Application of artificial neural networks in network calculations

被引:0
|
作者
Crapanzano, G [1 ]
Müller, V [1 ]
Nelles, D [1 ]
机构
[1] Univ Kaiserslautern, Lehrstuhl Elektr Enegieversorgung, D-67653 Kaiserslautern, Germany
关键词
artificial neural network; distance protection; equivalent network; dynamic equivalent; radial basis function;
D O I
10.1007/s002020100097
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
We describe radial basis functions as a special form of artificial neural networks and test whether they are applicable to power systems. In the application to distance protection, the dividing and filtering capability are in the centre of interest. In modelling of equivalent circuits for external networks, primarily the static case is important. In the dynamic case the research is started by using the E' model and the Park equations for generator modelling.
引用
收藏
页码:313 / 325
页数:13
相关论文
共 50 条
  • [31] An application of artificial neural networks in computational hydraulics
    Babovic, V
    Bartoli, N
    ENVIRONMENTAL AND COASTAL HYDRAULICS: PROTECTING THE AQUATIC HABITAT, PROCEEDINGS OF THEME B, VOLS 1 & 2, 1997, 27 : 865 - 870
  • [32] Application of Artificial Neural Networks in interactive simulation
    Jula, P
    Houshyar, A
    Severance, FL
    Sawhney, A
    COMPUTERS & INDUSTRIAL ENGINEERING, 1996, 31 (1-2) : 417 - 420
  • [33] APPLICATION OF ARTIFICIAL NEURAL NETWORKS TO CLINICAL MEDICINE
    BAXT, WG
    LANCET, 1995, 346 (8983): : 1135 - 1138
  • [34] Application of Artificial Neural Networks for Temperature Forecasting
    Hayati, Mohsen
    Mohebi, Zahra
    PROCEEDINGS OF WORLD ACADEMY OF SCIENCE, ENGINEERING AND TECHNOLOGY, VOL 22, 2007, 22 : 275 - 279
  • [35] Application of artificial neural networks in interactive simulation
    Western Michigan Univ, Kalamazoo, United States
    Computers and Industrial Engineering, 1996, 31 (1-2): : 417 - 420
  • [36] Application of artificial neural networks to ground settlements
    Yoon, YW
    Kang, BH
    Kang, TH
    SOIL MECHANICS AND GEOTECHNICAL ENGINEERING, VOL 1: ELEVENTH ASIAN REGIONAL CONFERENCE, 1999, : 451 - 454
  • [37] Application of Artificial Neural Networks for Catalysis: A Review
    Li, Hao
    Zhang, Zhien
    Liu, Zhijian
    CATALYSTS, 2017, 7 (10)
  • [38] Application of artificial neural networks for river regime
    Bui, M. D.
    Huber, D.
    Kaveh, K.
    da Silva, A. M. E.
    Rutschmann, P.
    RIVER FLOW 2016, 2016, : 154 - 160
  • [39] Application of artificial neural networks in Osprey process
    Fu, Xiaowei
    Zhang, Jishan
    Sun, Zuqing
    Beijing Keji Daxue Xuebao/Journal of University of Science and Technology Beijing, 1997, 19 (01): : 59 - 62
  • [40] Application of artificial neural networks in rotor balancing
    Wang, Xiaosheng
    Zhang, Bingyan
    Zhang, Dali
    Ma, Xiaojiang
    Zhongguo Dianji Gongcheng Xuebao/Proceedings of the Chinese Society of Electrical Engineering, 1998, 18 (04): : 262 - 266