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Research on glucose concentration predicting based on ARMA model

  • Beihang University
  • Institute Co. Ltd

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 attempts to apply the ARMA (Auto Regressive Moving Average) model to predict patients' glucose concentration because of the successful application of time series ARMA model in forecasting the fault rate. This paper gives the glucose concentration prediction method based on ARMA model and the actualization on MATLAB platform. After analyzing the time series of several patients' glucose concentration, use MATLAB platform to calculate the parameters of ARMA model, then predict the glucose concentration. The prediction process and results show that the ARMA model is suitable for some patients' glucose concentration.

源语言英语
主期刊名Proceedings of 2014 Prognostics and System Health Management Conference, PHM 2014
出版商Institute of Electrical and Electronics Engineers Inc.
332-335
页数4
ISBN(电子版)9781479979585
DOI
出版状态已出版 - 16 12月 2014
活动2014 Prognostics and System Health Management Conference, PHM 2014 - Zhangiiaijie City, 中国
期限: 24 8月 201427 8月 2014

出版系列

姓名Proceedings of 2014 Prognostics and System Health Management Conference, PHM 2014

会议

会议2014 Prognostics and System Health Management Conference, PHM 2014
国家/地区中国
Zhangiiaijie City
时期24/08/1427/08/14

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