Forecasting of wind speed with least squares support vector machine based on genetic algorithm

2011 International Conference on Consumer Electronics, Communications and Networks, CECNet 2011 - Proceedings

Volumn , Issue , 2011, Pages 358-361

  Ran, Li ^a   Yong Qin, Ke ^a   Xiao Qian, Zhang ^a  

^a NORTH CHINA ELECTRIC POWER UNIVERSITY   (China)

Author keywords

genetic algorithm; LS SVM; wind speed forecasting

Indexed keywords

KERNEL PARAMETER; LEAST SQUARES SUPPORT VECTOR MACHINES; LS-SVM; NUMERICAL EXAMPLE; OPTIMAL REGULARIZATION; PARAMETER SELECTION; POWER GRIDS; RUNNING COST; SECURITY AND STABILITY; SHORT-TERM FORECASTING; SHORT-TERM WIND SPEED FORECASTING; WIND SPEED; WIND SPEED FORECASTING;

CONSUMER ELECTRONICS; FORECASTING; GENETIC ALGORITHMS; NUMERICAL METHODS; SUPPORT VECTOR MACHINES; WIND EFFECTS;

LEAST SQUARES APPROXIMATIONS;

EID: 79958272062     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CECNET.2011.5768746     Document Type: Conference Paper

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