On-line fault detection algorithm of a photovoltaic system using wavelet transform

被引:47
|
作者
Kim, Il-Song [1 ]
机构
[1] Korea Natl Univ Transportat, Dept Elect Engn, Seoul, South Korea
基金
新加坡国家研究基金会;
关键词
Wavelet transform; Fault detection; Photovoltaic system; Islanding detection; VOLTAGE-SOURCE INVERTERS; INDUCTION-MOTOR DRIVES; OPEN-CIRCUIT FAULT; DISTRIBUTED GENERATION; ISLANDING DETECTION; DIAGNOSTIC SYSTEM; NEURAL-NETWORK; PWM INVERTER; MODEL;
D O I
10.1016/j.solener.2016.01.005
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 fault detection algorithm of a grid-connected photovoltaic system using wavelet transform is suggested in this paper. When the faults occur in the power conditioning system, the impact on the grid system is very risky. Therefore, it is necessary to detect faults in a short time period. When using the conventional detection method, extra hardware and sensors are required to detect the inverter failure; moreover, the disadvantage of the conventional method are its high cost and re-design problem if the inverter specification needs to be changed. Multi-level decomposition wavelet transformation is an efficient method to detect the fault location and components of the inverter. Prompt and accurate diagnostic function is possible using the normalized standard deviation of the wavelet coefficients. The proposed algorithm has simple calculation and precise diagnostic capabilities of the fault detection. A computer simulation is performed and the experimental result verifies the validity of the proposed method. (C) 2016 Elsevier Ltd. All rights reserved.
引用
收藏
页码:137 / 145
页数:9
相关论文
共 50 条
  • [21] Islanding Detection and Control in Grid Based System Using Wavelet Transform
    Sharma, Rashmi
    Singh, Pratibha
    2012 IEEE FIFTH POWER INDIA CONFERENCE, 2012,
  • [22] The Application of the Wavelet Transform in Grounding Fault Detection
    Yan, Guangtai
    Ha, Hengxu
    Hu, Xitong
    ELECTRONIC INFORMATION AND ELECTRICAL ENGINEERING, 2012, 19 : 636 - 638
  • [23] FAULT DETECTION, CLASSIFICATION AND LOCATION ON TRANSMISSION LINES USING WAVELET TRANSFORM
    Reddy, B. Ravindranath
    Kumar, M. Vijaya
    Suryakalavathi, M.
    Babu, Ch. Prasanth
    CEIDP: 2009 ANNUAL REPORT CONFERENCE ON ELECTRICAL INSULATION AND DIELECTRIC PHENOMENA, 2009, : 381 - 383
  • [24] Fault Detection on Power Transmission Line Based on Wavelet Transform and Scalogram Image Analysis
    Altaie, Ahmed Sabri
    Majeed, Ammar Abbas
    Abderrahim, Mohamed
    Alkhazraji, Afaneen
    ENERGIES, 2023, 16 (23)
  • [25] Detection of Small Current Grounding Fault line Based on Wavelet Transform and Neural Networks
    Zhang Zhigang
    Li Aihua
    Liu Yanhong
    Hu Guoying
    PROCEEDINGS OF THE 27TH CHINESE CONTROL CONFERENCE, VOL 5, 2008, : 790 - 794
  • [26] On-line health monitoring and damage detection of structures based on the wavelet transform
    Zhu, B.
    Leung, A. Y. T.
    Wong, C. K.
    Lu, W. Z.
    INTERNATIONAL JOURNAL OF STRUCTURAL STABILITY AND DYNAMICS, 2008, 8 (03) : 367 - 387
  • [27] Islanding Detection System for Grid Connected Photovoltaic System under Different Fault Condition Using Intelligent Detection Method (IDM)
    Ganesh, R. Jai
    Muralidharan, S.
    ELECTRIC POWER COMPONENTS AND SYSTEMS, 2023, 51 (13) : 1355 - 1366
  • [28] Analysis and validation of wavelet transform based DC fault detection in HVDC system
    Yeap, Yew Ming
    Geddada, Nagesh
    Ukil, Abhisek
    APPLIED SOFT COMPUTING, 2017, 61 : 17 - 29
  • [29] Photovoltaic fault detection algorithm based on theoretical curves modelling and fuzzy classification system
    Dhimish, Mahmoud
    Holmes, Violeta
    Mehrdadi, Bruce
    Dales, Mark
    Mather, Peter
    ENERGY, 2017, 140 : 276 - 290
  • [30] Disturbance detection in grid-connected distributed generation system using wavelet and S-transform
    Ray, Prakash K.
    Mohanty, Soumya R.
    Kishor, Nand
    ELECTRIC POWER SYSTEMS RESEARCH, 2011, 81 (03) : 805 - 819