Neuro-fuzzy decision trees for dynamic security control of power systems

2009 15th International Conference on Intelligent System Applications to Power Systems, ISAP '09

Volumn , Issue , 2009, Pages

  Bikas, A K ^a   Voumvoulakis, E M ^a   Hatziargyriou, N D ^a  

^a NATIONAL TECHNICAL UNIVERSITY OF ATHENS   (Greece)

Author keywords

Corrective control; Dynamic security assessment; Load shedding; Neuro fuzzy decision tree; Preventive control

Indexed keywords

CLASS PATTERNS; CORRECTIVE CONTROL; DYNAMIC SECURITY; FUZZY DECISION TREES; LARGE-SCALE WIND POWER; LOAD-SHEDDING; NEURO-FUZZY DECISION TREE; PARAMETER ADAPTATION; POWER SYSTEMS; PREVENTIVE CONTROL; REALISTIC MODEL; SECURITY CONTROLS; VOLTAGE INSTABILITY;

DECISION TREES; FUZZY CONTROL; INTELLIGENT SYSTEMS; PATTERN RECOGNITION; VOLTAGE CONTROL; WIND POWER;

NETWORK SECURITY;

EID: 76549112305     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ISAP.2009.5352842     Document Type: Conference Paper

References (16)

1. Task Force 21 of Advisory Group 02 of Study Committee 38, "Power System Security Assessment", CIGRE Technical Brochure, Tech. Rep., 2004.
2. T. V. Cutsem and C. Vournas, Voltage Stability of Electric Power Systems. Kluwer Academics, Boston, USA, 1998.
3. CIGRE T.F. 38.02.13, "New trends and requirements for dynamic security assessment", Tech. Rep., 1997.
4. E. Voumvoulakis, A. Gavoyiannis, and N. Hatziargyriou, "Decision trees for dynamic security assessment and load shedding scheme," PES General Meeting, Tampa, Florida, June 2006.
5. E.M. Voumvoulakis and N.D. Hatziargyriou, "Decision Trees-Aided Self Organized Maps for Corrective Dynamic Security", IEEE Trans. on Power Systems, vol. 23, no. 2, pp. 622-630, May. 2008.
6. L. Moulin, A. da Silva, M. El-Sharkawi, and R. Marks, "Neural networks and support vector machines applied to power systems transient stability analysis," Engineering Intelligent System Journal, Victoria, AUSTRALIA, 2001.
7. P. Georgilakis and N. Hatziargyriou, "On the application of artificial intelligence techniques to the quality improvement of industrial processes," SETN Proceedings, Thessaloniki, LNAI 2308, pp. 473-484, 2002.
8. K. Morison, "On-line dynamic security assessment using intelligent systems," PES General Meeting, Tampa, Florida, June 2006.
9. L.Wehenkel and P. M., "Decision trees and transient stability of electric power systems," Automatica, vol. 27, no. 1, pp. 115-134, 1991.
10. L. Wehenkel, Automatic Learning Techniques in Power Systems. Kluwer Academics, 1998.
11. Neuro-Fuzzy Decision Trees RAJEN B. BHATT□ and M. GOPAL.
12. X.-Z.Wang, D. S. Yeung and E. C. C. Tsang, A comparative study on heuristic algorithms for generating fuzzy decision trees, IEEE Transactions on SMC-B 31(2) (2001) 215-226.
13. J. R. Quinlan, Induction of decision trees, Machine Learning 1 (1986) 81-106.
14. E. M. Voumvoulakis, G.S. Markou, N.D. Hatziargyriou, "Large scale integration of wind power in the greek interconnected power system", PES General Meeting, Pittsburgh, June 2008.
15. "Large Scale Integration of Wind Energy in the European Power Supply:Analysis, Issues and Recommendations", EWEA Report.
16. Eurostag 3.2 Package user's guide.