Application of Neural Networks in Power Systems; A Review

被引:0
作者
Haque, M. Tarafdar [1 ]
Kashtiban, A. M. [1 ]
机构
[1] Tabriz Univ, Dept Elect & Comp Engn, Tabriz, Iran
来源
PROCEEDINGS OF WORLD ACADEMY OF SCIENCE, ENGINEERING AND TECHNOLOGY, VOL 6 | 2005年
关键词
Neural network; power system; security assessment; fault diagnosis; load forecasting; economic dispatch; harmonic analyzing;
D O I
暂无
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
The electric power industry is currently undergoing an unprecedented reform. One of the most exciting and potentially profitable recent developments is increasing usage of artificial intelligence techniques. The intention of this paper is to give an overview of using neural network (NN) techniques in power systems. According to the growth rate of NNs application in some power system subjects, this paper introduce a brief overview in fault diagnosis, security assessment, load forecasting, economic dispatch and harmonic analyzing. Advantages and disadvantages of using NNs in above mentioned subjects and the main challenges in these fields have been explained, too.
引用
收藏
页码:53 / 57
页数:5
相关论文
共 31 条
[1]  
ANSARIMEHR P, 2002, SHORT TERM LOAD FORE, P1082
[2]   New method for generators' angles and angular velocities prediction for transient stability assessment of multimachine power systems using recurrent artificial neural network [J].
Bahbah, AG ;
Girgis, AA .
IEEE TRANSACTIONS ON POWER SYSTEMS, 2004, 19 (02) :1015-1022
[3]  
CHAN KW, 2000, ONLINE DVNAMIC SECUR, P367
[4]   Neural network design for short-term load forecasting [J].
Charytoniuk, W ;
Chen, MS .
DRPT2000: INTERNATIONAL CONFERENCE ON ELECTRIC UTILITY DEREGULATION AND RESTRUCTURING AND POWER TECHNOLOGIES, PROCEEDINGS, 2000, :554-561
[5]  
CHICCO G, 2001, LOAD PATTERN CLUSTER, P550
[6]  
CHICCO G, 2001, NEURAL NETWORK FAST, P312
[7]  
ELDESOUKY AA, 2000, IEE P DISTR C JUL, P213
[8]  
FANABASHI M, 1995, FUZZY NEURAL HYBRID, P32
[9]  
GAVRILAS M, 2001, IEE CIRED C JUN, P482
[10]   Neural networks for short-term load forecasting: A review and evaluation [J].
Hippert, HS ;
Pedreira, CE ;
Souza, RC .
IEEE TRANSACTIONS ON POWER SYSTEMS, 2001, 16 (01) :44-55