| Citation: | SUN Lei, JIA Yun-xian, CAI Li-ying, WANG Wei-guo, LIN Guo-yu. Remaining useful life estimation method of helicopter's main retarder based on EM-KF algorithm[J]. Journal of Aerospace Power, 2015, 30(2): 431-437. doi: 10.13224/j.cnki.jasp.2015.02.022
|
| [1] |
黄中华,尹泽勇,丁文强.直升机减速器故障齿轮振动信号特征研究[J].长沙航空职业技术学院学报,2007,7(3):36-39. HUANG Zhonghua,YIN Zeyong,DING Wenqiang.Research on vibration signal feature of helicopter gearbox's fault gear[J].Changsha Aeronautical Vocational and Technical Colledge Journal,2007,7(3):36-39.(in Chinese)
|
| [2] |
Sikorska J Z,Hodkiewicz M,MA Lin.Prognostic modelling options for remaining useful life estimation by industry[J].Mechanical Systems and Signal Processing,2011,25(5):1803-1836.
|
| [3] |
Heng Aiwina,ZHANG Sheng,Andy C C.Rotating machinery prognostics:state of the art,challenges and opportunities[J].Mechanical Systems and Signal Processing,2009,23(3):724-739.
|
| [4] |
王新峰,邱静,刘冠军.基于离散粒子群优化算法的直升机减速器齿轮故障特征选择[J].航空动力学报,2005,20(6):969-972. WANG Xinfeng,QIU Jing,LIU Guanjun.Discrete particle swarm optimization algorithm for gearbox fault symptom selection[J].Journal of Aerospace Power,2005,20(6):969-972.(in Chinese)
|
| [5] |
Jardine A K S,LIN Daming.A review on machinery diagnostics and prognostics implementing condition-based maintenance[J].Mechanical Systems and Signal Processing,2006,20(7):1483-1510.
|
| [6] |
Chinnam R B,Baruah P.A neuro-fuzzy approach for estimating mean residual life in condition-based maintenance systems[J].International Journal of Materials and Product Technology,2004,20(1/2/3):166-179.
|
| [7] |
Kacprzynski G J,Sarlashkar A,Roemer M J.Predicting remaining life by fusing the physics of failure modeling with diagnostics[J].Journal of Metal,2004,56(3):29-35.
|
| [8] |
SI Xiaosheng,WANG Wenbin,HU Changhua.Remaining useful life estimation:a review on the statistical data driven approaches[J].European Journal of Operational Research,2011,213(1):1-14.
|
| [9] |
Patrick-Aldaco R.A model based framework for fault diagnosis and prognosis of dynamical systems with an application to helicopter transmissions[D].Atlanta:Georgia Institute of Technology,2007.
|
| [10] |
Orchard M E,Vachtsevanos G J.A particle-filtering approach for on-line fault diagnosis and failure prognosis[J].Transactions of the Institute of Measurement and Control,2009,31(4):221-224.
|
| [11] |
Bechhoefer E,Clark S,He D.A state-space model for vibration based prognostics[R].Portland:Annual Conference of The Prognostics and Health Management Society,2010.
|
| [12] |
Harvey A,Koopman S J,Shephard N.State space and unobserved component models:theory and applications[M].Cambridge:Cambridge University Press,2004.
|
| [13] |
Andrieu C,Doucet A.Online expectation-maximization type algorithms for parameter estimation in general state space models[R].Vancouver,Canada:IEEE International Conference of Acoustics,Speech and Signal Processing,2003.
|
| [14] |
Achmad W,Bo-Suk Y.Application of relevance vector machine and survival probability to machine degradation assessment[J].Expert Systems with Applications,2011,38(3):2592-2599.
|
| [15] |
Achmad W,Bo-Suk Y.Machine health prognostics using survival probability and support vector machine[J].Expert Systems with Applications,2011,38(7):8430-8437.
|
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