Acta Optica Sinica, Volume. 40, Issue 24, 2423001(2020)
Adaptive Prediction of Remaining Useful Life for Optoelectronic Equipment Based on Nonlinear Fractional Brownian Motion
[2] Zhou D H, Wei M H, Si X S. A survey on anomaly detection, life prediction and maintenance decision for industrial processes[J]. Acta Automatica Sinica, 39, 711-722(2013).
[9] Cai Z Y, Guo J S, Chen Y X et al. Remaining lifetime online prediction based on step-stress accelerated degradation modeling[J]. Systems Engineering and Electronics, 40, 218-223(2018).
[11] Zhang H, Chen M, Xi X et al. Remaining useful life prediction for degradation processes with long-range dependence[J]. IEEE Transactions on Reliability, 66, 1368-1379(2017).
[12] Xi X P, Chen M Y, Zhou D H. Remaining useful life prediction for degradation processes with memory effects[J]. IEEE Transactions on Reliability, 66, 751-760(2017).
[14] Wang Z Q, Wang W B, Hu C H et al. A real-time prognostic method for the drift errors in the inertial navigation system by a nonlinear random-coefficient regression model[J]. Acta Astronautica, 103, 45-54(2014).
[16] Mandelbrot B B, van Ness J W. Fractional Brownian motions, fractional noises and applications[J]. Siam Review, 10, 422-437(1968).
[18] Bae S, Kim S, Kim M. Degradation analysisof Nano-contamination in plasma display panels[J]. IEEE Transaction on Reliability, 57, 222-229(2008).
[20] Konstantopoulos T, Sakhanenko A. Convergence and convergence rate to fractional Brownian motion for weighted random sums[J]. Siberian Electronic Mathematical Reports, 1, 47-63(2004).
[25] Akaike H. A new look at the statistical model identification[J]. IEEE Transactions on Automatic Control, 19, 716-723(1974).
[26] Schwarz G. Estimating the dimension of a model[J]. The Annals of Statistics, 6, 461-464(1978).
Get Citation
Copy Citation Text
Xudong Gao, Changhua Hu, Jianxun Zhang, Dangbo Du, Hong Pei. Adaptive Prediction of Remaining Useful Life for Optoelectronic Equipment Based on Nonlinear Fractional Brownian Motion[J]. Acta Optica Sinica, 2020, 40(24): 2423001
Category: Optical Devices
Received: Jul. 24, 2020
Accepted: Sep. 16, 2020
Published Online: Dec. 3, 2020
The Author Email: Hu Changhua (huc66603@163.com)