메뉴 건너뛰기




Volumn 7, Issue 11, 2008, Pages 1828-1836

Short term wind speed prediction using support vector machine model

Author keywords

Classification; Forecasting; Hyper plane; Kernels; Short term wind speed prediction; Support Vector Machine SVM

Indexed keywords

ATMOSPHERIC HUMIDITY; ELECTRIC LOAD FORECASTING; FORECASTING; IMAGE RETRIEVAL; MOISTURE; SHIPS; SPEED; SUPPORT VECTOR MACHINES; VECTORS; WEATHER FORECASTING; WIND EFFECTS;

EID: 59249094375     PISSN: 11092750     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article
Times cited : (10)

References (21)
  • 2
    • 27144497860 scopus 로고    scopus 로고
    • Time series forecasting of averaged data with efficient use of information
    • Digital object identifier- 10.1109/TMSCA2005.851133
    • Anthanasios Sfetsos and Costas Siriopoulos, "Time series forecasting of averaged data with efficient use of information", IEEE Trans on Systems, Man and Cybernetics-Part A: Systems and Humans", Digital object identifier- 10.1109/TMSCA2005.851133.
    • IEEE Trans on Systems, Man and Cybernetics-Part A: Systems and Humans
    • Sfetsos, A.1    Siriopoulos, C.2
  • 3
    • 2942570109 scopus 로고    scopus 로고
    • Ioannis. G. Damousis, Mians C. Alexadis, John B Theocharis and Petros, S. Dokopoulos, A fuzzy model for wind speed prediction and power generation in wind parks using spatial correlation, IEEE Trans. on Energy Conversions, 19, No.2, PP 352-361, June 2004.
    • Ioannis. G. Damousis, Mians C. Alexadis, John B Theocharis and Petros, S. Dokopoulos, "A fuzzy model for wind speed prediction and power generation in wind parks using spatial correlation", IEEE Trans. on Energy Conversions, Vol. 19, No.2, PP 352-361, June 2004.
  • 4
    • 3543104882 scopus 로고    scopus 로고
    • Comparative analysis of regression and artificial neural network models for wind turbine power curve estimation
    • November
    • Shuhui Li, Donald C Wunsch, Edgar O'Hair and Michael G Giesselmann, "Comparative analysis of regression and artificial neural network models for wind turbine power curve estimation", Journal of Solar Energy Engineering, Vol. 123, pp 327-332, November 2001
    • (2001) Journal of Solar Energy Engineering , vol.123 , pp. 327-332
    • Li, S.1    Wunsch, D.C.2    O'Hair, E.3    Giesselmann, M.G.4
  • 5
    • 1542329137 scopus 로고    scopus 로고
    • Shuhui Li, Wind power prediction using recurrent multilayer perceptron neural networks, 0- 7803- 7989-6/03/$17.00 © 2003 IEEE, PP- 2325-2330
    • Shuhui Li, "Wind power prediction using recurrent multilayer perceptron neural networks", 0- 7803- 7989-6/03/$17.00 © 2003 IEEE, PP- 2325-2330
  • 6
    • 0035248045 scopus 로고    scopus 로고
    • Neural networks for short term load forecasting: A review and evaluation
    • February
    • Henrique Steinhertz Hippert, Carlos Eduardo Pedreira and Reinaldo Castro Souza, "Neural networks for short term load forecasting: A review and evaluation", IEEE Trans., on Power Systems, Vol 16. No. 1 pp 44-55, February 2001.
    • (2001) IEEE Trans., on Power Systems , vol.16 , Issue.1 , pp. 44-55
    • Steinhertz Hippert, H.1    Eduardo Pedreira, C.2    Castro Souza, R.3
  • 7
    • 33750122966 scopus 로고    scopus 로고
    • Locally recurrent neural networks optimal filtering algorithms: Application to wind speed prediction using spatial correlation
    • August 4
    • T.G. Barbounis and J B Theocharis, "Locally recurrent neural networks optimal filtering algorithms: application to wind speed prediction using spatial correlation", Proceedings of The Intl. Joint Conf. on Neural Networks, Canada, July 31 - August 4, 2005, pp 2711-2716.
    • (2005) Proceedings of The Intl. Joint Conf. on Neural Networks, Canada, July 31 , pp. 2711-2716
