• Electronics Optics & Control
  • Vol. 28, Issue 7, 88 (2021)
MA Jiashun, WU Jianfeng, XUE Xirui, and LI Ning
Author Affiliations
  • [in Chinese]
  • show less
    DOI: 10.3969/j.issn.1671-637x.2021.07.018 Cite this Article
    MA Jiashun, WU Jianfeng, XUE Xirui, LI Ning. A Life Prediction Method for Multi-source Data Fusion Modeling[J]. Electronics Optics & Control, 2021, 28(7): 88 Copy Citation Text show less
    References

    [1] YE Z S,TANG L C,XIE M.A burn-in scheme based on percentiles of the residual life[J].Journal of Quality Technology,2011,43(4):334-345.

    [2] SAHA B,GOEBEL K,CHRISTOPHERSEN J.Comparison of prognostic algorithms for estimating remaining useful life of batteries[J].Transactions of the Institute of Measurement & Control,2009,31(3):293-308.

    [3] BROTHERTON T,GRABILL P,WROBLEWSKI D,et al.A testbed for data fusion for engine diagnostics and prognostics[C]//IEEE Aerospace Conference,IEEE,2002:9-16.

    [4] ABHINAV S,JOSE C,EDWARD B,et al.Metrics for evaluating performance of prognostic techniques[C]//International Conference on Prognostics and Health Management, IEEE,2008:6-9.

    [5] JARDINE A K S,LIN D,BANJEVIC D.A review on machinery diagnostics and prognostics implementing condition-based maintenance[J].Mechanical Systems and Signal Processing,2006,20(7):1483-1510.

    [7] LIU K,HUANG S.Integration of data fusion methodology and degradation modeling process to improve prognostics[J].IEEE Transactions on Automation Science & Engineering,2016,13(1):344-354.

    [8] CAESARENDRA W,WIDODO A,THOM P H,et al.Combined probability approach and indirect data-driven method for bearing degradation prognostics[J].IEEE Transactions on Reliability,2011,60(1):14-20.

    [9] CHEHADE A,SONG C,LIU K,et al.A data-level fusion approach for degradation modeling and prognostic analysis under multiple failure modes[J].Journal of Quality Technology,2018,50(2):150-165.

    [10] YAN H,LIU K,ZHANG X,et al.Multiple sensor data fusion for degradation modeling and prognostics under multiple operational conditions[J].IEEE Transactions on Reliability,2016,65(3):1416-1426.

    [13] PENG C Y,TSENG S T.Mis-specification analysis of linear degradation models[J].IEEE Transactions on Reliability,2009,58(3):444-455.

    [14] SI X S,ZHANG Z X,HU C H.RUL estimation based on a nonlinear diffusion degradation process[M]//SI X S, ZHANG Z X,HU C H.Data-driven remaining useful life prognosis techniques.Berlin:Springer,2017:183-215.

    [15] SAXEAN A,KAI G,SIMON D,et al.Damage propagation modeling for aircraft engine run-to-failure simulation[C]//International Conference on Prognostics and Health Management,IEEE,2008:1-9.

    MA Jiashun, WU Jianfeng, XUE Xirui, LI Ning. A Life Prediction Method for Multi-source Data Fusion Modeling[J]. Electronics Optics & Control, 2021, 28(7): 88
    Download Citation