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Abstrakty
Most wind turbine blades are made of laminated composite materials. The mechanical prop- erties of the material and the layup orientation influence the blade stiffness and, therefore, turbine performance. The bend-twist coupling effect, a consequence of the stacking sequence, can be used for passive control of the pitch angle, which in turn can improve the turbine performance. In this work, a surrogate-based optimization strategy which uses finite element simulation and radial basis functions is employed to optimize the stacking sequence of the blade laminate of a small wind turbine, aiming to improve the power coefficient.
Słowa kluczowe
Czasopismo
Rocznik
Tom
Strony
395--407
Opis fizyczny
Bibliogr. 16 poz., rys., tab.
Twórcy
autor
- Department of Mechanical Engineering, Federal University of Technology – Parana (UTFPR), Curitiba, Brazil
autor
- Department of Mechanical Engineering, Federal University of Technology – Parana (UTFPR), Curitiba, Brazil
autor
- Department of Mechanical Engineering, Federal University of Technology – Parana (UTFPR), Curitiba, Brazil
Bibliografia
- 1. Almeida M.S., 2013, Computational implementation for the development of horizontal axis wind turbine blades (in Portuguese), Master’s Dissertation, Federal University of Ceará, Brazil.
- 2. Barr S.M., Jaworski J.W., 2019, Optimization of tow-steered composite wind turbine blades for static aeroelastic performance, Renewable Energy, 139, 859-872.
- 3. Broomhead D.S., Loewe D., 1988, Multivariate functional interpolation and adaptive networks, Complex Systems, 2, 3, 321-355.
- 4. Deilmann C., 2009, Passive aeroelastic tailoring of wind turbine blades – a numerical analysis, Master’s Dissertation, Massachusetts Institute of Technology, USA.
- 5. Forrester A.I.J., Sóbester A., Keane A.J., 2008, Engineering Design via Surrogate Modelling: A Practical Guide, John Wiley & Sons, India.
- 6. Lanzi L., Giavotto V., 2006, Post-buckling optimization of composite stiffened panels: Computations and experiments, Composite Structures, 73, 2, 208-220.
- 7. Leite I.T., Ferreira J.V., 2019, Proof of concept of passive twist angle control in small wind turbines (in Portuguese), Undergraduate Final Project, Federal University of Technology – Parana, Brazil.
- 8. Maheri A., Noroozi S., Vinney J., 2007, Application of combined analytical/FEA coupled aero-structure simulation in design of wind turbine adaptive blades, Renewable Energy, 32, 12, 2011-2018.
- 9. Manwell J.F., McGowan J.G., Rogers A.L., 2009, Aerodynamics of Wind Turbines, Wind Energy Explained: Theory, Design and Application, John Wiley & Sons Ltd., UK 10.
- 10. Mueller J., 2012, Surrogate model algorithms for computationally expensive black-box global optimization problems, Doctoral Thesis, Tampere University of Technology, UK.
- 11. Myers R.H., Montgomery D.C., Andersson-Cook C.M., 2008, Experimental Designs for Fitting Response Surfaces, Response Surface Methodology: Process and Product Optimization Using Designed Experiments, John Wiley & Sons, New Jersey, USA.
- 12. Nik M.A., Fayazbakhsh K., Pasini D., Lessard L., 2014, A comparative study of metamodeling methods for the design optimization of variable stiffness composites, Composite Structures, 107, 494-501.
- 13. Reddy J.N., 2003, Mechanics of Laminated Composite Plates and Shells: Theory and Analysis, Boca Raton, USA.
- 14. Regis R.G., Schoemaker C.A., 2007, A stochastic radial basis function method for the global optimization of expensive functions, INFORMS Journal on Computing, 19, 4, 497-509.
- 15. Veers P., Lobitz D., Bir G., 1998, Aeroelastic tailoring in wind-turbine blade applications, Windpower’98, American Wind Energy Association Meeting and Exhibition, Bakersfield, California, USA.
- 16. Wang G., Shan S., 2007, Review of metamodeling techniques in support of engineering design optimization, Journal of Mechanical Design, 129, 4, 370-380.
Typ dokumentu
Bibliografia
Identyfikator YADDA
bwmeta1.element.baztech-3af049df-78c5-47cc-830a-2fadc01fe213