Wavelet Entropy and its Application for Flicker Contribution Evaluation

被引:3
作者
Silsupur, Murat [1 ]
Turkay, Belgin Emre [1 ]
机构
[1] ITU, Dept Elect Engn, TR-34469 Istanbul, Turkey
关键词
flicker; multi-resolution wavelet analysis; information theory; wavelet energy entropy; SIGNAL; DIAGNOSIS; VOICE; EEG;
D O I
10.1002/tee.22791
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
As a result of the integration of various new load types and generation units into electric power systems, power quality disturbances such as sag-swell, harmonics, inter-harmonics, and flicker have come into focus in the last decades. Among these disturbances, flicker is one of the serious power quality issues for both power system operators and users. In addition to having direct effects on human life such as the discomfort caused by visual disturbance, flicker may cause incorrect operations of electrical devices. Furthermore, finding a dominant flicker source in order to mitigate it and supply high-quality power to users are the main tasks of network operators. The measurement of the flicker level is defined in the IEC 61000-4-15 standard as measured by a flicker meter; however, it deals only with voltage signals and is not sufficient to understand the contribution of the load and background power systems separately. Therefore, this paper proposes new approaches to the evaluation of flicker characteristics using simulated and real signals. The novelty of this paper is that it investigates the flicker characteristics in the light of multi-resolution wavelet analysis and information-theory-based wavelet energy entropy analysis together and proposes a new index to interpret flickers' responsibility in load and flicker source detection. The proposed method uses only voltage and current signals and does not require additional calculation of any network parameter such as the system impedance. The proposed method is validated by simulations as well as site measurements, and the results show the accuracy and suitability of the proposed method. (c) 2018 Institute of Electrical Engineers of Japan. Published by John Wiley & Sons, Inc.
引用
收藏
页码:67 / 74
页数:8
相关论文
共 50 条
  • [1] A New Approach for Flicker Analysis Using Information-Theory-Based Wavelet Energy Entropy
    Silsupur, Murat
    Turkay, Belgin Emre
    IEEJ TRANSACTIONS ON ELECTRICAL AND ELECTRONIC ENGINEERING, 2017, 12 (06) : 961 - 962
  • [2] Determination of Flicker Contribution Level by Using Proposed Index
    Silsupur, Murat
    Turkay, Belgin Emre
    ELEKTRONIKA IR ELEKTROTECHNIKA, 2018, 24 (02) : 18 - 26
  • [3] Study on Wavelet Energy Entropy and its Application to Bioelectrical Signal De-noising
    Luo Zhi-zeng
    Zhou Wei
    2009 3RD INTERNATIONAL CONFERENCE ON BIOINFORMATICS AND BIOMEDICAL ENGINEERING, VOLS 1-11, 2009, : 2625 - 2628
  • [4] Shannon Entropy of Binary Wavelet Packet Subbands and Its Application in Bearing Fault Extraction
    Wan, Shuting
    Zhang, Xiong
    Dou, Longjiang
    ENTROPY, 2018, 20 (04):
  • [5] Improved wavelet entropy calculation with window functions and its preliminary application to study intracranial pressure
    Xu, Peng
    Hu, Xiao
    Yao, Dezhong
    COMPUTERS IN BIOLOGY AND MEDICINE, 2013, 43 (05) : 425 - 433
  • [6] Application of stationary wavelet entropy in pathological brain detection
    Wang, Shuihua
    Du, Sidan
    Atangana, Abdon
    Liu, Aijun
    Lu, Zeyuan
    MULTIMEDIA TOOLS AND APPLICATIONS, 2018, 77 (03) : 3701 - 3714
  • [7] Entropy and its Application to Urban Systems
    Purvis, Ben
    Mao, Yong
    Robinson, Darren
    ENTROPY, 2019, 21 (01)
  • [8] Enhancement of a Frequency Estimation Algorithm and Its Application to Harmonic and Flicker Measurements
    Chen, Ming-Tang
    Hsiao, Sheng-Jen
    Lu, Chen-Wen
    2008 13TH INTERNATIONAL CONFERENCE ON HARMONICS AND QUALITY OF POWER, VOLS 1 AND 2, 2008, : 606 - 610
  • [9] Wavelet Entropy method for EEG analysis: Application to global brain injury
    Al-Nashash, HA
    Paul, JS
    Thakor, NV
    1ST INTERNATIONAL IEEE EMBS CONFERENCE ON NEURAL ENGINEERING 2003, CONFERENCE PROCEEDINGS, 2003, : 348 - 351
  • [10] Method of Ameliorative Multi-Objective Synthetic Evaluation Based on Entropy Weight and Its Application
    Wen Liang-chen
    Zhang Xue-feng
    Zhu Li-mei
    CCDC 2009: 21ST CHINESE CONTROL AND DECISION CONFERENCE, VOLS 1-6, PROCEEDINGS, 2009, : 1538 - +