Gyroscope fault diagnosis using fuzzy SVM to unbalanced samples

被引:0
|
作者
Luo, Qiufeng [1 ]
Zhang, Rui [1 ]
Li, Yong [2 ]
Yang, Zhongqing [1 ]
机构
[1] UAV Research Institute, Nanjing University of Aeronautics and Astronautics, Nanjing,210016, China
[2] Department of Automation, Nanjing University of Aeronautics and Astronautics, Nanjing,210016, China
关键词
Compilation and indexing terms; Copyright 2025 Elsevier Inc;
D O I
暂无
中图分类号
学科分类号
摘要
Computer aided diagnosis - Failure analysis - Fault detection - Support vector machines - Gyroscopes - Antennas - Unmanned aerial vehicles (UAV)
引用
收藏
页码:16 / 21
相关论文
共 50 条
  • [1] Gyroscope Fault Diagnosis Using Fuzzy SVM to Unbalanced Samples
    罗秋凤
    张锐
    李勇
    杨忠清
    TransactionsofNanjingUniversityofAeronauticsandAstronautics, 2015, 32 (01) : 16 - 21
  • [2] Fault Diagnosis of Gyroscope Based on HAFSA-SVM
    Chen, Xin
    Xiao, Mingqing
    Wen, Bincheng
    PROCEEDINGS OF 2021 2ND INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE AND INFORMATION SYSTEMS (ICAIIS '21), 2021,
  • [3] Intelligent Fault Diagnosis of Unbalanced Samples Using Optimized Generative Adversarial Network
    Huo, Yan
    Guan, Diyuan
    Dong, Lingyan
    APPLIED SCIENCES-BASEL, 2024, 14 (11):
  • [4] Turbine Fault Diagnosis Based on Fuzzy Theory and SVM
    Xia, Fei
    Zhang, Hao
    Peng, Daogang
    Li, Hui
    Su, Yikang
    ARTIFICIAL INTELLIGENCE AND COMPUTATIONAL INTELLIGENCE, PROCEEDINGS, 2009, 5855 : 668 - +
  • [5] Fault Diagnosis of an Autonomous Vehicle With an Improved SVM Algorithm Subject to Unbalanced Datasets
    Shi, Qian
    Zhang, Hui
    IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2021, 68 (07) : 6248 - 6256
  • [6] Multi-class probability SVM fusion using fuzzy integral for fault diagnosis
    Hu, ZH
    Cai, YZ
    He, X
    Li, Y
    Xu, XM
    ADVANCES IN NEURAL NETWORKS - ISNN 2005, PT 3, PROCEEDINGS, 2005, 3498 : 501 - 507
  • [7] Machine fault diagnosis using KPCA and SVM
    Pan, MQ
    Zhou, XJ
    Lei, LY
    PROCEEDINGS OF THE SIXTH INTERNATIONAL CONFERENCE ON FLUID POWER TRANSMISSION AND CONTROL, 2005, : 621 - 624
  • [8] Fault diagnosis using fuzzy sets
    Insfrán, A.H.F.
    Alves Da Silva, A.P.
    Lambert-Torres, G.
    International Journal of Engineering Intelligent Systems for Electrical Engineering and Communications, 1999, 7 (04): : 177 - 182
  • [9] Fault diagnosis using fuzzy sets
    Insfrán, AHF
    da Silva, APA
    Lambert-Torres, G
    ENGINEERING INTELLIGENT SYSTEMS FOR ELECTRICAL ENGINEERING AND COMMUNICATIONS, 1999, 7 (04): : 177 - 182
  • [10] Fault diagnosis of power transformer using SVM and FCM
    Lee, Dae-Jong
    Lee, Jong-Pil
    Ji, Pyeong-Shik
    Park, Jae-Woon
    Lim, Jae-Yoon
    CONFERENCE RECORD OF THE 2008 IEEE INTERNATIONAL SYMPOSIUM ON ELECTRICAL INSULATION, VOLS 1 AND 2, 2008, : 112 - +