Citation: | Wang Li, Li Xiaoyang, Jiang Tongminet al. Life prediction of product based on degradation amount distribution time series analysis[J]. Journal of Beijing University of Aeronautics and Astronautics, 2011, 37(4): 492-498. (in Chinese) |
[1] Jayaram JSR,Girish T.Reliability prediction through degradation data modeling using a quasi-likelihood approach //Proceedings Annual Reliability & Maintainability Symposium.New York:IEEE,2005:193-199 [2] Huang W,Duane L.An alternative degradation reliability modeling approach maximum likelihood estimation [J].IEEE Transactions on Reliability,2005,54(2):310-317 [3] Wilson S P,Taylor D.Reliability assessment from fatigue microcrack data [J].IEEE Transactions on Reliability,1997,46(2):165-171 [4] 邓爱民,陈循,张春华,等.基于性能退化数据的可靠性评估[J].宇航学报,2006,27(3):546-552 Deng Aimin,Chen Xun,Zhang Chunhua,Reliability assessment based on performance degradation data[J].Journal of Astronautics,2006,27(3):546-552 (in Chinese) [5] Wang Li,Li Xiaoyang,Jiang Tongmin,et al.SLD constant-stress ADT data analysis based on time series method //Proceedings 8th International Conference on Reliability Maintainability and Safety.Chengdu,China:IEEE Computer Society,2009:1313-1317 [6] 尤琦,赵宇,马小兵.产品性能可靠性评估的时序分析方法[J].北京航空航天大学学报,2009,35(5):644-648 You Qi,Zhao Yu,Ma Xiaobing.Performance reliability assessment for products based on time series analysis [J].Journal of Beijing University of Aeronautics and Astronautics,2009,35(5):644-648(in Chinese) [7] 傅惠民.相关系数平稳过程方法[J].机械强度,2002,24(3):400-404 Fu Huimin.Method for correlation coefficient stationary process [J].Journal of Mechanical Strength,2002,24(3):400-404(in Chinese) [8] 傅惠民,刘成瑞,马小兵.时间序列均值和方差函数的确定方法[J].机械强度,2004,26(2):164-169 Fu Huimin,Liu Chengrui,Ma Xiaobing.Method for determining functions of time series mean and variance [J].Journal of Mechanical Strength,2004,26(2):164-169(in Chinese)
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[2] | GUO Q,HUANG Q L,CHEN J L. Performance degradation modelling of civil aviation engines based on component characteristic map optimization[J]. Journal of Beijing University of Aeronautics and Astronautics,2025,51(6):1935-1945 (in Chinese). doi: 10.13700/j.bh.1001-5965.2023.0341. |
[3] | QIN M X,WANG Z,LI H L,et al. Obstacle avoidance control of UAV formation based on distributed model prediction[J]. Journal of Beijing University of Aeronautics and Astronautics,2024,50(6):1969-1981 (in Chinese). doi: 10.13700/j.bh.1001-5965.2022.0509. |
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[7] | LIU W,JIA S L. Robust traffic flow prediction based on graph contrastive learning[J]. Journal of Beijing University of Aeronautics and Astronautics,2024,50(1):122-133 (in Chinese). doi: 10.13700/j.bh.1001-5965.2022.0230. |
[8] | ZHAO H L,BAI L D. Remaining life prediction of engine by improved similarity with interval partition[J]. Journal of Beijing University of Aeronautics and Astronautics,2024,50(10):3005-3012 (in Chinese). doi: 10.13700/j.bh.1001-5965.2022.0762. |
[9] | YU Y B,HE Z Q,HE X F,et al. Rotating bending fatigue life prediction of bearing steel based on damage mechanics[J]. Journal of Beijing University of Aeronautics and Astronautics,2024,50(8):2585-2594 (in Chinese). doi: 10.13700/j.bh.1001-5965.2022.0639. |
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[12] | YANG J X,TANG S J,LI L,et al. Remaining useful life prediction based on implicit nonlinear Wiener degradation process[J]. Journal of Beijing University of Aeronautics and Astronautics,2024,50(1):328-340 (in Chinese). doi: 10.13700/j.bh.1001-5965.2022.0243. |
[13] | XIA Y X,FANG Z G. Degradation-shock competing failure modeling considering randomness of failure threshold[J]. Journal of Beijing University of Aeronautics and Astronautics,2023,49(8):2079-2088 (in Chinese). doi: 10.13700/j.bh.1001-5965.2021.0576. |
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[15] | WANG K,GUO Y Q,ZHAO W L,et al. Remaining useful life prediction of aeroengine based on SSAE and similarity matching[J]. Journal of Beijing University of Aeronautics and Astronautics,2023,49(10):2817-2825 (in Chinese). doi: 10.13700/j.bh.1001-5965.2021.0741. |
[16] | WANG F F,TANG S J,SUN X Y,et al. Remaining useful life prediction based on multi source information with considering random effects[J]. Journal of Beijing University of Aeronautics and Astronautics,2023,49(11):3075-3085 (in Chinese). doi: 10.13700/j.bh.1001-5965.2021.0782. |
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