Inspection and identification of transmission line insulator breakdown based on deep learning using aerial images

被引：0
|
作者：
Ahmed, MD.Faiyaz [1 ]
Mohanta, J.C. [1 ]
Sanyal, Alok [1 ]
机构：
[1] Department of Mechanical Engineering, MNNIT Allahabad, Prayagraj, India
来源：
Electric Power Systems Research | 2022年 / 211卷
关键词：
D O I：
暂无
中图分类号：
学科分类号：
摘要：
Learning algorithms
引用
收藏
相关论文
共 50 条
  • [31] DEEP LEARNING-BASED DETECTION FOR TRANSMISSION TOWERS USING UAV IMAGES
    Wu, Huisheng
    Sun, Ruixue
    Ling, Xiaochun
    Zhong, Xianjin
    Gao, Xingguo
    2022 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS 2022), 2022, : 3740 - 3743
  • [32] Multi-patch Deep Features for Power Line Insulator Status Classification from Aerial Images
    Zhao, Zhenbing
    Xu, Guozhi
    Qi, Yincheng
    Liu, Ning
    Zhang, Tiefeng
    2016 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN), 2016, : 3187 - 3194
  • [33] Vision based inspection of transmission lines using unmanned aerial vehicles
    Menendez, Oswaldo A.
    Perez, Marcelo
    Auat Cheein, Fernando A.
    2016 IEEE INTERNATIONAL CONFERENCE ON MULTISENSOR FUSION AND INTEGRATION FOR INTELLIGENT SYSTEMS (MFI), 2016, : 412 - 417
  • [34] Parameters Optimization of UAV for Insulator Inspection on Power Transmission Line
    Yin, Lin
    Hu, Jing
    Wang, Wenbin
    Zou, Jiachen
    He, Linxuan
    Xiong, Zhou
    Liu, Mingjun
    Li, Fan
    Tu, Youping
    IEEE ACCESS, 2022, 10 : 97022 - 97029
  • [35] Path Planning Algorithms for Power Transmission Line Inspection Using Unmanned Aerial Vehicles
    Cui, Jingkui
    Zhang, Youmin
    Ma, Sha
    Yi, Yingmin
    Xin, Jing
    Liu, Ding
    2017 29TH CHINESE CONTROL AND DECISION CONFERENCE (CCDC), 2017, : 2304 - 2309
  • [36] Insulator Identification from Aerial Images Using Support Vector Machine with Background Suppression
    Wang, Xian
    Zhang, Youmin
    2016 INTERNATIONAL CONFERENCE ON UNMANNED AIRCRAFT SYSTEMS (ICUAS), 2016, : 892 - 897
  • [37] Two-stage Hybrid Insulator Defect Inspection from Aerial Images
    Sun, Siwen
    Song, Changjiang
    Cong, Xiaodan
    Liu, Xiaoxi
    Ding, Lei
    2024 IEEE INTERNATIONAL CONFERENCE ON MECHATRONICS AND AUTOMATION, ICMA 2024, 2024, : 608 - 613
  • [38] Autonomous Drone-Based Powerline Insulator Inspection via Deep Learning
    Muhammad, Anas
    Shahpurwala, Adnan
    Mukhopadhyay, Shayok
    El-Hag, Ayman H.
    FOURTH IBERIAN ROBOTICS CONFERENCE: ADVANCES IN ROBOTICS, ROBOT 2019, VOL 1, 2020, 1092 : 52 - 62
  • [39] Discrimination of Transmission Line Insulator Contamination Grades using Visible Light Images
    Tian, Zhiren
    Jin, Lijun
    Peng, Chenyi
    Duan, Wei
    Gao, Kai
    2016 IEEE 16TH INTERNATIONAL CONFERENCE ON ENVIRONMENT AND ELECTRICAL ENGINEERING (EEEIC), 2016,
  • [40] Review of Aerial Vehicle Technology for Transmission Line Inspection in Indonesia
    Surya, Anindita Satria
    Harsono, Brian Bramantyo S. D. A.
    Tambunan, Handrea Hernando
    Mangunkusumo, K. G. H.
    2020 10TH ELECTRICAL POWER, ELECTRONICS, COMMUNICATIONS, CONTROLS AND INFORMATICS SEMINAR (EECCIS), 2020, : 49 - 54
12345