Journal of Shanghai Jiaotong University ›› 2011, Vol. 45 ›› Issue (07): 1000-1005.
• Automation Technique, Computer Technology • Previous Articles Next Articles
LIAO Wen-Zhu-1, PAN 尔Shun-2, WANG Ying-2, XI Li-Feng-2
Received:
2010-07-28
Online:
2011-07-29
Published:
2011-07-29
CLC Number:
LIAO Wen-Zhu-1, PAN 尔Shun-2, WANG Ying-2, XI Li-Feng-2. Research of Predicting Machine’s Remaining Useful Life Based on Statistical Pattern Recognition and Auto-regressive and Moving Average Model[J]. Journal of Shanghai Jiaotong University, 2011, 45(07): 1000-1005.
[1]Liao W, Pan E, Xi L. Preventive maintenance scheduling for repairable system with deterioration [J]. Journal of Intelligent Manufacturing, 2010, 21(6):875884.[2]Liao W, Pan E, Xi L. A conditionbased maintenance policy for intelligent monitored system [J]. International Journal of Computer Applications in Technology, 2009, 35:104112.[3]廖雯竹,潘尔顺,奚立峰.基于设备可靠性的动态预防维护策略[J].上海交通大学学报, 2009, 43(8):13321336.LIAO Wenzhu, PAN Ershun, XI Lifeng. Research on dynamic predictive maintenance policy based on system reliability [J]. Journal of Shanghai Jiaotong University, 2009, 43(8):13321336.[4]Jardine A, Lin D, Banjevic D. A review on machinery diagnostics and prognostics implementing conditionbased maintenance [J]. Mechanical Systems and Signal Processing, 2005, 20(1):14831510.[5]Goode K, Moore J, Roylance B. Plant machinery working life prediction method utilizing reliability and conditionmonitoring data [J]. Proceedings of the Institution of Mechanical Engineers. Parts E: Journal of Process Mechanical Engineering, 2000, 214(2):109122.[6]Volk P, Wnek M, Ygmunt M. Utilising statistical residual life estimation of bearings to quantify the influence of preventive maintenance actions [J]. Mechanical Systems and Signal Processing, 2004, 18(4):833847.[7]Baruah P, Chinnam R. HMMs for diagnostics and prognostic in machining processes [J]. International Journal of Production Research, 2005, 43(6):12751293.[8]Schwarz G. Estimating the dimension of a model [J]. The Annals of Statistics, 1978, 6(2):461464. |
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