Robust filtering for the characterization of wind turbines: Improving its operation and maintenance

Energy Conversion and Management

Volumn 50, Issue 9, 2009, Pages 2136-2147

  Sainz, E ^a   Llombart, A ^b   Guerrero, J J ^a  

^a UNIVERSITY OF ZARAGOZA   (Spain)

^b UNIVERSITY OF ZARAGOZA   (Spain)

Author keywords

Power curve; Robust data filtering; Wind energy conversion; Wind farm maintenance; Wind turbine performance

Indexed keywords

POWER CURVE; ROBUST DATA FILTERING; WIND ENERGY CONVERSION; WIND FARM MAINTENANCE; WIND TURBINE PERFORMANCE;

CASCADES (FLUID MECHANICS); ELECTRIC UTILITIES; ENERGY CONVERSION; ENGINES; FARMS; FUNCTIONS; MAINTENANCE; MATHEMATICAL MODELS; SCADA SYSTEMS; WIND TURBINES;

WIND POWER;

EID: 67650429637     PISSN: 01968904     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.enconman.2009.04.036     Document Type: Article

References (20)

1. Gottschall J., and Peinke J. How to improve the estimation of power curves for wind turbines. Environ Res Lett 3 (2008) 015005
2. Nielsen TS, Madsen H, Tofting J. Experiences with statistical methods for wind power prediction. In: Proceedings of the European wind energy conference, Nice-France; 1999: p. 1066-69.
3. Hunter R, Pedersen TF, Dunbabin P, Antoniou A, Frandsen S, Klug H., Albers A., Lee WK. European wind turbine testing procedure developments. SMT project, Risø National Laboratory, Roskilde, RISOE R-1209(EN); January 2001.
4. Pedersen Troels Friis, Gjerding S, Ingham P, Enevoldsen P, Hansen JK, Jørgensen HK. Wind turbine power performance verification in complex terrain and wind farms. Risø National Laboratory, Roskilde, Risø-R-1330(EN); April 2002.
5. IEC 61400. Part 12-1: power performance measurements of electricity producing wind turbines; 2005 [IEC 61400-12-1 International Standard].
6. Giguère P, Selig MS. Design of a Tapered and Twisted Blade for the NREL Combined Experiment Rotor. NREL/SR-500-26173; April 1999.
7. Abderrazzaq M.H. Energy production assessment of small wind farms. Renew Energy 15 (2004) 2261-2272
8. Mohammed G, Khalfallaha, Koliub Aboelyazied M. Suggestions for improving wind turbines power curves. In: The ninth arab international conference on solar energy (AICSE-9), Kingdom of Bahrain, Desalination, vol. 209; 2007. p. 221-8.
9. Bowen A.J., Zakay N., and Ives R.L. The field performance of a remote 10 kW wind turbine. Renew Energy 28 (2003) 13-20
10. Imamura H, Kurokawa J, Matsui J, Baba T, Tsumanuma T. A wind energy estimation over various escarpment shapes. In: The fifth JSME-KSME fluids engineering conference. Nagoya, Japan; November 2002.
11. Rousseeuw P., and Leroy A. Robust regression and outlier detection (1987), John Wiley, New York
12. Zhang Z. Parameter estimation techniques: a tutorial with application to conic fitting. rapport de recherche RR-2676, INRIA (1995), Sophia-Antipolis, France
13. Fischler M.A., and Bolles R.C. Random sample consensus: a paradigm for model fitting with applications to image analysis and automated cartography. Comm ACM 24 (1981) 381-395
14. Pinson Pierre, Nielsen Henrik Aa, Madsen Henrik, Nielsen Torben S. Local polynomial regression with orthogonal fitting for time-series data. Statistics and computing 22; January 2007.
15. Pinson P, Nielsen HA. Robust estimation of time-varying coefficient functions: application to the modeling of wind power production. Technical University of Denmark, DTU, IMM-Technical Report-2007-09; March 2007.
16. Böttcher F, et al. Handling systems driven by different noise sources: implications for power curve estimations. In: Wind energy, proceeding of the euromech colloquium; 2007. .
17. Rosen A., and Sheinman Y.J. The average output power of a wind turbine in a turbulent wind. Wind Eng Ind Aerodyn 51 (1994) 287-302
18. Langreder W, Hohlen H, Kaiser K. In: Proceedings of global windpower conference. Published by EWEA as CD-Rom; 2002.
19. Llombart A, Watson SJ, Llombart D, Fandos JM. Power curve characterization I: improving the bin method. In: ICREPQ; 2005.
20. Llombart A, Pueyo C, Fandos JM, Guerrero JJ. Robust data filtering in wind power systems. In: European wind energy conference EWEC, Athens; February 2006. p. 149-54.