Real-Time Implementation of Signal Processing Techniques for Disturbances Detection

被引:46
|
作者
Singh, Rupal H. [1 ]
Mohanty, Soumya R. [1 ]
Kishor, Nand [2 ]
Thakur, Ankit K. [1 ]
机构
[1] Motilal Nehru Natl Inst Technol, Dept Elect Engn, Allahabad 211004, Uttar Pradesh, India
[2] Univ Agder, N-4879 Grimstad, Norway
关键词
Discrete wavelet transform (DWT); empirical mode decomposition (EMD); field-programmable gate arrays (FPGA); islanding; orthogonal empirical mode decomposition (OEMD); power quality (PQ) disturbance; EMPIRICAL-MODE DECOMPOSITION; ISLANDING DETECTION; VOLTAGE UNBALANCE; POWER; FREQUENCY; WAVELET; TRANSFORM; FPGA;
D O I
10.1109/TIE.2018.2851968
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The real-time analysis of power quality (PQ) disturbances and islanding detection for distributed generation (DG) system using signal processing algorithms are still at a premature stage. Quick and reliable detection of islanding and PQ disturbances needs renewed focus. This paper is concentrated on the implementation of advanced signal processing techniques in field-programmable gate array (FPGA) to identify PQ and islanding events in real time. The proposed scheme is based on orthogonal empirical mode decomposition (OEMD) implemented in FPGA. This technique does not suffer from the loss of signal characteristics with successive decomposition levels. The performance of said technique is demonstrated for different PQ and islanding events simulated on IEEE 13 bus DG system and experiments conducted on a laboratory setup. The detection ability has been compared with discrete wavelet transform (DWT) and basic empirical mode decomposition (EMD). It is found that DWT completely fails for the signal with noise content, while the performance of basic EMD deteriorates with an increased level of noise content. On the other hand, OEMD reliably and accurately detects the disturbances conducted in the study, both simulated and experimental.
引用
收藏
页码:3550 / 3560
页数:11
相关论文
共 50 条
  • [21] A systematic review of real-time detection and classification of power quality disturbances
    Caicedo, Joaquin E.
    Agudelo-Martinez, Daniel
    Rivas-Trujillo, Edwin
    Meyer, Jan
    PROTECTION AND CONTROL OF MODERN POWER SYSTEMS, 2023, 8 (01)
  • [22] A New Real-Time Lucky Imaging Algorithm and Its Implementation Techniques
    Wang, Jinliang
    Li, Binhua
    Xing, Kai
    IEEE ACCESS, 2020, 8 : 52192 - 52208
  • [23] Design and implementation of real-time fabric defect detection system
    Chang, Hai-Feng
    Advances in Information Sciences and Service Sciences, 2012, 4 (21): : 23 - 30
  • [24] RIVER: Reconfigurable Flow and Fabric for Real-Time Signal Processing on FPGAs
    Brugger, Christian
    Hillenbrand, Dominic
    Balzer, Matthias
    ACM TRANSACTIONS ON RECONFIGURABLE TECHNOLOGY AND SYSTEMS, 2014, 7 (03)
  • [25] FPGA Implementation of Image Processing for Real-Time Robot Vision System
    Hagiwara, Hayato
    Asami, Kenichi
    Komori, Mochimitsu
    CONVERGENCE AND HYBRID INFORMATION TECHNOLOGY, 2011, 206 : 134 - 141
  • [26] FPGA Based Real-Time Lane Detection and Tracking Implementation
    El hajjouji, I.
    El mourabit, A.
    Asrih, Z.
    Mars, S.
    Bernoussi, B.
    2016 INTERNATIONAL CONFERENCE ON ELECTRICAL AND INFORMATION TECHNOLOGIES (ICEIT), 2016, : 186 - 190
  • [27] FPGA Implementation of the Automatic Multiscale Based Peak Detection for Real-time Signal Analysis on Renewable Energy Systems
    Colak, Alperen Mustafa
    Shibata, Yuichiro
    Kurokawa, Fujio
    2016 IEEE INTERNATIONAL CONFERENCE ON RENEWABLE ENERGY RESEARCH AND APPLICATIONS (ICRERA), 2016, : 379 - 384
  • [28] Boundary Wavelet Coefficients for Real-Time Detection of Transients Induced by Faults and Power-Quality Disturbances
    Costa, Flavio B.
    IEEE TRANSACTIONS ON POWER DELIVERY, 2014, 29 (06) : 2674 - 2687
  • [29] FPGA Implementation of Target Detection Algorithm at Real Time Video Signal Processing Using Harris Corner Detector Filter
    Onat, Emrah
    2018 26TH SIGNAL PROCESSING AND COMMUNICATIONS APPLICATIONS CONFERENCE (SIU), 2018,
  • [30] A Human Electrocardiogram Signal Processing Algorithm for Real-Time Control and Monitoring Applications
    Karimipour, Atiyeh
    Homaeinezhad, Mohammad Reza
    2014 SECOND RSI/ISM INTERNATIONAL CONFERENCE ON ROBOTICS AND MECHATRONICS (ICROM), 2014, : 428 - 433