Tendency-Aided Data-Driven Method for Hot Spot Detection in Photovoltaic Systems

被引：7
|
作者：
Cheng, Chao [1 ]
Liu, Ming [1 ]
Yi, Hui [2 ]
Wang, Jiangfeng [3 ]
Chen, Hongtian [4 ]
机构：
[1] Changchun University of Technology, School of Computer Science and Engineering, Changchun,130012, China
[2] Nanjing Tech University, College of Electrical Engineering and Control Science, Nanjing,211800, China
[3] University of Alberta, Department of Electrical and Computer Engineering, Edmonton,AB,T6G 1H9, Canada
[4] University of Alberta, Department of Chemical and Materials Engineering, Edmonton,AB,T6G 1H9, Canada
来源：
IEEE Journal of Emerging and Selected Topics in Industrial Electronics | 2022年 / 3卷 / 04期
关键词：
D O I：
10.1109/JESTIE.2022.3140648
中图分类号：
学科分类号：
摘要：
引用
收藏
页码：901 / 910
相关论文
共 50 条
  • [11] Intelligent and Data-Driven Fault Detection of Photovoltaic Plants
    Yao, Siya
    Kang, Qi
    Zhou, Mengchu
    Abusorrah, Abdullah
    Al-Turki, Yusuf
    PROCESSES, 2021, 9 (10)
  • [12] Subspace Method Aided Data-Driven Fault Detection Based on Principal Component Analysis
    Ma L.
    Li X.
    Li, Xiangshun (lixiangshun@whut.edu.cn), 1600, Hindawi Limited, 410 Park Avenue, 15th Floor, 287 pmb, New York, NY 10022, United States (2017):
  • [13] Data-driven cyber-attack detection for photovoltaic systems: A transfer learning approach
    Li, Qi
    Zhang, Jinan
    Ye, Jin
    Song, Wenzhan
    2022 IEEE APPLIED POWER ELECTRONICS CONFERENCE AND EXPOSITION, APEC, 2022, : 1926 - 1930
  • [14] Bottleneck detection of complex manufacturing systems using a data-driven method
    Li, Lin
    INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 2009, 47 (24) : 6929 - 6940
  • [15] Data-driven Fault Detection and Cause Identification Method for Distribution Systems
    Liu, Shuo
    Liu, Hao
    Bi, Tianshu
    2022 4TH INTERNATIONAL CONFERENCE ON SMART POWER & INTERNET ENERGY SYSTEMS, SPIES, 2022, : 1248 - 1253
  • [16] Data-driven Cyberattack Detection for Photovoltaic (PV) Systems through Analyzing Micro-PMU Data
    Li, Qi
    Li, Fangyu
    Zhang, Jinan
    Ye, Jin
    Song, Wenzhan
    Mantooth, Alan
    2020 IEEE ENERGY CONVERSION CONGRESS AND EXPOSITION (ECCE), 2020, : 431 - 436
  • [17] Automatic hot spot detection method for photovoltaic aerial infrared image
    Xia J.-F.
    Tang W.-Q.
    Yang Q.
    Zhejiang Daxue Xuebao (Gongxue Ban)/Journal of Zhejiang University (Engineering Science), 2022, 56 (08): : 1640 - 1647
  • [18] Hot spot detection and prevention using a simple method in photovoltaic panels
    Ghanbari, Teymoor
    IET GENERATION TRANSMISSION & DISTRIBUTION, 2017, 11 (04) : 883 - 890
  • [19] Data-Driven Designs of Fault Detection Systems via Neural Network-Aided Learning
    Chen, Hongtian
    Chai, Zheng
    Dogru, Oguzhan
    Jiang, Bin
    Huang, Biao
    IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 33 (10) : 5694 - 5705
  • [20] Generation of Data-Driven Expected Energy Models for Photovoltaic Systems
    Hopwood, Michael W.
    Gunda, Thushara
    APPLIED SCIENCES-BASEL, 2022, 12 (04):
12345