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
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