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研究生: 陳璿光
Chen, Hsuang-Kuan
論文名稱: 在風切變效應下進行NREL 5MW 風力發電機之空氣動力學模擬
Aerodynamic Simulation of NREL 5MW Wind Turbine under Wind Shear Effect
指導教授: 林宇銜
Lin, Yu-Hsien
學位類別: 碩士
Master
系所名稱: 工學院 - 系統及船舶機電工程學系
Department of Systems and Naval Mechatronic Engineering
論文出版年: 2022
畢業學年度: 110
語文別: 中文
論文頁數: 88
中文關鍵詞: 計算流體力學NREL 5MW baseline wind turbine空氣動力學大氣邊界層功率衰減
外文關鍵詞: Computational fluid dynamics, NREL 5MW baseline wind turbine, Aerodynamics, Atmospheric Aoundary layer, Powe loss
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  • 本研究建立一套計算流體力學 (Computational Fluid Dynamics, CFD)模式以模擬NREL 5-MW baseline turbine在單轉子(Single Rotor)及全風機(Full Wind Turbine)情況下空氣動力表現(Aerodynamic Performance),並利用統計方法分析於穩態模式(Steady State)下,不同額定風速(Rated Wind Speed)下之槳距角 (Pitch Angle)與有效功率及推力比間的關係,並歸納其他公開發表之數據以分別建立功率(Power)、推力(Thrust)與額定風速及槳距角之函數方程式(Functional Equation)。接著,利用暫態模式(Transient State)模擬轉子於通過塔架時的瞬時交互作用,最終導入大氣邊界層(Atmospheric Boundary Layer, ABL) 探討風機分別在東北、西南季風條件下,實際風場中的氣動力學表現。另外,根據參數化建模(Parametric Modeling)進行形狀優化的方式,風機葉片可經由超表面方法(Metasurface Approach)定義二維截面,並由非均勻有理B雲規曲線插值器(Non-Uniform Rational B-Splines (NURBS) Interpolator)完成風機葉片三維表面建模。在空氣動力模擬部分,本研究利用非結構化多面體網格(Polygon Mesh)離散化空間,藉此模擬高度彎曲和葉片的扭曲表面。經由網格獨立性測試(Grid Independence Test)所獲得之兼具經濟性及準確性的網格形式,後續將用以分析在不同風速及槳距角的風機尾流(Wake Flow)分佈、葉片表面的壓力係數(Pressure Coefficient)、剪應力係數(Shear Stress Coefficient)及極限流線(Limited Streamline)之分佈情形,以了解不同紊流模式(Turbulence Model)間的差異,及其造成在高額定風速下,有效功率及推力比降低的原因。此外,暫態模式還另外分析葉片通過塔架之間的瞬時空氣流動及扭矩、推力以及塔架阻力之時序列及能量振幅譜,還有流場風速剖面,以此獲得塔架效應(Tower Shadow Effect)以及大氣邊界層對風機空氣動力學性能的影響。

    In this study, a computational fluid dynamics (CFD) model was developed to simulate the aerodynamic performance of the National Renewable Energy Laboratory (NREL) offshore 5-MW baseline wind turbine with single rotor and full wind turbine .Using statistical methods, the relation between pitch angle and performance when the speed is higher than the rated wind speed was analyzed; furthermore, other published data were compiled to establish the functional equations of power, thrust with various inflow wind speeds, and pitch angles. Then, the transient mode is used to simulate the instantaneous interaction of the blade when passing through the tower, and finally the atmospheric boundary layer is imported to discuss the aerodynamic performance of the wind turbine in the actual wind field under the northeast and southwest monsoon conditions, respectively. In addition, according to shape optimization based on parametric modeling, the two -dimensional cross -section of the wind turbine blade can be defined through a metasurface approach, and the three -dimensional surface modeling of the wind turbine blade, nacelle , and tower is completed using the nonuniform rational B -splines (NURBS) interpolator. In terms of aerodynamic simulation, the unstructured polygon mesh was used herein to discretize the space and simulate the highly curved and twisted surfaces of the blade. In terms of aerodynamic simulation, the polygon mesh was used herein to discretize the space and simulate the highly curved and twisted surfaces of the blade. In this study, the compact and accurate mesh form obtained through a grid independence test will be used to analyze the distribution of the pressure coefficient, shear stress coefficient, and limited streamline on the blade surface at various inflow wind speeds and pitch angles to understand the differences between different turbulence models and the causes of power and thrust attenuation at high inflow wind speeds. In addition, the transient mode additionally analyzes the time series of instantaneous air flow, torque, thrust, and tower drag as the blade passes through the tower; energy amplitude spectrum, and wind profile of the flow field to obtain tower effects and atmospheric boundary layers effects on wind turbine aerodynamic performance.

