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
  • [31] Fault diagnosis of rotary kiln using SVM and binary ACO
    Ouahab Kadri
    Leila Hayet Mouss
    Mohamed Djamel Mouss
    Journal of Mechanical Science and Technology, 2012, 26 : 601 - 608
  • [32] SVM Classifier for Analog Fault Diagnosis using Fractal Features
    Mao, Xianbai
    Wang, Liheng
    Li, Changxi
    2008 INTERNATIONAL SYMPOSIUM ON INTELLIGENT INFORMATION TECHNOLOGY APPLICATION, VOL II, PROCEEDINGS, 2008, : 553 - 557
  • [33] Fault diagnosis for ESP sensors using LS-SVM
    Wu, JY
    Tang, HJ
    Li, SY
    Zheng, SB
    DYNAMICS OF CONTINUOUS DISCRETE AND IMPULSIVE SYSTEMS-SERIES A-MATHEMATICAL ANALYSIS, 2006, 13 : 2062 - 2069
  • [34] Machine Fault Diagnosis Using IIoT, IWSNs, HHT, and SVM
    Wei, Xiaodong
    Hou, Liqun
    Hao, Junteng
    2018 IEEE 18TH INTERNATIONAL CONFERENCE ON COMMUNICATION TECHNOLOGY (ICCT), 2018, : 978 - 982
  • [35] Unbalanced Fault Diagnosis in Transmission Networks Using Multiple Model Filters
    Salman, Mustafa
    Wu, N. Eva
    Sarailoo, Morteza
    Bay, John S.
    2018 ANNUAL AMERICAN CONTROL CONFERENCE (ACC), 2018, : 3080 - 3085
  • [36] Fault diagnosis of power networks applying CE-SVM and fuzzy integral fusion
    Bian L.
    Bian C.-Y.
    Bian, Chen-Yuan, 1600, Editorial Department of Electric Machines and Control (20): : 112 - 120
  • [37] A fault diagnosis framework based on heterogeneous ensemble learning for air conditioning chiller with unbalanced samples
    Jia, Zhen
    Yao, Guoyu
    Zhao, Ke
    Li, Yang
    Xu, Peng
    Liu, Zhenbao
    MEASUREMENT SCIENCE AND TECHNOLOGY, 2024, 35 (08)
  • [38] Intelligent fault diagnosis of rolling bearing under unbalanced samples based on simulation data fusion
    Mei, Shikang
    Xu, Tao
    Zhang, Qing
    Fang, Yuan
    Zhang, Shoujing
    MEASUREMENT SCIENCE AND TECHNOLOGY, 2025, 36 (01)
  • [39] A New Fault Diagnosis Method for Unbalanced Data Based on 1DCNN and L2-SVM
    Hu, Baoquan
    Liu, Jun
    Zhao, Rongzhen
    Xu, Yue
    Huo, Tianlong
    APPLIED SCIENCES-BASEL, 2022, 12 (19):
  • [40] Fault Diagnosis of Gearbox Based on Cross-Domain Transfer Learning With Fine-Tuning Mechanism Using Unbalanced Samples
    Sun, Qiang
    Zhang, Yaping
    Chu, Liying
    Tang, Yanning
    Xu, Liangyuan
    Li, Qing
    IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2024, 73