NEURAL-NETWORK-BASED TRANSIENT STABILITY ASSESSMENT OF ELECTRIC-POWER SYSTEMS

被引:3
作者
MARPAKA, DR
BODRUZZAMAN, M
DEVGAN, SS
AGHILI, SM
KARI, S
机构
[1] Department of Electrical Engineering, Tennessee State University, Nashville
[2] Department of Electrical Engineering, McNeese State University, Lake Charles
关键词
ARTIFICIAL NEURAL NETWORKS; TRANSIENT STABILITY; CRITICAL CLEARING TIME; SECURITY ASSESSMENT;
D O I
10.1016/0378-7796(94)00863-9
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
In this paper a systematic procedure to design an intelligent neurocontroller to assess the dynamic security of interconnected power systems is presented. This approach focuses on the integration of modern control theory together with the adaptive networks to determine critical clearing time for power systems.
引用
收藏
页码:251 / 256
页数:6
相关论文
共 34 条
[1]  
Varaiya, Power system transient stability analysis using Lyapunov's direct method: recent results, Proc. IEEE, 73, pp. 1703-1715, (1985)
[2]  
Aylett, The energy integral criterion of transient stability limits, Proc. Inst. Electr. Eng., Part C, 105, pp. 527-536, (1958)
[3]  
Sobajic, Pao, Artificial neural-net based dynamic security assessment for electric power systems, IEEE Trans. Power Syst., 4, pp. 220-228, (1989)
[4]  
Rao, A new approach to the transient stability problem, Trans. AIEE, Part 3, 81, pp. 186-190, (1962)
[5]  
Rastgoufard, Yazdankhah, Schlueter, Multi-machine equal area based power system transient stability measure, IEEE Transactions on Power Systems, 3, pp. 188-196, (1988)
[6]  
Vittal, Et al., Transient stability analysis of stressed power systems using the energy function method, IEEE Transactions on Power Systems, 3, pp. 239-244, (1988)
[7]  
Lippmann, An introduction to computing with neural nets, IEEE ASSP Mag., 4, 2, pp. 4-22, (1987)
[8]  
Shoureshi, Wormley, Proc: NSF/EPRI Workshop Intelligent Control Systems, (1990)
[9]  
Costello, Neural networks: what are they and how are they used, Proc. Am. Power Conf., 54, 2, pp. 1126-1131, (1992)
[10]  
Narendra, Parthasarathy, Identification and control of dynamical systems using neural networks, IEEE Trans. Neural Networks, 1, pp. 4-27, (1990)