Fault diagnosis of helical gear box using variational mode decomposition and random forest algorithm

被引:0
|
作者
Muralidharan, Akhil [1 ]
Sugumaran, V. [1 ]
Soman, K.P. [2 ]
Amarnath, M. [3 ]
机构
[1] SMBS, VIT University, Chennai Campus, Vandalur-Kelambakkam Road, Chennai, India
[2] Centre for Excellence in Computational Engineering and Networking, Amrita Vishwa Vidyapeetham, Coimbatore, Tamil Nadu, India
[3] Department of Mechanical Engineering, Indian Institute of Information Technology Design and Manufacturing, Jabalpur, Madhya Pradesh, India
来源
SDHM Structural Durability and Health Monitoring | 2015年 / 10卷 / 01期
关键词
Compendex;
D O I
暂无
中图分类号
学科分类号
摘要
Variational mode decomposition
引用
收藏
页码:55 / 80
相关论文
共 50 条
  • [21] Fault Diagnosis for Rolling Bearings Using Optimized Variational Mode Decomposition and Resonance Demodulation
    Zhang, Chunguang
    Wang, Yao
    Deng, Wu
    ENTROPY, 2020, 22 (07)
  • [22] Fault Diagnosis of Spindle Device in Hoist Using Variational Mode Decomposition and Statistical Features
    Gu, Jun
    Peng, Yuxing
    Lu, Hao
    Cao, Shuang
    Cao, Bobo
    SHOCK AND VIBRATION, 2020, 2020
  • [23] Composite fault diagnosis of gearbox based on empirical mode decomposition and improved variational mode decomposition
    Wang, Jingyue
    Li, Jiangang
    Wang, Haotian
    Guo, Lixin
    JOURNAL OF LOW FREQUENCY NOISE VIBRATION AND ACTIVE CONTROL, 2021, 40 (01) : 332 - 346
  • [24] Bearing Fault Analysis Using Variational Mode Decomposition
    Mohanty
    Gupta, Karunesh Kumar
    Raju, Kota Solomon
    2014 9TH INTERNATIONAL CONFERENCE ON INDUSTRIAL AND INFORMATION SYSTEMS (ICIIS), 2014, : 814 - +
  • [25] Gas-Path Fault Identification Method Based on Electrostatic Signal Variational Mode Decomposition and Random Forest
    Yin Y.-B.
    Wen Z.-H.
    Zuo H.-F.
    Tuijin Jishu/Journal of Propulsion Technology, 2023, 44 (05):
  • [26] Ramanujan Fourier Mode Decomposition and Its Application in Gear Fault Diagnosis
    Cheng, Jian
    Yang, Yu
    Wu, Zhantao
    Shao, Haidong
    Pan, Haiyang
    Cheng, Junsheng
    IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2022, 18 (09) : 6079 - 6088
  • [27] Symplectic quaternion singular mode decomposition with application in gear fault diagnosis
    Ma, Yanli
    Cheng, Junsheng
    Hu, Niaoqing
    Cheng, Zhe
    Yang, Yu
    MECHANISM AND MACHINE THEORY, 2021, 160
  • [28] Gear fault diagnosis based on order tracking and empirical mode decomposition
    Kang, Hai-Ying
    Luan, Jun-Ying
    Zheng, Hai-Qi
    Cui, Qing-Bin
    Shanghai Jiaotong Daxue Xuebao/Journal of Shanghai Jiaotong University, 2007, 41 (09): : 1529 - 1532
  • [29] Low-Voltage Arc Fault Identification Using a Hybrid Method Based on Improved Salp Swarm Algorithm-Variational Mode Decomposition- Random Forest
    Li, Bin
    Wu, Jinglong
    IEEE ACCESS, 2024, 12 : 15410 - 15418
  • [30] Fault Diagnosis of Satellite Attitude Control Systems Using Random Forest Algorithm
    Huang J.
    Liu Y.
    Zhong M.-Y.
    Yang R.
    Li W.-B.
    Liu C.-R.
    Yuhang Xuebao/Journal of Astronautics, 2021, 42 (04): : 513 - 521