Static security assessment using artificial neural network

PECon 2008 - 2008 IEEE 2nd International Power and Energy Conference

Volumn , Issue , 2008, Pages 1172-1178

  Saeh, I S ^a   Khairuddin, A ^a  

^a UNIVERSITI TEKNOLOGI MALAYSIA   (Malaysia)

Author keywords

Artificial neural network; Static security assessment

Indexed keywords

BACKPROPAGATION; BACKPROPAGATION ALGORITHMS; DATA FLOW ANALYSIS; ELECTRIC LOADS; ELECTRIC POWER TRANSMISSION NETWORKS; NETWORK SECURITY; POWER TRANSMISSION; VOLTAGE CONTROL;

ARTIFICIAL NEURAL NETWORK; ASSESSMENT METHODOLOGIES; BUS VOLTAGES; COMPUTATIONAL TIME; INPUT VARIABLES; LINE FLOWS; LOAD FLOW STUDIES; MULTI-LAYER FEED FORWARDS; NEWTON RAPHSON LOAD FLOWS; OPERATING CONSTRAINTS; POWER SYSTEM COLLAPSE; POWER SYSTEMS; STATIC SECURITY ASSESSMENT; STEADY-STATE OPERATING CONDITIONS; SYSTEM SECURITIES; TEST SYSTEMS; UNDERVOLTAGE; VOLTAGE MAGNITUDES;

NEURAL NETWORKS;

EID: 63049105383     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/PECON.2008.4762653     Document Type: Conference Paper

References (15)

1. A. Shandilya, H. Gupta, J. Sharma, A method for generation rescheduling and load shedding to alleviate line overloads using local optimization, IEE Proceedings on Generation, Transmission and Distribution 140 (5) (1993) 337-342.
2. Ejebe, B. C. and Wollenberg. B. F. "Automatic Contingency Selection". IEEE Trans. on Power, Apparatus and Systems, Vol. PAS- 98, No. 1. Jan/Feb 1979.
3. N. Kumar, R. Wangneo, P.K. Kalra, S.C. Srivastava, Application of artificial neural network to load flow, in: Proceedings TENCON'91,IEE Region 10 International Conference on EC3-Energy, Computer, Communication and Control System, vol. 1, 1991, pp. 199-203.
4. L.P. Singh Advanced Power System Analysis and Dynamics, New Age Int. (P) Ltd, 2002.
5. S. Sharma, L. Srivastava, M. Pandit, S.N. Singh, Identification and determination of line overloading using artificial neural network, in: Proceedings of International Conference, PEITSICON-2005, Kolkata (India), January 28-29, (2005), pp. A13 A17.
6. V.S. Vankayala, N.D. Rao, Artificial neural network and their application to power system-a bibliographical survey, Electric Power System Research 28 (1993) 67-69.
7. R. Fischl, T. F. Halpin, A. Guvenis, "The application of decision theory to contingency selection," IEEE Trans. on CAS, Vol. 29, pp.712- 723, Nov. 1982.
8. M. Di Santo, A. Vaccaro, D. Villacci, and E. Zimeo, "A distributed architecture for online power systems security analysis," IEEE Trans.Ind. Electron. vol. 51, no. 6, pp. 1238-1248, Dec. 2004.
9. D. Ram, L. Srivastava, M. Pandit, J. Sharma, Line overloading alleviation using radial basis function neural network, in: Proceedings International Conference on Power Systems: "Challenges to Electric Utilities in the New Millennium'', Hotel Yak and Yeti, Katmandu, Nepal, November 3-5, (2004), pp. 838-841.
10. L.L. Freris, A.M. Sasson, Investigation of the load-flow problem, Proc.IEE 115 (10) (1968) 1459-1470.
11. B. Stott, O. Alsac, Fast decoupled load flow, IEEE Transactions on Power Apparatus and Systems 83 (1974) 859-869.
12. M. E. Aggoune, L. E. Atlas, D. A. Cohn, M. A. El-Sharkawi and R J. Marks, "Artificial Neural Networks for Power System Static Security Assessment," IEEE International Symposium on Circuits and Systems, Portland, Oregon, May 9 -11, 1989, pp. 490-494.
13. D.Ray, S.Chakaravorti, P.K.Mukherjee. 'An application of Artificial Neural Networks for Power Systems security Evaluation'. Journal of the Institution of Engineers (INDIA0, vol 75, November 94, Page 131.135.
14. Niebur D., Germond A. J., 1992, "Power System Static Security Assessment Using the Kohonen Neural Network Classifier", IEEE Trans. on Power Systems, Vol. 7, NO. 2, pp. 270-277.
15. Craig A. Jensen, Mohamed A. El-Sharkawi, and Robert J. Marks," Power System Security Assessment Using Neural Networks: Feature Selection Using Fisher Discrimination" IEEE TRANSACTIONS ON POWER SYSTEMS, VOL. 16, NO. 4, NOVEMBER 2001, pp 757-763.