Electronics Optics & Control, Volume. 22, Issue 7, 107(2015)

A System Degradation Modeling Method based on Kalman Filter and Wiener Process

CHEN Yi-cheng... HE Hua-feng, DENG Hui-xuan, YANG Zheng and LIU Jia-jun |Show fewer author(s)
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    References(8)

    [1] [1] PECHT M.Prognostics and health management of electronics[M].Hoboken:John Wiley & Sons,2008.

    [2] [2] LU J C,MEEKER W.Using degradation measures to estimate a time-to-failure distribution[J].Technometrics, 1993,35(2):161-174.

    [3] [3] BLOCH-MERCIER S.A preventive maintenance policy with sequential checking procedure for a Markov deteriorating system[J].European Journal of Operational Research,2002, 142(3):548-576.

    [4] [4] GEBRAEEL N,LAWLEY M,LI R,et al.Residual-life distributions from component degradation signals:a Bayesianapproach[J].IIE Transactions,2005,37(6):543-557.

    [5] [5] DELIA M C,RAFAEL P O.A maintenance model with failures and inspection following Markovian arrival processes and two repair modes[J].European Journal of Operational Research,2008,186(2):694-707.

    [6] [6] WANG X.Wiener processes with random effects for degradation data[J].Journal of Multivariate Analysis,2010,101(2):340-351.

    [7] [7] BARKER C T,NEWBY M J.Optimal non-periodic inspection for a multivariate degradation model[J].Reliability Engineering & System Safety,2009,94(1):33-43.

    [11] [11] SI X S,WANG W,HU C H,et al.A Wiener-process-based degradation model with a recursive filter algorithm for remaining useful life estimation[J].Mechanical Systems and Signal Processing,2013,35(1):219-237.

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    CHEN Yi-cheng, HE Hua-feng, DENG Hui-xuan, YANG Zheng, LIU Jia-jun. A System Degradation Modeling Method based on Kalman Filter and Wiener Process[J]. Electronics Optics & Control, 2015, 22(7): 107

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    Paper Information

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    Received: Jun. 23, 2014

    Accepted: --

    Published Online: Aug. 25, 2015

    The Author Email:

    DOI:10.3969/j.issn.1671-637x.2015.07.022

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