    目錄 摘要 I 目錄 IX 圖目錄 XII 符號說明 XV 第一章 緒論 1 1-1 研究動機 1 1-2 文獻回顧 1 1-3 大綱 4 第二章 理論背景及數值方法 6 2-1 統御方程式 6 2-2 Reynolds-averaged Navier–Stokes 方程式 7 2-3 紊流模型 7 2-4 離散與求解方法 8 2-4-1 有限體積法 8 2-4-2求解器 8 2-5 壁面函數 9 2-6 滑移網格 10 2-7 功率係數及推力係數 11 第三章 風場量測 12 3-1 測風塔 12 3-2光達量測系統 14 3-3 風速剖面冪次律 15 3-4 粗糙度長度 15 3-5 風速剖面分析 16 第四章 數值設定 18 4-1 風機幾何 18 4-2 網格生成 21 4-3 邊界條件 24 第五章 結果與討論 27 5-1 轉子扭矩及推力驗證 27 5-2 風機尾流分佈 30 5-3 壁面剪應力係數 33 5-4 壁面壓力係數 40 5-5葉片極限流線 45 5-6 塔架壓力係數 47 5-6 時間步長收斂性分析 49 5-7 扭矩及推力分佈 50 5-8 葉片-塔架之交互作用 57 5-9 Hilbert Huang 轉換之能譜分析 68 5-10流場之風速剖面 74 第六章 結論與未來展望 79 參考文獻 82

    [1] K. Dai, A. Bergot, C. Liang, W.-N. Xiang, and Z. Huang, "Environmental issues associated with wind energy–A review," Renewable Energy, vol. 75, pp. 911-921, 2015.
    [2] A. S. Darwish and R. Al-Dabbagh, "Wind energy state of the art: present and future technology advancements," Renewable Energy and Environmental Sustainability, vol. 5, p. 7, 2020.
    [3] D. Simms, S. Schreck, M. Hand, and L. J. Fingersh, "NREL unsteady aerodynamics experiment in the NASA-Ames wind tunnel: a comparison of predictions to measurements," National Renewable Energy Lab.(NREL), Golden, CO (United States), 2001.
    [4] N. N. Sørensen, J. A. Michelsen, and S. Schreck, "Navier-Stokes predictions of the NREL phase VI rotor in the NASA Ames 80 ft × 120 ft wind tunnel," Wind Energy, vol. 5, no. 2-3, pp. 151-169, 2002, doi: 10.1002/we.64.
    [5] L. Oggiano, "CFD simulations on the NTNU wind turbine rotor and comparison with experiments," Energy Procedia, vol. 58, pp. 111-116, 2014.
    [6] T. Defraeye, B. Blocken, E. Koninckx, P. Hespel, and J. Carmeliet, "Aerodynamic study of different cyclist positions: CFD analysis and full-scale wind-tunnel tests," Journal of biomechanics, vol. 43, no. 7, pp. 1262-1268, 2010.
    [7] R. Lanzafame, S. Mauro, and M. Messina, "Wind turbine CFD modeling using a correlation-based transitional model," Renewable Energy, vol. 52, pp. 31-39, 2013.
    [8] M. M. Yelmule and E. A. Vsj, "CFD predictions of NREL phase VI rotor experiments in NASA/AMES wind tunnel," International Journal of Renewable Energy Research (IJRER), vol. 3, no. 2, pp. 261-269, 2013.
