A comprehensive multi-objective optimization study for the aerodynamic noise mitigation of a small wind turbine

Engineering Analysis with Boundary Elements - Tập 155 - Trang 553-564 - 2023
Abolfazl Pourrajabian1, Saeed Rahgozar1, Maziar Dehghan1, David Wood2
1Department of Energy, Materials and Energy Research Center (MERC), Tehran 14155-4777, Iran
2Department of Mechanical and Manufacturing Engineering, University of Calgary, Calgary T2N1N4, Canada

Tài liệu tham khảo

Makarewicz, 2014, The partially ensonified zone of wind turbine noise, J Wind Eng Ind Aerodyn, 132, 49, 10.1016/j.jweia.2014.06.018 Clifton-Smith, 2010, Aerodynamic noise reduction for small wind turbine rotors, Wind Eng, 34, 403, 10.1260/0309-524X.3.4.403 Dorrego, 2021, Theoretical and experimental analysis of aerodynamic noise in small wind turbines, Energies, 14, 727, 10.3390/en14030727 Bowdler, 2012, Wind turbine noise, J Acoust Soc Am, 132, 1233, 10.1121/1.4728202 Hansen, 2017 Wood, 2011 Volkmer, 2021, Mitigation of the aerodynamic noise of small axial wind turbines-methods and experimental validation, J Sound Vib, 500, 10.1016/j.jsv.2021.116027 Jones, 2011, Minimization of trailing edge noise by parametric airfoil shape modifications Göçmen, 2012, Airfoil optimization for noise emission problem and aerodynamic performance criterion on small scale wind turbines, Energy, 46, 62, 10.1016/j.energy.2012.05.036 Bodling, 2018, Numerical investigation of low-noise airfoils inspired by the down coat of owls, Bioinspir Biomim, 14, 10.1088/1748-3190/aaf19c Bodling, 2019, Numerical investigation of noise reduction mechanisms in a bio-inspired airfoil, J Sound Vib, 453, 314, 10.1016/j.jsv.2019.02.004 Dassen, 1996, Results of a wind tunnel study on the reduction of airfoil self-noise by the application of serrated blade trailing edges, 800 Howe, 1991, Aerodynamic noise of a serrated trailing edge, J Fluids Struct, 5, 33, 10.1016/0889-9746(91)80010-B Geyer, 2010, Measurement of the noise generation at the trailing edge of porous airfoils, Exp Fluids, 48, 291, 10.1007/s00348-009-0739-x Oerlemans, 2009, Reduction of wind turbine noise using optimized airfoils and trailing-edge serrations, AIAA J, 47, 1470, 10.2514/1.38888 Herr M. (2007) Design criteria for low-noise trailing edges. AIAA Paper 2007-3470. https://doi.org/10.2514/6.2007-3470. Herr M., Dobrzynski W. (2004) Experimental investigations in low noise trailing edge design. AIAA Paper 2004-2804. https://doi.org/10.2514/1.11101. Afshari, 2019, Trailing-edge flow manipulation using streamwise finlets, J Fluid Mech, 870, 617, 10.1017/jfm.2019.249 Szoke, 2017, Active flow control methods for the reduction of trailing edge noise, 3004 Pourrajabian, 2022, Effect of blade profile on the external/internal geometry of a small horizontal axis wind turbine solid/hollow blade, Sust Energy Technol Assess Rahgozar, 2020, Performance analysis of a small horizontal axis wind turbine under the use of linear/nonlinear distributions for the chord and twist angle, Energy Sust Dev, 58, 42, 10.1016/j.esd.2020.07.003 Pourrajabian, 2016, Hollow blades for small wind turbines operating at high altitudes, J Sol Energy Eng Trans ASME, 138, 10.1115/1.4034333 Zhu, 2018, Wind turbine noise generation and propagation modeling at DTU Wind Energy: a review, Renew Sustain Energy Rev, 88, 133, 10.1016/j.rser.2018.02.029 Moriarty, 2003 Zhu, 2005, Modeling of aerodynamically generated noise from wind turbines, J Sol Energ Eng Trans ASME, 127, 517, 10.1115/1.2035700 Brooks, 1989, Airfoil self-noise and prediction Zhu, 2004 Amiet, 1975, Acoustic radiation from an airfoil in a turbulent stream, J Sound Vib, 41, 407, 10.1016/S0022-460X(75)80105-2 Lowson, 1992 Haupt, 2004 Sang-To, 2023, A new metaheuristic algorithm: shrimp and Goby association search algorithm and its application for damage identification in large-scale and complex structures, Adv Eng Softw, 176, 10.1016/j.advengsoft.2022.103363 Minh, 2023, Damage identification in high-rise concrete structures using a bio-inspired meta-heuristic optimization algorithm, Adv Eng Softw, 176, 10.1016/j.advengsoft.2022.103399 Ho, 2022, An efficient stochastic-based coupled model for damage identification in plate structures, Eng Fail Anal, 131, 10.1016/j.engfailanal.2021.105866 Mirjalili, 2015, The ant lion optimizer, 83, 80 Tran, 2023, Vibration and buckling optimization of functionally graded porous microplates using BCMO-ANN algorithm, Thin-Walled Struct, 182, 10.1016/j.tws.2022.110267 Zou, 2019, A survey of teaching–learning-based optimization, Neurocomputing, 335, 366, 10.1016/j.neucom.2018.06.076 Houssein, 2021, Jaya algorithm and applications: a comprehensive review, Metaheurist Optim Comput Electric Eng, 3 Sang-To, 2022, An efficient planet optimization algorithm for solving engineering problems, Sci Rep, 12, 1, 10.1038/s41598-022-12030-w Pourrajabian, 2021, Genetic algorithms for the design and optimization of horizontal axis wind turbine (HAWT) blades: a continuous approach or a binary one?, Sust Energy Technol Assess, 44 Manwell, 2010 Giguere, 1997, Low Reynolds number airfoils for small horizontal axis wind turbines, Wind Eng, 1, 367 Giguere, 1998, New airfoils for small horizontal axis wind turbines, J Sol Energ-T ASME, 120, 108, 10.1115/1.2888052 Lyon, 1997, 3 Selig, 2004, Wind tunnel aerodynamic tests of six airfoils for use on small wind turbines, J Sol Energ-T ASME, 126, 986, 10.1115/1.1793208 Drela, 1989, XFOIL: an analysis and design system for low Reynolds number airfoils Wood, 1997, Noise measurement and prediction for small wind turbines Sessarego, 2015, Multi-dimensional optimization of small wind turbine blades, Renew: Wind, Water, Solar, 2, 1