    • Barbounis, T.G.1    Theocharis, J.B.2
  • 9
    • 34248640313 scopus 로고    scopus 로고
    • Comparing support vector machines and feed forward neural networks with similar hidden layer weights
    • May
    • Enrique Romero and Daniel Toppo, "Comparing support vector machines and feed forward neural networks with similar hidden layer weights", IEEE Trans. on Neural Networks, Vol 18, no 3. May 2007, pp 959-963.
    • (2007) IEEE Trans. on Neural Networks , vol.18 , Issue.3 , pp. 959-963
    • Romero, E.1    Toppo, D.2
  • 10
    • 33244470907 scopus 로고    scopus 로고
    • T.G. Barbounis, J B Theocharis, Minas. C. Alexadis and Petros. S. Dokopoulos, Long term wind speed and power forecasting using local recurrent neural network models, IEEE Trans. on Energy Conversion, 21, no. 1, March 2006, pp 273-284.
    • T.G. Barbounis, J B Theocharis, Minas. C. Alexadis and Petros. S. Dokopoulos, "Long term wind speed and power forecasting using local recurrent neural network models", IEEE Trans. on Energy Conversion, Vol 21, no. 1, March 2006, pp 273-284.
  • 11
    • 0032203310 scopus 로고    scopus 로고
    • ANNSTLF - artificial neural network short-term load forecaster - generation three
    • November
    • Alireza Khotanzad, Reza Afkhami Rohani and Dominic Maratukulam, "ANNSTLF - artificial neural network short-term load forecaster - generation three." IEEE Trans. on Power Systems, Vol 13, No. 4, November 1998, pp 1413-1422.
    • (1998) IEEE Trans. on Power Systems , vol.13 , Issue.4 , pp. 1413-1422
    • Khotanzad, A.1    Afkhami Rohani, R.2    Maratukulam, D.3
  • 13
    • 27144489164 scopus 로고    scopus 로고
    • A tutorial on support vector machines for pattern recognition
    • C. Burges. "A tutorial on support vector machines for pattern recognition", Data Mining and Knowledge Discovery, Vol. 2, No 2, pp 121-167, 1998.
    • (1998) Data Mining and Knowledge Discovery , vol.2 , Issue.2 , pp. 121-167
    • Burges, C.1
  • 15
    • 0036161034 scopus 로고    scopus 로고
    • Training invariant support vector machines
    • D. DeCoste and B. Schölkopf. "Training invariant support vector machines", Machine Learning, Vol 46, No 1/3, p 161, 2002.
    • (2002) Machine Learning , vol.46 , Issue.1-3 , pp. 161
    • DeCoste, D.1    Schölkopf, B.2
  • 19
    • 0442296729 scopus 로고    scopus 로고
    • M A Mohandes, T O Halawani, S Rehman, Ahmed A Hussain, Support Vector Machines for Wind speed prediction, Renewable Energy, 29, Issue 6, May 2004, pp 939-947.
    • M A Mohandes, T O Halawani, S Rehman, Ahmed A Hussain, "Support Vector Machines for Wind speed prediction", Renewable Energy, Vol. 29, Issue 6, May 2004, pp 939-947.
  • 20
    • 34547192062 scopus 로고    scopus 로고
    • Xiyun Yang Xiaojuan Han Lingfeng Xu Yibing Liu, Soft Sensor Based on Support Vector Machine for Effective Wind Speed in Large Variable Wind Turbines, Proc. of ICARCV '06. 9th International Conference on Control, Automation, Robotics and Vision, 5-8 Dec. 2006, pp 1-4.
    • Xiyun Yang Xiaojuan Han Lingfeng Xu Yibing Liu, "Soft Sensor Based on Support Vector Machine for Effective Wind Speed in Large Variable Wind Turbines", Proc. of ICARCV '06. 9th International Conference on Control, Automation, Robotics and Vision, 5-8 Dec. 2006, pp 1-4.
  • 21
    • 33846092558 scopus 로고    scopus 로고
    • Reduced Support Vector Machines: A Statistical Theory
    • January
    • Yuh-Jye Lee, Su-Yun Huang, "Reduced Support Vector Machines: A Statistical Theory",IEEE Trans. On Neural Networks", Vol. 18, No 1, January 2007.
    • (2007) IEEE Trans. On Neural Networks , vol.18 , Issue.1
    • Lee, Y.-J.1    Huang, S.-Y.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.