Gearbox fault prediction algorithm based on subspace method for wind turbine

被引:0
|
作者
Zhao, Hongshan [1 ]
Guo, Wei [2 ]
Shao, Ling [1 ]
Zhang, Xingke [1 ]
机构
[1] School of Electrical and Electronic Engineering, North China Electric Power University, Baoding,071003, China
[2] Taizhou Power Supply Company, Taizhou,225300, China
来源
Dianli Zidonghua Shebei/Electric Power Automation Equipment | 2015年 / 35卷 / 03期
关键词
D O I
10.16081/j.issn.1006-6047.2015.03.005
中图分类号
学科分类号
摘要
引用
收藏
页码:27 / 32
相关论文
共 50 条
  • [41] Research on the Fault Diagnosis of Wind Turbine Gearbox Based on Bayesian Networks
    Chen, Jigang
    Hao, Guowen
    PRACTICAL APPLICATIONS OF INTELLIGENT SYSTEMS, 2011, 124 : 217 - 223
  • [42] Fault detection based on operational state recognition for wind turbine gearbox
    Lin, Wei
    Dou, Jinzhou
    Yuan, Linsong
    Zhang, Kai
    2024 3RD CONFERENCE ON FULLY ACTUATED SYSTEM THEORY AND APPLICATIONS, FASTA 2024, 2024, : 650 - 655
  • [43] Fault Diagnosis of Wind Turbine Gearbox Based on SSDAE-ELM
    Zhang, Jianhua
    Dong, Haibo
    Shan, Rui
    Hou, Guolian
    Huang, Congzhi
    PROCEEDINGS OF THE 33RD CHINESE CONTROL AND DECISION CONFERENCE (CCDC 2021), 2021, : 5407 - 5412
  • [44] Fault diagnosis of wind turbine gearbox based on wavelet neural network
    Chen Huitao
    Jing Shuangxi
    Wang Xianhui
    Wang Zhiyang
    JOURNAL OF LOW FREQUENCY NOISE VIBRATION AND ACTIVE CONTROL, 2018, 37 (04) : 977 - 986
  • [45] Fault diagnosis of wind turbine gearbox based on Least Square Support Vector Machine with genetic algorithm
    Zhao, Wenqing
    Cai, Rui
    Wang, Liwei
    Wang, Dewen
    ADVANCES IN MECHATRONICS, AUTOMATION AND APPLIED INFORMATION TECHNOLOGIES, PTS 1 AND 2, 2014, 846-847 : 620 - 623
  • [46] Research on Wind Turbine Gearbox Fault Diagnosis Based on CEEMDAN and CVFDT
    Shi, Fangzhou
    Yu, Jianghao
    Gu, Min
    Lei, Kai
    He, Jian
    2021 11TH INTERNATIONAL CONFERENCE ON POWER AND ENERGY SYSTEMS (ICPES 2021), 2021, : 713 - 717
  • [47] Wind Turbine Gearbox Fault Diagnosis Based on EEMD and Fractal Theory
    Li, Dongdong
    Zhou, Wenlei
    Zheng, Xiaoxia
    Ge, Xiaolin
    Lin, Shunfu
    PROCEEDINGS OF THE 2016 IEEE 11TH CONFERENCE ON INDUSTRIAL ELECTRONICS AND APPLICATIONS (ICIEA), 2016, : 952 - 956
  • [48] FAULT DIAGNOSIS FOR WIND TURBINE GEARBOX BASED ON GRAPH ATTENTION NETWORKS
    Tan Q.
    Ma P.
    Zhang H.
    Wang N.
    Taiyangneng Xuebao/Acta Energiae Solaris Sinica, 2024, 45 (01): : 265 - 274
  • [49] Application of PCA-PSO/GS-SVM combination method in fault prediction of wind turbine gearbox
    Zhu Y.
    Zhu C.
    Song C.
    Wang Y.
    Yang Y.
    Taiyangneng Xuebao/Acta Energiae Solaris Sinica, 2021, 42 (03): : 35 - 42
  • [50] Fault Evolution Parameter Extraction Method Faced to Wind Turbine Gearbox System
    Jiang Zhanglei
    Wu Yapeng
    Xu Xiaoli
    Wang Liyong
    Liu Xiuli
    2018 57TH ANNUAL CONFERENCE OF THE SOCIETY OF INSTRUMENT AND CONTROL ENGINEERS OF JAPAN (SICE), 2018, : 995 - 1000