Application of artificial neural networks for prediction of voltage instability

被引：0
|
作者：
Vallabhan, SC [1 ]
Jeyasurya, B [1 ]
机构：
[1] MEM UNIV NEWFOUNDLAND, FAC ENGN & APPL SCI, St John, NF A1B 3X5, CANADA
来源：
ELECTRIC MACHINES AND POWER SYSTEMS | 1997年 / 25卷 / 02期
基金：
加拿大自然科学与工程研究理事会;
关键词：
D O I：
10.1080/07313569708955734
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 investigates the application of artificial neural networks for prediction of voltage instability. A voltage stability index based on an energy margin method is used for designing: the artificial neural network. Contingencies are also taken into account while computing the voltage stability index and for training the neural network. The effects of learning rate and training tolerance on the neural network performance are studied. Tests results based on the IEEE 24 bus Reliability test system are presented.
引用
收藏
页码：215 / 226
页数：12
相关论文
共 50 条
  • [11] Application of artificial neural networks for water quality prediction
    Najah, A.
    El-Shafie, A.
    Karim, O. A.
    El-Shafie, Amr H.
    NEURAL COMPUTING & APPLICATIONS, 2013, 22 : S187 - S201
  • [12] Prediction of flashover voltage of contaminated insulator using artificial neural networks
    Al Alawi, Saleh
    Salam, M. A.
    Maqrashi, A. A.
    Ahmad, Hussein
    ELECTRIC POWER COMPONENTS AND SYSTEMS, 2006, 34 (08) : 831 - 840
  • [13] An Application of Artificial Neural Networks for Prediction and Comparison with Statistical Methods
    Balli, S.
    Tarimer, I.
    ELEKTRONIKA IR ELEKTROTECHNIKA, 2013, 19 (02) : 101 - 105
  • [14] APPLICATION OF ARTIFICIAL NEURAL NETWORKS FOR PROKARYOTIC TRANSCRIPTION TERMINATOR PREDICTION
    NAIR, TM
    TAMBE, SS
    KULKARNI, BD
    FEBS LETTERS, 1994, 346 (2-3) : 273 - 277
  • [15] Application of artificial neural networks in prediction of multiaxial strength of concrete
    Wang, Huai-Liang
    Song, Yu-Pu
    Shenyang Jianzhu Daxue Xuebao (Ziran Kexue Ban)/Journal of Shenyang Jianzhu University (Natural Science), 2006, 22 (01): : 61 - 64
  • [16] Application of artificial neural networks to the prediction of sewing performance of fabrics
    Hui, Patrick C. L.
    Chan, Keith C. C.
    Yeung, K. W.
    Ng, Frency S. F.
    INTERNATIONAL JOURNAL OF CLOTHING SCIENCE AND TECHNOLOGY, 2007, 19 (05) : 291 - 318
  • [17] Application of artificial neural networks in yield prediction of potato crop
    Abhishek Pandey
    Anu Mishra
    Russian Agricultural Sciences, 2017, 43 (3) : 266 - 272
  • [18] Application of artificial neural networks for prediction of the retention indices of alkylbenzenes
    Zhang, RS
    Yan, AX
    Liu, MC
    Liu, H
    Hu, ZD
    CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS, 1999, 45 (1-2) : 113 - 120
  • [19] Application of artificial neural networks for the prediction of aluminium agglomeration processes
    Tejasvi, K.
    Setty, Y. Pydi
    Rao, Vemana Venkateswara
    Chakarvarthy, Kalyan
    INTERNATIONAL JOURNAL OF AVIATION AERONAUTICS AND AEROSPACE, 2018, 5 (05):
  • [20] Application of artificial neural networks in the prediction of sugarcane juice Pol
    Coelho, Anderson P.
    Bettiol, Joao V. T.
    Dalri, Alexandre B.
    Fischer Filho, Joao A.
    de Faria, Rogerio T.
    Palaretti, Luiz F.
    REVISTA BRASILEIRA DE ENGENHARIA AGRICOLA E AMBIENTAL, 2019, 23 (01): : 9 - 15
12345