Probabilistic clustering of wind generators

IEEE PES General Meeting, PES 2010

Volumn , Issue , 2010, Pages

  Ali, Muhammad ^a   Ilie, Irinel Sorin ^b   Milanović, Jovica V ^a   Chicco, Gianfranco ^b  

^a UNIVERSITY OF MANCHESTER   (United Kingdom)

^b POLITECNICO DI TORINO   (Italy)

Author keywords

Aggregate modelling; Power system dynamics; Simulation; Wind park; Wind power

Indexed keywords

AGGREGATE MODEL; CALCULATION TIME; COMPUTATION TIME; DYNAMIC SIMULATION; DYNAMIC SYSTEMS; EQUIVALENT MODEL; EQUIVALENT WIND; HIGH WIND SPEED; POWER SYSTEM DYNAMICS; POWER SYSTEMS; PROBABILISTIC CLUSTERING; SIMULATION; STEADY STATE; SUPPORT VECTOR CLUSTERING; WIND DIRECTIONS; WIND FARM; WIND GENERATORS; WIND PARK; WIND PROJECTS; WIND SPEED;

COMPUTER SIMULATION; ELECTRIC UTILITIES; FARMS; PARKS; SYSTEM THEORY; WIND EFFECTS; WIND TURBINES;

WIND POWER;

EID: 78649572873     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/PES.2010.5590008     Document Type: Conference Paper

References (13)

1. K. Rudion, "Aggregated Modelling of Wind Farms," Doctoral Thesis, Otto-von-Guericke-Universitat Magdeburg, Magdeburg, 2008
2. L. M. Fernandez, J. R. Saenz, and F. Jurado, "Dynamic Models of Wind Farms with Fixed Speed Wind Turbines," Renewable Energy, vol. 31, pp. 1203-1230, 2006.
3. N.O. Jensen, "A note on Wind Generator Interaction," Technical Report RISO-M-2411, 1983.
4. A. Lebioda, K. Rudion, A. Orths, and Z. Styczynski, "Investigation of Disposable Reserve Power in a Large-Scale Wind Farm," in Power Tech, IEEE St. Petersburg, Russia, 2005.
5. M. Ali, J. Matevosyan, J. V. Milanović, and L. Söder, "Effect of Wake Consideration on Estimated Cost of Wind Energy Curtailments " CD Rom of the 2009 8th International Workshop on Large-Sclae Integration of Wind Power into Power Systems as well as on Transmission Networks for Offshore Wind Farms, 14-15 November 2009, Bremen, Germany.
6. K. Rudion, Z. A. Styczynski, A. Orths, and O. Ruhle, "MaWind - Tool for the Aggregation of Wind Farm Models " CD Rom of 2008 Power and Energy Society General Meeting - Conversion and Delivery of Electrical Energy in the 21st Century, 2008 IEEE
7. A. Perdana and O. Carlson, "Aggregated Models of a Large Wind Farm Consisting of Variable Speed Wind Turbines for Power System Stability Studies," CD Rom of the 2009 8th International Workshop on Large-Sclae Integration of Wind Power into Power Systems as well as on Transmission Networks for Offshore Wind Farms, 14-15 November 2009, Bremen, Germany.
8. V. Vapnik, "The Nature of Statistical Leaning Theory," New York: Springer, 1995.
9. A. Ben Hur, D. Horn, H.T. Siegelmann, and V. Vapnik, "Support Vector Clustering," Journal of Machine Learning Research, vol. 2, pp. 125-137, 2001.
10. G. Chicco and I.-S. Ilie, "Support Vector Clustering of Electrical Load Pattern Data," IEEE Transaction on Power Systems, vol. 24, no. 3, pp. 1619-1628, 2009.
11. J. H. Chiang and P. Y. Hao, "A New Kernel-Based Fuzzy Clustering Approach: Support Vector Clustering with Cell Growing," IEEE Transaction on Fuzzy Systems, vol. 11, no. 4, pp. 518-527, 2003.
12. A. Albers, "Wind Index 1998," in DEWI. vol. 14, 1999.
13. Vestas, "V80-2.0 MW Pitch regulated wind turbine with OptiTip and OptiSpeed," Technical Brochure.