Application of An Artificial Neural Network to Study The Transient Stability of An Alternator Connected to Infinite Bus

被引:0
|
作者
Mandal, Priyaranjan [1 ]
机构
[1] Univ Calcutta, Dept Appl Phys, Kolkata, India
关键词
power system stability; transient stability; neural network; training of neural network;
D O I
暂无
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
This paper uses the neural network theory to study the transient stability. The MATLAB simulink model of an alternator is considered to be connected to an infinite bus. The transient stability of this alternator is studied after a phase fault. The relative rotor angle is taken as the measuring parameter. A neural network based approach is applied to study the transient stability of the same system. This approach gives expected results.
引用
收藏
页码:224 / 227
页数:4
相关论文
共 50 条
  • [31] Transient stability assessment using artificial neural networks
    Krishna, S
    Padiyar, KR
    PROCEEDINGS OF IEEE INTERNATIONAL CONFERENCE ON INDUSTRIAL TECHNOLOGY 2000, VOLS 1 AND 2, 2000, : 627 - 632
  • [32] Transient stability assessment using artificial neural networks
    ElAmin, IM
    AlShams, AAM
    ELECTRIC POWER SYSTEMS RESEARCH, 1997, 40 (01) : 7 - 16
  • [33] Development and Application of Artificial Neural Network
    Yu-chen Wu
    Jun-wen Feng
    Wireless Personal Communications, 2018, 102 : 1645 - 1656
  • [34] Principle and application of artificial neural network
    Pan Xuhua
    PROCEEDINGS OF THE FIRST INTERNATIONAL SYMPOSIUM ON TEST AUTOMATION & INSTRUMENTATION, VOLS 1 - 3, 2006, : 1280 - 1283
  • [35] Development and Application of Artificial Neural Network
    Wu, Yu-chen
    Feng, Jun-wen
    WIRELESS PERSONAL COMMUNICATIONS, 2018, 102 (02) : 1645 - 1656
  • [36] Application of Artificial Neural Network in Engineering
    ZHANG Fan
    WANG Lei
    ZHOU Zhou
    ZHAO Jiaxin
    ZHANG Sensen
    HU Shixiang
    MA Wengang
    International Journal of Plant Engineering and Management, 2020, 25 (03) : 186 - 192
  • [37] Stability analysis for stochastic neural network with infinite delay
    Su, Huan
    Li, Wenxue
    Wang, Ke
    Ding, Xiaohua
    NEUROCOMPUTING, 2011, 74 (10) : 1535 - 1540
  • [38] Transient stability of a single machine-infinite bus system considering a regulating transformer
    Indulkar, C.S.
    Journal of the Institution of Engineers (India): Electrical Engineering Division, 2002, 83 (DEC.): : 237 - 241
  • [39] Application of Artificial Neural Network for Speed Control of BLDC Motor 90KW in Electrical Bus
    Pamuji, Feby Agung
    Prihantari, Kharisma Julieta
    Riawan, Dedet Candra
    Asfani, Dimas Anton
    Suryoatmojo, Heri
    Guntur, Harus L.
    Sudarmanta, Bambang
    Arumsari, Nurvita
    PRZEGLAD ELEKTROTECHNICZNY, 2022, 98 (02): : 203 - 210
  • [40] Statistical Assessment of the First-Swing Transient Stability of a Single Machine Infinite Bus Network with Renewable Energy Sources Generation
    Morales, Juan D.
    Milanovic, Jovica V.
    2023 IEEE BELGRADE POWERTECH, 2023,