    [9] N. Sezer-Uzol and L. Long, "3-D time-accurate CFD simulations of wind turbine rotor flow fields," in 44th AIAA Aerospace Sciences Meeting and Exhibit, 2006, p. 394.
    [10] E. P. Duque, M. D. Burklund, and W. Johnson, "Navier-Stokes and comprehensive analysis performance predictions of the NREL phase VI experiment," J. Sol. Energy Eng., vol. 125, no. 4, pp. 457-467, 2003.
    [11] Y. Li, K.-J. Paik, T. Xing, and P. M. Carrica, "Dynamic overset CFD simulations of wind turbine aerodynamics," Renewable Energy, vol. 37, no. 1, pp. 285-298, 2012.
    [12] X. Cai, R. Gu, P. Pan, and J. Zhu, "Unsteady aerodynamics simulation of a full-scale horizontal axis wind turbine using CFD methodology," Energy Conversion and Management, vol. 112, pp. 146-156, 2016.
    [13] S. Harries, C. Abt, and M. Brenner, "Upfront CAD—Parametric modeling techniques for shape optimization," in Advances in Evolutionary and Deterministic Methods for Design, Optimization and Control in Engineering and Sciences: Springer, 2019, pp. 191-211.
    [14] B. Dose, H. Rahimi, I. Herráez, B. Stoevesandt, and J. Peinke, "Fluid-structure coupled computations of the NREL 5 MW wind turbine by means of CFD," Renewable energy, vol. 129, pp. 591-605, 2018.
    [15] M.-C. Hsu and Y. Bazilevs, "Fluid–structure interaction modeling of wind turbines: simulating the full machine," Computational Mechanics, vol. 50, no. 6, pp. 821-833, 2012, doi: 10.1007/s00466-012-0772-0.
    [16] J. G. Njiri and D. Söffker, "State-of-the-art in wind turbine control: Trends and challenges," Renewable and Sustainable Energy Reviews, vol. 60, pp. 377-393, 2016.
    [17] E. Hau, Wind turbines: fundamentals, technologies, application, economics. Springer Science & Business Media, 2013.
    [18] M. B. Ageze, Y. Hu, and H. Wu, "Wind turbine aeroelastic modeling: Basics and cutting edge trends," International Journal of Aerospace Engineering, vol. 2017, 2017.
    [19] M. M. Hand et al., "Unsteady aerodynamics experiment phase VI: wind tunnel test configurations and available data campaigns," National Renewable Energy Lab., Golden, CO.(US), 2001.
    [20] B. Noura, I. Dobrev, R. Dizene, F. Massouh, and S. Khelladi, "Experimental study of yawed inflow around wind turbine rotor," Proceedings of the Institution of Mechanical Engineers, Part A: Journal of Power and Energy, vol. 226, no. 5, pp. 664-673, 2012.
    [21] C. L. Bottasso, F. Campagnolo, and V. Petrović, "Wind tunnel testing of scaled wind turbine models: Beyond aerodynamics," Journal of wind engineering and industrial aerodynamics, vol. 127, pp. 11-28, 2014.
    [22] J. Jonkman, S. Butterfield, W. Musial, and G. Scott, "Definition of a 5-MW reference wind turbine for offshore system development," National Renewable Energy Lab.(NREL), Golden, CO (United States), 2009.
    [23] M. O. L. Hansen, J. N. Sørensen, S. Voutsinas, N. Sørensen, and H. A. Madsen, "State of the art in wind turbine aerodynamics and aeroelasticity," Progress in aerospace sciences, vol. 42, no. 4, pp. 285-330, 2006.
    [24] W. Z. Shen, R. Mikkelsen, J. N. Sørensen, and C. Bak, "Tip loss corrections for wind turbine computations," Wind Energy: An International Journal for Progress and Applications in Wind Power Conversion Technology, vol. 8, no. 4, pp. 457-475, 2005.
    [25] M. Clifton-Smith, "Wind turbine blade optimisation with tip loss corrections," Wind engineering, vol. 33, no. 5, pp. 477-496, 2009.
    [26] P. I. Muiruri, O. S. Motsamai, and R. Ndeda, "A comparative study of RANS-based turbulence models for an upscale wind turbine blade," SN Applied Sciences, vol. 1, no. 3, pp. 1-15, 2019.
