annual IEEE Prognostics and System Health Management Conference, PHM-2012 - Beijing, 中国
期限: 23 5月 201225 5月 2012

会议

会议2012 3rd Annual IEEE Prognostics and System Health Management Conference, PHM-2012
国家/地区中国
Beijing
时期23/05/1225/05/12

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