Design of Neural Network-Based Phasor Measurement Unit for Monitoring of Power System

被引:0
|
作者
Chen, Cheng-I [1 ]
Chen, Yeong-Chin [2 ]
Chin, Yuan-Chieh [3 ]
Wang, Hung-Lu [4 ]
机构
[1] Natl Cent Univ, Dept Elect Engn, Taoyuan, Taiwan
[2] Asia Univ, Dept Comp Sci & Informat Engn, Taichung, Taiwan
[3] Chien Kuo Technol Univ, Dept Elect Engn, Changhua, Taiwan
[4] BSMI Minist, Elect Inspect Dept, Taichung, Taiwan
关键词
Global positioning system (GPS); phasor measurement unit (PMU); digital signal processor (DSP); synchronized measurement system; neural network-based method; GENERATION;
D O I
暂无
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
The synchronized measurement is important to the applications in power system. With the obtained power information, the conditions of power system can be easily realized, such as power quality, transient stability, and efficiency of energy usage, etc. In this paper, the design of phasor measurement unit for power system monitoring based on neural network is proposed. Through the experiment, the performance of proposed phasor measurement can be verified according to IEEE Std. C37.118-2005.
引用
收藏
页码:45 / 48
页数:4
相关论文
共 50 条
  • [31] Improved Power Quality Monitoring through Phasor Measurement Unit Data Interpretation
    Pertl, Michael
    Marinelli, Mattia
    Bindner, Henrik
    2015 50TH INTERNATIONAL UNIVERSITIES POWER ENGINEERING CONFERENCE (UPEC), 2015,
  • [32] A neural network-based power system stabilizer using power flow characteristics
    Park, YM
    Lee, KY
    Choi, MS
    IEEE TRANSACTIONS ON ENERGY CONVERSION, 1996, 11 (02) : 435 - 441
  • [33] Analog neural network-based helicopter gearbox health monitoring system
    Monsen, PT
    Dzwonczyk, M
    Manolakos, ES
    JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA, 1995, 98 (06): : 3235 - 3249
  • [34] Spiking Neural Network-based Structural Health Monitoring Hardware System
    Javed, Aqib
    Harkin, Jim
    McDaid, Liam
    Liu, Junxiu
    2021 IEEE SYMPOSIUM SERIES ON COMPUTATIONAL INTELLIGENCE (IEEE SSCI 2021), 2021,
  • [35] Optimal Placement of Phasor Measurement Unit System on the Hungarian Transmission Network
    Galo, Andras
    Farkas, Csaba
    Gregus, Zoltan
    9TH INTERNATIONAL YOUTH CONFERENCE ON ENERGY, IYCE 2024, 2024,
  • [36] Minimum Phasor Measurement Unit Placement For Partial Observability of Power System
    Mohamud, Abdishakur Mohamed
    Wu, Jing
    Long, Chengnian
    Li, Shaoyuan
    PROCEEDINGS OF THE 35TH CHINESE CONTROL CONFERENCE 2016, 2016, : 10085 - 10089
  • [37] Enhancement of Power System Observability by Optimal Allocation of Phasor Measurement Unit
    Kandasamy, Deebiga
    Hussain, Raqib A.
    ICACCS 2015 PROCEEDINGS OF THE 2ND INTERNATIONAL CONFERENCE ON ADVANCED COMPUTING & COMMUNICATION SYSTEMS, 2015,
  • [38] Influence of Phasor Measurement Unit in Power System Dynamic State Estimation
    Dowi, Sideig A.
    Li, Gengyin
    2013 2ND INTERNATIONAL SYMPOSIUM ON INSTRUMENTATION AND MEASUREMENT, SENSOR NETWORK AND AUTOMATION (IMSNA), 2013, : 395 - 399
  • [39] System Redundancy Index based Optimized Phasor Measurement Unit Placement for Complete Network Observability
    Awon, Muhammad
    Butt, Hassan Zahid
    Khalid, Hassan Abdullah
    Janjua, Abdul Kashif
    2018 4TH INTERNATIONAL CONFERENCE ON POWER GENERATION SYSTEMS AND RENEWABLE ENERGY TECHNOLOGIES (PGSRET-2018), 2018, : 181 - 185
  • [40] Optimal allocation of phasor measurement unit for full observability of the connected power network
    Babu, Rohit
    Bhattacharyya, Biplab
    INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2016, 79 : 89 - 97