    [27] S. Derakhshan and A. Tavaziani, "Study of Wind Turbine Aerodynamic Performance Using Numerical Methods," Journal of Clean Energy Technologies, vol. 3, no. 2, pp. 83-90, 2015, doi: 10.7763/jocet.2015.V3.174.
    [28] Y. Bazilevs et al., "3D simulation of wind turbine rotors at full scale. Part I: Geometry modeling and aerodynamics," International journal for numerical methods in fluids, vol. 65, no. 1‐3, pp. 207-235, 2011.
    [29] I. Alesbe, M. Abdel-Maksoud, and S. Aljabair, "Investigation of the unsteady flow behaviour on a wind turbine using a BEM and a RANSE method," Journal of renewable energy, vol. 2016, 2016.
    [30] M. S. Siddiqui, A. Rasheed, M. Tabib, and T. Kvamsdal, "Numerical investigation of modeling frameworks and geometric approximations on NREL 5 MW wind turbine," Renewable Energy, vol. 132, pp. 1058-1075, 2019.
    [31] Q. Wang, H. Zhou, and D. Wan, "Numerical simulation of wind turbine blade-tower interaction," Journal of Marine Science and Application, vol. 11, no. 3, pp. 321-327, 2012.
    [32] Z. Ai and C. M. Mak, "CFD simulation of flow and dispersion around an isolated building: Effect of inhomogeneous ABL and near-wall treatment," Atmospheric Environment, vol. 77, pp. 568-578, 2013.
    [33] F. Porté-Agel, Y.-T. Wu, H. Lu, and R. J. Conzemius, "Large-eddy simulation of atmospheric boundary layer flow through wind turbines and wind farms," Journal of Wind Engineering and Industrial Aerodynamics, vol. 99, no. 4, pp. 154-168, 2011.
    [34] A. M. AbdelSalam and V. Ramalingam, "Wake prediction of horizontal-axis wind turbine using full-rotor modeling," Journal of Wind Engineering and Industrial Aerodynamics, vol. 124, pp. 7-19, 2014.
    [35] H. D. Nedjari, O. Guerri, and M. Saighi, "CFD wind turbines wake assessment in complex topography," Energy conversion and management, vol. 138, pp. 224-236, 2017.
    [36] I. F. S. A. Kabir and E. Ng, "Effect of different atmospheric boundary layers on the wake characteristics of NREL phase VI wind turbine," Renewable energy, vol. 130, pp. 1185-1197, 2019.
    [37] E. G. Antonini, D. A. Romero, and C. H. Amon, "Analysis and modifications of turbulence models for wind turbine wake simulations in atmospheric boundary layers," Journal of Solar Energy Engineering, vol. 140, no. 3, 2018.
    [38] S. Shamsoddin and F. Porté-Agel, "Large-eddy simulation of atmospheric boundary-layer flow through a wind farm sited on topography," Boundary-layer meteorology, vol. 163, no. 1, pp. 1-17, 2017.
    [39] W. Tian, A. Ozbay, W. Yuan, P. Sarakar, H. Hu, and W. Yuan, "An experimental study on the performances of wind turbines over complex terrain," 51st Am Inst Aeronaut Astronaut Aerospace Sci. Mtg, Grapevine, Texas, USA, 2013.
    [40] L. Shu et al., "3D numerical simulation of aerodynamic performance of iced contaminated wind turbine rotors," Cold Regions Science and Technology, vol. 148, pp. 50-62, 2018, doi: 10.1016/j.coldregions.2018.01.008.
    [41] M. S. Siddiqui, A. Rasheed, T. Kvamsdal, and M. Tabib, "Quasi-Static & Dynamic Numerical Modeling of Full Scale NREL 5MW Wind Turbine," Energy Procedia, vol. 137, pp. 460-467, 2017.
    [42] R. Shaheed, A. Mohammadian, and H. Kheirkhah Gildeh, "A comparison of standard k–ε and realizable k–ε turbulence models in curved and confluent channels," Environmental Fluid Mechanics, vol. 19, no. 2, pp. 543-568, 2018, doi: 10.1007/s10652-018-9637-1.
