Correlation of wind speed between neighboring measuring stations

IEEE Transactions on Energy Conversion

Volumn 19, Issue 2, 2004, Pages 400-406

  Bechrakis, Dimitrios A ^a   Sparis, Panagiotis D ^a  

^a DEMOCRITUS UNIVERSITY OF THRACE   (Greece)

Author keywords

Correlation; Neural network applications; Simulation; Wind energy

Indexed keywords

COMPUTER SIMULATION; CORRELATION METHODS; NEURAL NETWORKS; WIND; WIND POWER;

NEIGHBORING MEASURING STATIONS; WIND SPEED;

ENERGY CONVERSION;

EID: 1642310555     PISSN: 08858969     EISSN: None     Source Type: Journal    
DOI: 10.1109/TEC.2004.827040     Document Type: Article

References (12)

1. R. Billinton, H. Chen, and R. Ghajar, "A sequential simulation technique for adequacy evaluation of generating systems including wind energy," IEEE Trans. Energy Conversion, vol. 11, pp. 724-728, Dec. 1996.
2. J.R. Salmon and J.L. Walmsley, "A two-site correlation model for wind speed, direction and energy estimates," J. Wind Eng. Ind. Aerodynamics, vol. 79, pp. 233-268, 1999.
3. A. Joensen, L. Landberg, and H. Madsen, "A new measure-correlate-predict approach for resource assessment," in Proc. Eur. Wind Energy Conf., 1999, pp. 1157-1160.
4. A. D. Sahin, and Z. Sen, "Wind energy directional spatial correlation functions and application for prediction," Wind Eng., vol. 24, no. 3, pp. 223-231, 2000.
5. K. W. Ayotte, R. J. Davy, and P. A. Coppin, "A simple temporal and spatial analysis of flow in complex terrain in the context of wind energy modeling," Boundary-Layer Meteorology, vol. 98, pp. 275-295, 2001.
6. M. C. Alexiadis, P. S. Dokopoulos, and H. S. Sahsamanoglou, "Wind speed and power forecasting based on spatial correlation models," IEEE Trans. Energy Conversion, vol. 14, pp. 836-842, Sept. 1999.
7. S. J. Reid, and R. Turner, "Correlation of real and model wind speeds in different terrains," Weather and Forecasting, vol. 16, pp. 620-627, Oct. 2001.
8. G. M. Jenkins, and D. G. Watts, Spectral Analysis and Its Applications. San Francisco, CA: Holden-Day, 1968, pp. 326-328.
9. D. A. Bechrakis, and P. D. Sparis, "Simulation of wind speed at different heights using artificial neural networks," Wind Eng., vol. 24, no. 2, pp. 127-136, 2000.
10. P. N. Botsaris, D. A. Bechrakis, and P. D. Sparis, "An estimation of three way catalyst performance using artificial neural networks during cold start," Applied Catalysis A: General 243, pp. 285-292, 2003.
11. H. Demuth and M. Beale, Neural Network Toolbox v.4. Natick, MA: The Mathworks Inc., 2000, pp. 160-163.
12. Signal Processing Toolbox User's Guide, The Mathworks Inc., Natick, MA, 2001, pp. 142-145.