Classification of power quality disturbances in a power grid based on the TCN-LSTM model

被引:0
|
作者
Wang, Yiguo [1 ]
Lin, Feng [2 ]
Li, Qi [2 ]
Liu, Yuqi [1 ]
Hu, Guiyang [3 ]
Meng, Xiangyu [3 ]
机构
[1] Guangdong Energy Group Co., Ltd., Guangzhou,510620, China
[2] Guangdong Yuedian Qingxi Power Generation Co., Ltd., Meizhou,514200, China
[3] School of Electrical Engineering, Southwest Jiaotong University, Chengdu,610000, China
关键词
D O I
10.19783/j.cnki.pspc.231582
中图分类号
学科分类号
摘要
23
引用
收藏
页码:161 / 167
相关论文
共 50 条
  • [41] Comprehensive Review on Detection and Classification of Power Quality Disturbances in Utility Grid With Renewable Energy Penetration
    Chawda, Gajendra Singh
    Shaik, Abdul Gafoor
    Shaik, Mahmood
    Padmanaban, Sanjeevikumar
    Holm-Nielsen, Jens Bo
    Mahela, Om Prakash
    Kaliannan, Palanisamy
    IEEE ACCESS, 2020, 8 : 146807 - 146830
  • [42] Global attention-based LSTM for noisy power quality disturbance classification
    Chiam D.H.
    Lim K.H.
    Law K.H.
    International Journal of Systems, Control and Communications, 2022, 14 (01) : 22 - 39
  • [43] Research on carbon emission prediction and economic policy based on TCN-LSTM combined with attention mechanism
    Wei, Xiaoyan
    Xu, Ying
    FRONTIERS IN ECOLOGY AND EVOLUTION, 2023, 11
  • [44] A multi-source information fusion layer counting method for penetration fuze based on TCN-LSTM
    Wang, Yili
    Li, Changsheng
    Wang, Xiaofeng
    DEFENCE TECHNOLOGY, 2024, 33 : 463 - 474
  • [45] DSP BASED POWER QUALITY ANALYZER FOR DETECTION AND CLASSIFICATION OF DISTURBANCES IN A SINGLE-PHASE POWER SYSTEM
    Radil, T.
    Ramos, P. M.
    Janeiro, F. M.
    Serra, A. Cruz
    METROLOGY AND MEASUREMENT SYSTEMS, 2007, 14 (04) : 483 - 494
  • [46] Intelligent classification of power quality disturbances in a distribution network
    Panigrahi, B. K.
    Mishra, S.
    TENCON 2005 - 2005 IEEE REGION 10 CONFERENCE, VOLS 1-5, 2006, : 1412 - 1415
  • [47] Feature selection for identification and classification of power quality disturbances
    Chen, S
    2005 IEEE POWER ENGINEERING SOCIETY GENERAL MEETING, VOLS, 1-3, 2005, : 2301 - 2306
  • [48] Classification of Power Quality Disturbances Using Forest Algorithm
    Borges, Fabbio
    Silva, Ivan
    Fernandes, Ricardo
    Moraes, Lucas
    DATA MINING AND BIG DATA, DMBD 2016, 2016, 9714 : 247 - 252
  • [49] Classification of Power Quality Disturbances by Using Ensemble Technique
    Karasu, Seckin
    Baskan, Saim
    2016 24TH SIGNAL PROCESSING AND COMMUNICATION APPLICATION CONFERENCE (SIU), 2016, : 529 - 532
  • [50] Classification of Power Quality Disturbances Using Parzen Kernels
    Mohanty, Mihir Narayan
    Kumar, Vinay
    Routray, Aurobinda
    Kabisatpathy, Prithviraj
    INTERNATIONAL JOURNAL OF EMERGING ELECTRIC POWER SYSTEMS, 2010, 11 (01):