    [43] S. Roy and U. K. Saha, "Computational Study to Assess the Influence of Overlap Ratio on Static Torque Characteristics of a Vertical Axis Wind Turbine," Procedia Engineering, vol. 51, pp. 694-702, 2013, doi: 10.1016/j.proeng.2013.01.099.
    [44] M. Lateb, C. Masson, T. Stathopoulos, and C. Bédard, "Comparison of various types of k–ε models for pollutant emissions around a two-building configuration," Journal of Wind Engineering and Industrial Aerodynamics, vol. 115, pp. 9-21, 2013.
    [45] H. K. Versteeg and W. Malalasekera, An introduction to computational fluid dynamics: the finite volume method. Pearson education, 2007.
    [46] V. Ambatipudi, "SIMPLE Solver for Driven Cavity Flow Problem," 2006: Citeseer.
    [47] M. Ariff, S. M. Salim, and S. C. Cheah, "Wall y+ approach for dealing with turbulent flow over a surface mounted cube: Part 1-Low Reynolds Number," in Seventh international conference on CFD in the minerals and process industries, 2009: CSIRO Australia, pp. 1-6.
    [48] B. Stanković, A. Stojanović, M. Sijerčić, S. Belošević, and S. Čantrak, "Evaluation and limitations of standard wall functions in channel and step flow configurations," Journal of Serbian Society for Computational Mechanics, vol. 8, no. 1, pp. 1-22, 2014.
    [49] I. ANSYS, "ANSYS Fluent. 12.0 Theory guide," ANSYS FLUENT Release, 2009.
    [50] A. Betz, Introduction to the theory of flow machines. Elsevier, 2014.
    [51] A. P. Schaffarczyk, Introduction to wind turbine aerodynamics. Springer Nature, 2020.
    [52] N. J. Cook, "The Deaves and Harris ABL model applied to heterogeneous terrain," Journal of wind engineering and industrial aerodynamics, vol. 66, no. 3, pp. 197-214, 1997.
    [53] J. F. Manwell, J. G. McGowan, and A. L. Rogers, Wind energy explained: theory, design and application. John Wiley & Sons, 2010.
    [54] F. Zhang, M. Sha, G. Wang, Z. Li, and Y. Shao, "Urban aerodynamic roughness length mapping using multitemporal SAR data," Advances in Meteorology, vol. 2017, 2017.
    [55] G. WMO, "Guide to meteorological instruments and methods of observation," 1996.
    [56] C. v. Gorlé, J. Van Beeck, P. Rambaud, and G. Van Tendeloo, "CFD modelling of small particle dispersion: the influence of the turbulence kinetic energy in the atmospheric boundary layer," Atmospheric environment, vol. 43, no. 3, pp. 673-681, 2009.
    [57] W. Wang, Y. Cao, and T. Okaze, "Comparison of hexahedral, tetrahedral and polyhedral cells for reproducing the wind field around an isolated building by LES," Building and Environment, vol. 195, p. 107717, 2021.
    [58] S. Z. Roshan, S. Alimirzazadeh, and M. Rad, "RANS simulations of the stepped duct effect on the performance of ducted wind turbine," Journal of Wind Engineering and Industrial Aerodynamics, vol. 145, pp. 270-279, 2015.
    [59] A. Rezaeiha, I. Kalkman, and B. Blocken, "CFD simulation of a vertical axis wind turbine operating at a moderate tip speed ratio: Guidelines for minimum domain size and azimuthal increment," Renewable energy, vol. 107, pp. 373-385, 2017.
    [60] P. G. Regodeseves and C. S. Morros, "Unsteady numerical investigation of the full geometry of a horizontal axis wind turbine: Flow through the rotor and wake," Energy, vol. 202, 2020, doi: 10.1016/j.energy.2020.117674.
    [61] Y. Liu, Q. Xiao, A. Incecik, and C. Peyrard, "Aeroelastic analysis of a floating offshore wind turbine in platform-induced surge motion using a fully coupled CFD-MBD method," Wind Energy, vol. 22, no. 1, pp. 1-20, 2019, doi: 10.1002/we.2265.
