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Influence and model of SNR and prediction time for the credibility of fault prediction

  • 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

One of the difficult and key problems which must be solved for fault prediction is to measure the credibility of fault prediction results. This paper uses Monte Carlo method to build SNR and prediction time model for the credibility of fault prediction. First, using satellite attitude control system as an example, fault prediction is achieved successfully. Then the curve between SNR, prediction time and credibility estimation indicators is got by Monte Carlo method. By the method of curve fitting, model of credibility estimation indicators is built. The results show that in a certain range of accuracy, the model is appropriate. The technique provides one way to measure the credibility of fault prediction.

源语言英语
主期刊名Proceedings - 3rd International Conference on Instrumentation and Measurement, Computer, Communication and Control, IMCCC 2013
出版商IEEE Computer Society
628-633
页数6
ISBN(印刷版)9780769551227
DOI
出版状态已出版 - 2013
活动3rd International Conference on Instrumentation and Measurement, Computer, Communication and Control, IMCCC 2013 - Shenyang, Liaoning, 中国
期限: 21 9月 201323 9月 2013

出版系列

姓名Proceedings - 3rd International Conference on Instrumentation and Measurement, Computer, Communication and Control, IMCCC 2013

会议

会议3rd International Conference on Instrumentation and Measurement, Computer, Communication and Control, IMCCC 2013
国家/地区中国
Shenyang, Liaoning
时期21/09/1323/09/13

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