Investigation of extended fuzzy reasoning and neural classification for load-shedding prediction to prevent voltage instability

Electric Power Systems Research

Volumn 43, Issue 2, 1997, Pages 81-87

  Tso, S K ^a   Zhu, T X ^b   Zeng, Q Y ^c   Lo, K L ^d  

^a CITY UNIVERSITY OF HONG KONG   (Hong Kong)

^b UNIVERSITY OF HONG KONG   (Hong Kong)

^c ELECTRIC POWER RESEARCH INSTITUTE   (China)

^d UNIVERSITY OF STRATHCLYDE   (United Kingdom)

Author keywords

Artificial neural network; Extended fuzzy reasoning; Load shedding; Voltage instability

Indexed keywords

FUZZY SETS; KNOWLEDGE BASED SYSTEMS; NEURAL NETWORKS;

DYNAMIC VOLTAGE INSECURITY STATE;

ELECTRIC LOAD SHEDDING;

EID: 0031281890     PISSN: 03787796     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0378-7796(97)01163-2     Document Type: Article

References (11)

1. C.W. Taylor, Concepts of undervoltage load shedding for voltage stability, IEEE Trans. Power Deliv., 7 (2) (1992) 480-488.
2. T. Quoc Tuan, J. Fandino, N. Hadjsaid, J.C. Sabonnadiere and H. Vu, Emergency load shedding to avoid risks of voltage instability using indicators, IEEE Trans. Power Syst., 9 (1) (1994) 341-351.
3. S.K. Tso, T.X. Zhu, Q.Y. Zeng and K.L. Lo, Evaluation of load shedding to prevent dynamic voltage instability based on extended fuzzy reasoning, to appear in IEE Proc. - Gener. Transm. Distrib.
4. T. Van Cutsem, T., L. Wehenkel, M. Pavella, B. Heilbronn and M. Goubin, Decision tree approaches to voltage security assessment, IEE Proc. - C, 140 (3) (1993) 189-198.
5. M. Mizumoto, Extended fuzzy reasoning, Approximate Reasoning in Expert Systems, Elsevier, North-Holland, 1985, pp. 71-85.
6. E.H. Mamdani, Application of fuzzy logic to approximate reasoning using linguistic systems, IEEE Trans. Comput., 26 (1977) 1182-1191.
7. R.R. Yager and L.A. Zadeh, An Introduction To Fuzzy Logic Applications in Intelligent Systems, Kluwer, Boston, 1992.
8. S.K. Tso, T.X. Zhu, Q.Y. Zeng and K.L. Lo, Physical simulation of dynamic voltage instability, in EMPD'95: Int. Conf. Energy Management and Power Delivery, 21-23 November 1995, Singapore, pp. 348-353.
9. S.K. Tso, T.X. Zhu, Q.Y. Zeng and K.L. Lo, Fuzzy-set approach to dynamic voltage security assessment, IEE Proc. - Gener. Transm. Distrib., 142 (2) (1995) 190-194.
10. S.K. Tso, T.X. Zhu, Q.Y. Zeng and K.L. Lo, Fuzzy reasoning for knowledge-based assessment of dynamic voltage security, IEE Proc. - Gener. Transm. Distrib., 143 (2) (1996) 157-162.
11. E. Hobson and G.N. Allen, Effectiveness of artificial neural networks for first swing stability determination of practical systems, IEEE Trans. Power Syst., 9 (2) (1994) 1062-1068.