Dynamic security assessment of Danish power system based on decision trees: Today and tomorrow

2013 IEEE Grenoble Conference PowerTech, POWERTECH 2013

Volumn , Issue , 2013, Pages

  Rather, Zakir H ^a,b   Liu, Chengxi ^b   Chen, Zhe ^b   Bak, Claus Leth ^b   Thogersen, Paul ^a  

^a Innovation Center Kk electronic A s   (Denmark)

^b AALBORG UNIVERSITY   (Denmark)

Author keywords

Centralized and decentralized power plants; decision trees; high voltage direct current (HVDC); power system security; wind energy

Indexed keywords

CENTRAL POWER PLANTS; DYNAMIC SECURITY; DYNAMIC SECURITY ASSESSMENT; HIGH VOLTAGE DIRECT CURRENT; OPERATING CONDITION; POWER SYSTEM SECURITY; TIME-DOMAIN SIMULATIONS; WIND ENERGY INTEGRATION;

POWER PLANTS; TIME DOMAIN ANALYSIS; WIND POWER;

DECISION TREES;

EID: 84890869132     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/PTC.2013.6652416     Document Type: Conference Paper

References (17)

1. DenmarkEnergyAgreement, March2012. [Online].Availaible:http://www.ens.dk/ en-US/.
2. Z. Hussain, Z. Chen, P. Thøgersen, " Challenges of Danish Power System and their possible solutions, " in proc. of IEEE conference POWERCON, 2012, 30th Oct-2nd Nov., 2012.
3. L. Whenkel, T. Custsem, and M. Pavella, "Inductive inference applied to on-line transient stability assessment of electric power systems, " Automatica, vol. 25, pp. 445-451, May 1989.
4. L. Wehenkel and M. Pavella, "Decision trees and transient stability of electric power systems, " Automatica, vol. 27, pp. 115-134, Jan. 1991.
5. L. Wehenkel, M. Pavella, and E. Euxibie et al., "Decision tree based transient stability method a case study, " IEEE Trans. Power Syst., vol. 9, no. 1, pp. 459-469, Feb. 1994.
6. E. S. Karapidakis and N. D. Hatziargyriou, "Online preventive dynamic security of isolated power systems using decision trees, " IEEE Trans. Power Syst., vol. 17, no. 2, pp. 297-304, May 2002.
7. K. Morison, L. Wang, and P. Kundur, "Power system security assessment, " IEEE Power Energy Mag., vol. 2, pp. 30-39, Sep.-Oct. 2004.
8. K. Morison, "On-line dynamic security assessment using intelligent systems, " presented at the IEEE Power Eng. Soc. General Meeting, Jun. 2006.
9. S. Rovnyak, S. Kretsinger, J. Thorp, and D. Brown, "Decision trees for real-time transient stability prediction, " IEEE Trans. Power Syst., vol. 9, no. 3, pp. 1417-1426, Aug. 1994.
10. S. Rovnyak, C. Taylor, and Y. Sheng, "Decision trees using apparent resistance to detect impending loss of synchronism, " IEEE Trans. Power Syst., vol. 15, no. 4, pp. 1157-1162, Oct. 2000.
11. Z. Hussain, Z. Chen, P. Thøgersen, "Impact of wind energy on reactive power reserve and its possible solution: A Danish Power System Case Study, " In Proc. IEEE conference POWERCON, 30th Oct- 2nd Nov, 2012.
12. Danish Energy Agency: [Online] Available: http://www.ens.dk/enus/Sider/ forside.aspx.
13. Report on wind turbines in Denmark, Danish Energy Agency, December, 2009.
14. L. Breiman, J. Friedman, R. A. Olshen and C. J. Stone, Classification and Regression Trees. Belmont, CA, Wadsworth, 1984.
15. Powertech Labs, "DSATools: Dynamic Security Assessment Software." [Online]. Available:http://www.dsatools.com.
16. V. Akhmatov, C. Rasmussen, P. E. Eriksen and J. Pedersen, "Technical Aspects of Status and Expected Future Trends for Wind Power in Denmark", WIND ENERGY, John Wiley & Sons, Great Britain, Jun. 2006.
17. CART Tree-Structured Non-Parametric Data Analysis. [Online]. Available: http://www.salfordsystem.com/cart.php.