    [62] N. Sørensen and J. Johansen, "UpWind: Aerodynamics and aero-elasticity Rotor aerodynamics in atmospheric shear flow," in Proceedings of the European Wind Energy Conference & Exhibition, EWEC 2007, 2007: Department of Civil Engineering, Aalborg University.
    [63] R. Chow and C. P. van Dam, "Verification of computational simulations of the NREL 5 MW rotor with a focus on inboard flow separation," Wind Energy, vol. 15, no. 8, pp. 967-981, 2012, doi: 10.1002/we.529.
    [64] C.-H. K. Wu and V.-T. Nguyen, "Aerodynamic simulations of offshore floating wind turbine in platform-induced pitching motion," Wind Energy, vol. 20, no. 5, pp. 835-858, 2017, doi: 10.1002/we.2066.
    [65] T. Tran, G. Ryu, Y. Kim, and D. Kim, "CFD-based design load analysis of 5MW offshore wind turbine," in AIP Conference Proceedings, 2012, vol. 1493, no. 1: American Institute of Physics, pp. 533-545.
    [66] T. Burton, N. Jenkins, D. Sharpe, and E. Bossanyi, Wind energy handbook. John Wiley & Sons, 2011.
    [67] S. Agarwal and P. Kumar, "Numerical investigation of flow field and effect of varying vortex generator location on wing performance," American Journal of Fluid Dynamics, vol. 6, no. 1, pp. 11-19, 2016.
    [68] Y. Zhang, Z. Zhou, K. Wang, and X. Li, "Aerodynamic Characteristics of Different Airfoils under Varied Turbulence Intensities at Low Reynolds Numbers," Applied Sciences, vol. 10, no. 5, 2020, doi: 10.3390/app10051706.
    [69] S. Obeid, R. Jha, and G. Ahmadi, "RANS Simulations of Aerodynamic Performance of NACA 0015 Flapped Airfoil," Fluids, vol. 2, no. 1, 2017, doi: 10.3390/fluids2010002.
    [70] T. Phengpom, Y. Kamada, T. Maeda, J. Murata, S. Nishimura, and T. Matsuno, "Study on blade surface flow around wind turbine by using LDV measurements," Journal of Thermal Science, vol. 24, no. 2, pp. 131-139, 2015, doi: 10.1007/s11630-015-0765-3.
    [71] P. K. Kundu, I. M. Cohen, and D. R. Dowling, Fluid mechanics. Academic press, 2015.
    [72] G. Yu, X. Shen, X. Zhu, and Z. Du, "An insight into the separate flow and stall delay for HAWT," Renewable Energy, vol. 36, no. 1, pp. 69-76, 2011, doi: 10.1016/j.renene.2010.05.021.
    [73] J.-O. Mo and Y.-H. Lee, "CFD Investigation on the aerodynamic characteristics of a small-sized wind turbine of NREL PHASE VI operating with a stall-regulated method," Journal of Mechanical Science and Technology, vol. 26, no. 1, pp. 81-92, 2012, doi: 10.1007/s12206-011-1014-7.
    [74] P. J. Roache, "Perspective: a method for uniform reporting of grid refinement studies," 1994.
    [75] D. Satrio, I. K. A. Pria Utama, and M. M, "The influence of time step setting on the CFD simulation result of vertical axis tidal current turbine," Journal of Mechanical Engineering and Sciences, vol. 12, no. 1, pp. 3399-3409, 2018, doi: 10.15282/jmes.12.1.2018.9.0303.
    [76] T. T. Tran and D. H. Kim, "A CFD study of coupled aerodynamic‐hydrodynamic loads on a semisubmersible floating offshore wind turbine," Wind Energy, vol. 21, no. 1, pp. 70-85, 2018.
    [77] N. E. Huang et al., "The empirical mode decomposition and the Hilbert spectrum for nonlinear and non-stationary time series analysis," Proceedings of the Royal Society of London. Series A: mathematical, physical and engineering sciences, vol. 454, no. 1971, pp. 903-995, 1998.

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