Medium voltage dynamic voltage restorer with neural network controlled voltage disturbance detector

被引:0
|
作者
Chung, Y. H. [1 ]
Kim, H. J. [1 ]
Kwon, G. H. [1 ]
Park, T. B. [1 ]
Kim, S. H. [1 ]
Kim, K. S. [1 ]
Moon, J. I. [1 ]
机构
[1] LS Ind Syst R&D Ctr, Anyang, South Korea
关键词
dynamic voltage restorer; neural network; realtime digital control; voltage Sag/Swell;
D O I
暂无
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
This paper describes the medium voltage high power DVR (Dynamic Voltage Restorer) with the new voltage disturbance detection method and the real-time digital voltage control. The new voltage disturbance detector was implemented by using the delta rule of the neural network control. Through the proposed method, we can instantaneously obtain the peak value of each phase voltage even under the single phase input voltage conditions. Compared to the conventional synchronous reference frame method, the proposed one shows the minimum time delay to determine the instance of the voltage sag or voltage swell event. Also real-time digital voltage control technique was adopted, where the inverter output filter capacitance voltage, the filter reactor current and the load current are sampled to calculate the inverter PWM command for the next sampling interval. By using digital control, the disturbance voltage can be compensated to the reference voltage level within two sampling intervals. The proposed disturbance detector and the voltage compensator were applied to the medium voltage high power DVR (22.9kV/4MVA) that was developed for the application of semiconductor manufacture plant. The performances of the proposed DVR control were verified through computer simulation and experimental results. Finally, conclusions are given.
引用
收藏
页码:2801 / +
页数:3
相关论文
共 50 条
  • [1] Neural network controlled voltage disturbance detector and output voltage regulator for dynamic voltage restorer
    Chung, Y. H.
    Kim, H. J.
    Kwon, G. H.
    Park, T. B.
    Kim, S. H.
    Kim, K. S.
    Choe, J. W.
    [J]. 2007 EUROPEAN CONFERENCE ON POWER ELECTRONICS AND APPLICATIONS, VOLS 1-10, 2007, : 4792 - 4800
  • [2] Dynamic voltage restorer with neural network controlled voltage disturbance detector and real-time digital voltage control
    Chung, Y. H.
    Kim, H. J.
    Kwon, G. H.
    Park, T. B.
    Kim, S. H.
    Kim, K. S.
    Choe, J. W.
    [J]. 2007 IEEE POWER ENGINEERING SOCIETY GENERAL MEETING, VOLS 1-10, 2007, : 3817 - 3823
  • [3] The Design of Filter Parameters of Dynamic Voltage Restorer in Medium Voltage Network
    Yao Senjing
    Zhu Zhengguo
    Zhang Huaying
    Cao Junwei
    Zhang Guangyi
    [J]. MECHANICAL AND ELECTRONICS ENGINEERING VI, 2014, 654 : 133 - 141
  • [4] Neural network control for dynamic voltage restorer
    Jurado, F
    [J]. IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2004, 51 (03) : 727 - 729
  • [5] Neural network control for dynamic voltage restorer
    Jurado, F
    Hidalgo, FP
    [J]. IECON-2002: PROCEEDINGS OF THE 2002 28TH ANNUAL CONFERENCE OF THE IEEE INDUSTRIAL ELECTRONICS SOCIETY, VOLS 1-4, 2002, : 615 - 620
  • [6] Algorithm for Rapid Detection of Voltage Disturbance in Dynamic Voltage Restorer
    Han, B.
    Bae, B.
    Lee, J.
    Lee, H.
    [J]. 2008 IEEE POWER & ENERGY SOCIETY GENERAL MEETING, VOLS 1-11, 2008, : 1850 - 1855
  • [7] Mitigation of voltage sag using adaptive neural network with dynamic voltage restorer
    Banaei, M. R.
    Hosseini, S. H.
    Khajee, M. Darkalee
    [J]. IPEMC 2006: CES/IEEE 5TH INTERNATIONAL POWER ELECTRONICS AND MOTION CONTROL CONFERENCE, VOLS 1-3, CONFERENCE PROCEEDINGS, 2006, : 760 - +
  • [8] Control and test of dynamic voltage restorer on the medium voltage grid
    Nielsen, JG
    Nielsen, H
    Blaabjerg, F
    [J]. 2003 IEEE INDUSTRY APPLICATIONS CONFERENCE, VOLS 1-3: CROSSROADS TO INNOVATIONS, 2003, : 948 - 955
  • [9] New Configuration of Dynamic Voltage Restorer for Medium Voltage Application
    Sadigh, Arash Khoshkbar
    Dargahi, Vahid
    Corzine, Keith
    [J]. APEC 2016 31ST ANNUAL IEEE APPLIED POWER ELECTRONICS CONFERENCE AND EXPOSITION, 2016, : 2187 - 2193
  • [10] Dynamic Voltage Restorer Based on Neural Network and Particle Swarm Optimization for Voltage Mitigation
    Gupta, Monika
    Sindhu, Aditya
    [J]. INFORMATION SYSTEMS DESIGN AND INTELLIGENT APPLICATIONS, VOL 1, INDIA 2016, 2016, 433 : 569 - 577