On-line dynamic security contingency screening using artificial neural networks

IEE Proceedings: Generation, Transmission and Distribution

Volumn 147, Issue 6, 2000, Pages 367-372

  Chan, K W ^a   Edwards, A R ^b   Dunn, R W ^c   Daniels, A R ^c  

^a HONG KONG POLYTECHNIC UNIVERSITY   (Hong Kong)

^b Avantage Systems Limited   (United Kingdom)

^c UNIVERSITY OF BATH   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; COMPUTATIONAL COMPLEXITY; COSTS; ELECTRIC POWER SYSTEM PROTECTION; NEURAL NETWORKS; ONLINE SYSTEMS; PATTERN RECOGNITION; SECURITY SYSTEMS;

ONLINE DYNAMIC SECURITY ASSESSMENTS;

ELECTRIC POWER SYSTEMS;

EID: 0034314240     PISSN: 13502360     EISSN: None     Source Type: Journal    
DOI: 10.1049/ip-gtd:20000712     Document Type: Article

References (20)

1. MORISON, K., HAMADANIZADEH, H., and WANG, L.: 'Dynamic security assessment tools'. IEEE PES Summer Meeting, 1999, Vol. 1, pp. 282-286
2. CHAN, K.W., DUNN, R.W., DANIELS, A.R., PADGET, J.A., BUXTON, P.H., RAWLINS, M.J., and EKWUE, A.O.: 'On-line dynamic security contincency screening and ranking', IEE Proc. Gener. Transm. Distrib., 1997, 144, pp. 132-138
3. ZHANG, Y., WEHENKEL, L., ROUSSEAUX, P., and PAVELLA, M.: 'Sime: A hybrid approach to fast transient stability assessment and contincency selection', Int. J. Electr. Power Energy Syst., 1997, 19, pp. 195-208
4. KUMAR, A.B.R., BRANDWAJN, V., IPAKCHI, A., and ADAPA, R.: 'Intecrated framework for dynamic security analysis'. Proceedingsof Stockholm Power Tech, 18-22 June 1995, pp. 382-387
5. DEMAREE, K., ATHAY, T., CHEUNG, K.W., MANSOUR, Y., VAAHEDI, E., CHANG, A.Y., CORNS, B.R., and GARRETT, B.W.: 'An on-line dynamic security analysis system implementation', IEEE Trans. Power Syst., 1994, 9, (4), pp. 1716-1722
6. CHAN, K.W., EDWARDS, A.R., DUNN, R.W., and DANIELS, A.R.: 'Real-time electro-mechanical transient simulator for on-line applications'. Proceedingsof the 1st international conference on Digital power system simulators, 1995, pp. 259-263
7. CHAN, K.W., DUNN, R.W., and DANIELS, A.R.: 'On-line stability constraint assessment for large complex power systems', Electr. Power Syst. Res., 1998, 46, (3), pp. 169-176
8. TASK FORCE ON TERMS AND DEFINITIONS, SYSTEM DYNAMIC PERFORMANCE SUBCOMMITTEE, : 'Proposed terms and definitions for power system stability', IEEE Trans. Power Appar. Syst., 1982, PAS-101, (7), pp. 1894-1898
9. EL-KADY, M.A., TANG, C.K., CARVALHO, V.E., FOUAD, A.A., and VITTAL, V.: 'Dynamic security assessment utilizing the transient energy function method', IEEE Trans. Power Syst., 1986, PWRS-1, (3), pp. 284-291
10. PANG, C.K., PRABHAKARA, F.S., EL-ABIAD, A.H., and KOVIO, A.J.: 'Security evaluation in power systems using pattern recognition', IEEE Trans. Power Appar. Syst., 1974, PAS-93, pp. 969-976
11. KOIZUMI, K., SAITO, O., SATO, M., MASEGI, K., and UDO, M.: 'Fast transient stability study using pattern recognition'. Proceedingsof the 5th Power Systems Computation conference, Cambridge, 1-5 September 1975, pp. 1-15
12. YAMASHIRO, S., and KOIKE, T.: 'Fast transient security assessment and enhancement of electric power systems using pattern recognition'. Proceedingsof the 8th Power Systems Computation conference, Helsinki, 19-24 August 1984, pp. 891-897
13. EDWARDS, A.R., CHAN, K.W., DUNN, R.W., and DANIELS, A.R.: 'Transient stability screening using artificial neural networks within a dynamic security assessment system', IEE Proc. Gener. Transm. Distrib., 1996, 143, pp. 129-134
14. CAULEY, G., KUMAR, A.B.R., BRANDWAJN, V., and IPAKCHI, A.: 'Artificial intelligence applications in on-line dynamic security assessment'. Proceedingsof PSCC 11, 1993, Vol. 2, pp. 881-887
15. ZURADA, J.M.: 'An introduction to artificial neural systems' (West, 1992)
16. CIGRE TASK FORCE 38-06-06, : 'Artificial neural networks for power systems', Electra. 1995, 159, pp. 76-101
17. RAUBER, T.W., BARATA, M.M., and STEIGER-GARCAO, A.S.: 'TOOLDIAG: A toolbox for analysis and visualization of sensor data in supervision'. Proceedingsof international conference on Fault diagnosis, Toulouse, France, 5-7 April 1993
18. COOLEY, W., and LOHNES, P.: 'Multivariate data analysis' (Wiley, New York, 1971)
19. SAMMON, J.W.: 'A nonlinear mapping for data structure analysis', IEEE Trans. Comput., 1969, 18, pp. 401-409
20. MAO, J., and JAIN, A.K.: 'Artificial neural networks for feature extraction and multivariate data projection', IEEE Trans. Neural Netw., 1995, 6, pp. 296-317