Remaining useful life prediction of aircraft engine based on degradation pattern learning

被引：0
|
作者：
Zhao, Zeqi [1 ]
Bin Liang [2 ,3 ,4 ]
Wang, Xueqian [2 ,3 ]
Lu, Weining [3 ,4 ]
机构：
[1] Hebei Administration of Work Safety, No. 457 at West Road of Peace, Shijiazhuang,050061, China
[2] Graduate School at Shenzhen, Tsinghua University, Shenzhen,518055, China
[3] Tsinghua National Laboratory for Information Science and Technology, Beijing,100084, China
[4] Department of Automation, School of Information Science and Technology, Tsinghua University, Beijing,100084, China
来源：
Reliability Engineering and System Safety | 2017年 / 164卷
关键词：
D O I：
暂无
中图分类号：
学科分类号：
摘要：
Aircraft engines
引用
下载
收藏
页码：74 / 83
相关论文
共 50 条
  • [1] Remaining useful life prediction of aircraft engine based on degradation pattern learning
    Zhao, Zeqi
    Liang, Bin
    Wang, Xueqian
    Lu, Weining
    RELIABILITY ENGINEERING & SYSTEM SAFETY, 2017, 164 : 74 - 83
  • [2] An Ensemble Learning-Based Remaining Useful Life Prediction Method for Aircraft Turbine Engine
    Zeng, Jiyan
    Cheng, Yujie
    IFAC PAPERSONLINE, 2020, 53 (03): : 48 - 53
  • [3] Remaining useful life prediction for aircraft engine based on LSTM-DBN
    Li J.
    Chen Y.
    Xiang H.
    Cai Z.
    Xi Tong Gong Cheng Yu Dian Zi Ji Shu/Systems Engineering and Electronics, 2020, 42 (07): : 1637 - 1644
  • [4] Degradation Modeling and Remaining Useful Life Prediction of Aircraft Engines Using Ensemble Learning
    Li, Zhixiong
    Goebel, Kai
    Wu, Dazhong
    JOURNAL OF ENGINEERING FOR GAS TURBINES AND POWER-TRANSACTIONS OF THE ASME, 2019, 141 (04):
  • [5] Remaining useful life prediction of the aircraft engine and its uncertainty quantification based on ConvJANET
    Miao Y.
    Li C.
    Shi H.
    Lin J.
    Zhongguo Kexue Jishu Kexue/Scientia Sinica Technologica, 2023, 53 (07): : 1189 - 1201
  • [6] Health indicator construction and remaining useful life prediction for aircraft engine
    Peng K.-X.
    Pi Y.-T.
    Jiao R.-H.
    Tang P.
    Kongzhi Lilun Yu Yingyong/Control Theory and Applications, 2020, 37 (04): : 713 - 720
  • [7] Remaining useful life prediction for aero-engine based on the similarity of degradation characteristics
    Zhang Y.
    Wang C.
    Lu N.
    Jiang B.
    Xi Tong Gong Cheng Yu Dian Zi Ji Shu/Systems Engineering and Electronics, 2019, 41 (06): : 1414 - 1421
  • [8] Remaining Useful Life Prognostics of Aircraft Engine Based on Fusion Algorithm
    Xiong Xinxin
    Li Qing
    Cheng Nong
    2016 IEEE CHINESE GUIDANCE, NAVIGATION AND CONTROL CONFERENCE (CGNCC), 2016, : 628 - 633
  • [9] Bayesian Neural Network Based Method of Remaining Useful Life Prediction and Uncertainty Quantification for Aircraft Engine
    Huang, Dengshan
    Bai, Rui
    Zhao, Shuai
    Wen, Pengfei
    Wang, Shengyue
    Chen, Shaowei
    2020 IEEE INTERNATIONAL CONFERENCE ON PROGNOSTICS AND HEALTH MANAGEMENT (ICPHM), 2020,
  • [10] Remaining useful life prediction of turbofan engine using global health degradation representation in federated learning
    Chen, Xi
    Wang, Hui
    Lu, Siliang
    Xu, Jiawen
    Yan, Ruqiang
    RELIABILITY ENGINEERING & SYSTEM SAFETY, 2023, 239
12345