TY - GEN
T1 - High correlation models for small scale Magnus wind turbines
AU - Gustavo, Richmond Navarro
AU - Noel, Urena Sandi
AU - Giancarlo, Rodriguez
N1 - Publisher Copyright:
© 2018 IEEE.
PY - 2018/4/12
Y1 - 2018/4/12
N2 - Exit power of a small scale Magnus wind turbine is obtained by a non-iterative numerical method, through the application of the actuating disc concept and the BEM (Blade Element Momentum) theory. The method is implemented on a commercial software, with the goal of obtaining explicit models for the power coefficient. This, allows to obtain the power coefficient of the wind turbine for any particular combination of the dimensionless numbers governing the turbine functioning. Results are processed by the software Eureqa, applying the symbolic regression technique, which allows to obtain explicit high correlation models for the small scale Magnus wind turbine power coefficient. Results for one, two, three and four cylindrical blade configurations, show this aerogenerator is able to reach power coefficients close to 0.10 with two rotating cylinders, where high aspect ratios of the cylinder, low tip-speed ratios and rotation ratios in the order of 3, are favorable.
AB - Exit power of a small scale Magnus wind turbine is obtained by a non-iterative numerical method, through the application of the actuating disc concept and the BEM (Blade Element Momentum) theory. The method is implemented on a commercial software, with the goal of obtaining explicit models for the power coefficient. This, allows to obtain the power coefficient of the wind turbine for any particular combination of the dimensionless numbers governing the turbine functioning. Results are processed by the software Eureqa, applying the symbolic regression technique, which allows to obtain explicit high correlation models for the small scale Magnus wind turbine power coefficient. Results for one, two, three and four cylindrical blade configurations, show this aerogenerator is able to reach power coefficients close to 0.10 with two rotating cylinders, where high aspect ratios of the cylinder, low tip-speed ratios and rotation ratios in the order of 3, are favorable.
KW - Magnus effect
KW - power coefficient
KW - symbolic regression
KW - Wind turbine
UR - http://www.scopus.com/inward/record.url?scp=85050489100&partnerID=8YFLogxK
U2 - 10.1109/ICREGA.2018.8337574
DO - 10.1109/ICREGA.2018.8337574
M3 - Contribución a la conferencia
AN - SCOPUS:85050489100
T3 - 5th International Conference on Renewable Energy: Generation and Application, ICREGA 2018
SP - 11
EP - 15
BT - 5th International Conference on Renewable Energy
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 5th International Conference on Renewable Energy: Generation and Application, ICREGA 2018
Y2 - 26 February 2018 through 28 February 2018
ER -