Fault Diagnosis and Detection Based on Efficiency Loss Test of Photovoltaic Power Station

被引:2
|
作者
Xie, Xiangying [1 ]
Meng, Fanteng [1 ]
Luo, Xin [1 ]
Cai, Shixia [1 ]
Ma, Xiaoguang [1 ]
Na, Zhixiong [1 ]
Ma, Dayan [1 ]
Shan, Yu [1 ]
Ge, Leyi [1 ]
Liu, Yunchao [2 ]
机构
[1] State Grid Elect Commerce Co Ltd, Beijing 100032, Peoples R China
[2] Beijing China Power Informat Technol Co Ltd, Beijing 100192, Peoples R China
基金
国家重点研发计划;
关键词
D O I
10.1088/1755-1315/508/1/012060
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
The existing operation and maintenance system of photovoltaic power station can analyze partial equipment problems, but due to the data storage, processing and transmission capacity can hardly meet the requirements of a large number of operation data acquisitions and processing of photovoltaic power station, the operation status of photovoltaic power station cannot be comprehensively evaluated. This paper proposes to analyze the overall efficiency and key link efficiency of the photovoltaic system through long-term monitoring, extract the efficiency model parameters of the key components and important links of the photovoltaic power station, and establish the performance evaluation implementation process. At the same time, based on different actual detection conditions, photovoltaic fault diagnosis is carried out by time domain reflectometry, prediction theory comparison and sensor optimization.
引用
收藏
页数:6
相关论文
共 50 条
  • [1] Distributed Photovoltaic Power Station Fault Diagnosis Based on Random Forest
    Wang, Dingmei
    Wang, Yan
    Li, Weijun
    Dong, Haiying
    2021 THE 9TH INTERNATIONAL CONFERENCE ON CONTROL, MECHATRONICS AND AUTOMATION (ICCMA 2021), 2021, : 90 - 94
  • [2] Research on fault diagnosis of photovoltaic power station equipment based on sparse bayesian extreme learning machine
    Sun, Li
    Li, Jing
    Li, Jiyun
    Wang, Lei
    Taiyangneng Xuebao/Acta Energiae Solaris Sinica, 2020, 41 (08): : 221 - 226
  • [3] Power monitoring based photovoltaic installation fault detection
    Stauffer, Y.
    Ferrario, D.
    Onillon, E.
    Hutter, A.
    2015 INTERNATIONAL CONFERENCE ON RENEWABLE ENERGY RESEARCH AND APPLICATIONS (ICRERA), 2015, : 199 - 202
  • [4] Fault Diagnosis of Fusion Power Station Based on Neural Network
    Chen, Hui
    Wang, Junjia
    Hu, Hejun
    Huang, Yiyun
    IEEE TRANSACTIONS ON PLASMA SCIENCE, 2024, : 1 - 7
  • [5] PMU based Islanding Detection Method for Large Photovoltaic Power Station
    Cao, Qian
    Liu, Furong
    Zhu, Guorong
    Chen, Wei
    2015 IEEE 11TH INTERNATIONAL CONFERENCE ON POWER ELECTRONICS AND DRIVE SYSTEMS (PEDS 2015), 2015, : 126 - 131
  • [6] Research on Leakage Fault Mechanism of Photovoltaic Power Station Considering Photovoltaic Inverter
    Wang, Le
    Yang, Haichao
    Zhang, Xingbin
    Wei, Keke
    Huo, Yaojia
    Xu, Kai
    Zhang, Haoran
    ICSGCE 2021: 2021 (9TH) INTERNATIONAL CONFERENCE ON SMART GRID AND CLEAN ENERGY TECHNOLOGIES, 2021, : 98 - 103
  • [7] FAULT DETECTION AND DIAGNOSIS OF PHOTOVOLTAIC SYSTEM BASED ON NEURAL NETWORKS APPROACH
    Ben Rahmoune M.
    Iratni A.
    Amari A.S.
    Hafaifa A.
    Colak I.
    Diagnostyka, 2023, 24 (03):
  • [8] A statistical-based approach for fault detection and diagnosis in a photovoltaic system
    Garoudja, Elyes
    Harrou, Fouzi
    Sun, Ying
    Kara, Kamel
    Chouder, Aissa
    Silvestre, Santiago
    2017 6TH INTERNATIONAL CONFERENCE ON SYSTEMS AND CONTROL (ICSC' 17), 2017, : 75 - 80
  • [9] RESEARCH ON PERIMETER INTRUSION DETECTION OF PHOTOVOLTAIC POWER STATION BASED ON BIMODAL FUSION
    Hou, Beiping
    Chen, Jiahao
    Zhu, Yuzhen
    Zheng, Yangbin
    Yu, Aihua
    Taiyangneng Xuebao/Acta Energiae Solaris Sinica, 2024, 45 (11): : 289 - 295
  • [10] A Method for Calculating the Impedance of Three-phase Transformer in Photovoltaic Power Station Based on Power Loss
    Li, Fei
    Zhang, Yongxin
    Liu, Yang
    Tian, Yichao
    Zhang, Xing
    Ma, Mingyao
    PROCEEDINGS OF THE 15TH IEEE CONFERENCE ON INDUSTRIAL ELECTRONICS AND APPLICATIONS (ICIEA 2020), 2020, : 867 - 871