Automatic failure detection in photovoltaic systems

被引:0
|
作者
Guasch, D [1 ]
Silvestre, S [1 ]
Calatayud, R [1 ]
机构
[1] Univ Politecn Cataluna, Dept Elect Engn, ES-08034 Barcelona, Spain
关键词
D O I
暂无
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
The present work introduces a new method for the automatic detection of misbehaviours in photovoltaic systems, minimizing the amount of data to be sensed. Different anomalous situations, including frame ( ground) derivations, highly resistive connections, battery or panel short circuits, etc. are parameterised based on a model of the PV System under study. The same characteristic parameters are extracted from a reduced set of measures and, through a statistical analysis, a correspondence can be established which indicates the state of the physical system. In an experiment, several failures were introduced in a real system, including series resistances in connections, current leak to ground, short circuit of a battery vessel, disconnection of a branch of panels, and they were accurately detected by the algorithm.
引用
收藏
页码:2269 / 2271
页数:3
相关论文
共 50 条
  • [41] Automatic detection of solar photovoltaic arrays in high resolution aerial imagery
    Malof, Jordan M.
    Bradbury, Kyle
    Collins, Leslie M.
    Newell, Richard G.
    APPLIED ENERGY, 2016, 183 : 229 - 240
  • [42] CNN based automatic detection of photovoltaic cell defects in electroluminescence images
    Akram, M. Waqar
    Li, Guiqiang
    Jin, Yi
    Chen, Xiao
    Zhu, Changan
    Zhao, Xudong
    Khaliq, Abdul
    Faheem, M.
    Ahmad, Ashfaq
    ENERGY, 2019, 189
  • [43] 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
  • [44] Automatic optical failure detection on large ultrasonic arrays
    Ommen, Martin Lind
    Pedersen, Kasper Flong
    Thomsen, Erik Vilain
    INTERNATIONAL ULTRASONICS SYMPOSIUM (IEEE IUS 2021), 2021,
  • [45] Using Automatic Failure Detection for Cognitive Agents in Eclipse
    Koeman, Vincent J.
    Hindriks, Koen V.
    Jonker, Catholijn M.
    AAMAS'16: PROCEEDINGS OF THE 2016 INTERNATIONAL CONFERENCE ON AUTONOMOUS AGENTS & MULTIAGENT SYSTEMS, 2016, : 1507 - 1509
  • [46] The automatic detection of heart failure using speech signals
    Reddy, M. Kiran
    Helkkula, Pyry
    Keerthana, Y. Madhu
    Kaitue, Kasimir
    Minkkinen, Mikko
    Tolppanen, Heli
    Nieminen, Tuomo
    Alku, Paavo
    COMPUTER SPEECH AND LANGUAGE, 2021, 69
  • [47] Automatic failure detection with conditional-belief supervisors
    Li, JJ
    Seviora, RE
    SEVENTH INTERNATIONAL SYMPOSIUM ON SOFTWARE RELIABILITY ENGINEERING, PROCEEDINGS, 1996, : 4 - 13
  • [48] Automatic Functional TV Set Failure Detection System
    Marijan, Dusica
    Zlokolica, Vladimir
    Teslic, Nikola
    Pekovic, Vukota
    Tekcan, Tarkan
    IEEE TRANSACTIONS ON CONSUMER ELECTRONICS, 2010, 56 (01) : 125 - 133
  • [49] Automatic detection of failure patterns using data mining
    Han, Y
    Kim, J
    Lee, C
    KNOWLEDGE-BASED INTELLIGENT INFORMATION AND ENGINEERING SYSTEMS, PT 2, PROCEEDINGS, 2005, 3682 : 1312 - 1316
  • [50] Photovoltaic Power Generation System Utilizing Temporary Error Compensation and Photovoltaic Array Failure Detection
    Sun, Kiju
    Cheon, Minwoo
    TRANSACTIONS ON ELECTRICAL AND ELECTRONIC MATERIALS, 2019, 20 (03) : 233 - 239