TimeGAN data augmentation-based fault classification method for complex processes

被引：0
|
作者：
Yang, Lei [1 ]
He, Pengju [2 ,3 ]
Chou, Xingxing [4 ]
机构：
[1] School of Physical and Electronic Sciences, Shanxi Datong University, Datong,037009, China
[2] School of Automation, Northwestern Polytechnical University, Xi’an,710072, China
[3] Shenzhen Research Institute, Northwestern Polytechnical University, Shenzhen,518057, China
[4] School of Electrical and Control Engineering, Shaanxi University of Science and Technology, Xi’an,710054, China
来源：
Zhejiang Daxue Xuebao (Gongxue Ban)/Journal of Zhejiang University (Engineering Science) | 2024年 / 58卷 / 09期
关键词：
32;
D O I：
10.3785/j.issn.1008-973X.2024.09.002
中图分类号：
学科分类号：
摘要：
引用
收藏
页码：1768 / 1780
相关论文
共 50 条
  • [31] A new augmentation-based method for text detection in night and day license plate images
    Pinaki Nath Chowdhury
    Palaiahnakote Shivakumara
    Umapada Pal
    Tong Lu
    Michael Blumenstein
    Multimedia Tools and Applications, 2020, 79 : 33303 - 33330
  • [32] A DOMAIN TRANSFER BASED DATA AUGMENTATION METHOD FOR AUTOMATED RESPIRATORY CLASSIFICATION
    Wang, Zijie
    Wang, Zhao
    2022 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP), 2022, : 9017 - 9021
  • [33] Fault classification method based on wavelet neural networks and fault record data
    Academy of Electron Information and Electric Engineering, Shanghai Jiaotong University, Shanghai 200240, China
    不详
    Zhongguo Dianji Gongcheng Xuebao, 2006, 10 (99-103):
  • [34] A Method of Environmental Sound Classification Based on Residual Networks and Data Augmentation
    Zeng, Jinfang
    Li, Youming
    Zhang, Yu
    Chen, Da
    INTERNATIONAL JOURNAL OF COMPUTATIONAL INTELLIGENCE AND APPLICATIONS, 2021, 20 (03)
  • [35] HRTF-Based Data Augmentation Method for Acoustic Scene Classification
    Liu, Yingzi
    Yang, Haocong
    Shi, Chuang
    Liang, Jiangnan
    2021 IEEE INTERNATIONAL SYMPOSIUM ON BROADBAND MULTIMEDIA SYSTEMS AND BROADCASTING (BMSB), 2021,
  • [36] A Novel Data Augmentation-Based Brain Tumor Detection Using Convolutional Neural Network
    Alsaif, Haitham
    Guesmi, Ramzi
    Alshammari, Badr M.
    Hamrouni, Tarek
    Guesmi, Tawfik
    Alzamil, Ahmed
    Belguesmi, Lamia
    APPLIED SCIENCES-BASEL, 2022, 12 (08):
  • [37] An Imbalanced Data Augmentation and Assessment Method for Industrial Process Fault Classification With Application in Air Compressors
    Shi, Yilin
    Li, Jince
    Li, Hongguang
    Yang, Bo
    IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2023, 72
  • [38] Gaussian Noise Data Augmentation-Based Delay Prediction for High-Speed Railways
    Dong, Hairong
    Wang, Jinxing
    Wu, Xingtang
    Zhou, Min
    Lu, Jinhu
    IEEE INTELLIGENT TRANSPORTATION SYSTEMS MAGAZINE, 2023, 15 (06) : 8 - 18
  • [39] Fast Bayesian Choice of Phylogenetic Models: Prospecting Data Augmentation-Based Thermodynamic Integration
    Rodrigue, Nicolas
    Aris-Brosou, Stephane
    SYSTEMATIC BIOLOGY, 2011, 60 (06) : 881 - 886
  • [40] Accurate estimation of state of health for lithium-ion batteries based on Pyraformer and TimeGAN data augmentation
    Liu, Xinhua
    Yang, Kaiyi
    Zou, Bosong
    Zhang, Xinkai
    Bao, Gengyi
    Ma, Bin
    Zhang, Lisheng
    Tan, Rui
    JOURNAL OF POWER SOURCES, 2025, 640
12345