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  1. NTU Theses and Dissertations Repository
  2. 工學院
  3. 工程科學及海洋工程學系
請用此 Handle URI 來引用此文件: http://tdr.lib.ntu.edu.tw/jspui/handle/123456789/84336
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dc.contributor.advisor江茂雄(Mao-Hsiung Chiang)
dc.contributor.authorChe-Yu Liangen
dc.contributor.author梁哲瑜zh_TW
dc.date.accessioned2023-03-19T22:08:51Z-
dc.date.copyright2022-07-05
dc.date.issued2022
dc.date.submitted2022-05-31
dc.identifier.citation[1] S.Y.Hu, 'Policy and Promotion of Offshore Wind Power in Taiwan,' Industrial Technology Research Institute, 2020. [2] A.-R. Sharif-Razi, 'Discrete-time blade pitch control for wind turbine torque regulation with digitally simulated random turbulence excitation,' Oregon State University, 1986. [3] E. Muljadi, K. Pierce, and P. Migliore, 'Control strategy for variable-speed, stall-regulated wind turbines,' in Proceedings of the 1998 American Control Conference. ACC (IEEE Cat. No. 98CH36207), 1998, vol. 3: IEEE, pp. 1710-1714. [4] L. Kendall, M. J. Balas, Y. J. Lee, and L. J. Fingersh, 'Application of proportional-integral and disturbance accommodating control to variable speed variable pitch horizontal axis wind turbines,' Wind Engineering, pp. 21-38, 1997. [5] P. Novak, T. Ekelund, I. Jovik, and B. Schmidtbauer, 'Modeling and control of variable-speed wind-turbine drive-system dynamics,' IEEE Control Systems Magazine, vol. 15, no. 4, pp. 28-38, 1995. [6] Y. Song, B. Dhinakaran, and X. Bao, 'Variable speed control of wind turbines using nonlinear and adaptive algorithms,' Journal of wind engineering and industrial aerodynamics, vol. 85, no. 3, pp. 293-308, 2000. [7] Z. Lin and G. Qingding, 'Adjustable-pitch and variable-speed control of wind turbines using nonlinear algorithm,' in Sixth International Conference on Electrical Machines and Systems, 2003. ICEMS 2003., 2003, vol. 1: IEEE, pp. 270-273. [8] T. Senjyu, R. Sakamoto, N. Urasaki, T. Funabashi, H. Fujita, and H. Sekine, 'Output power leveling of wind turbine generator for all operating regions by pitch angle control,' IEEE Transactions on Energy conversion, vol. 21, no. 2, pp. 467-475, 2006. [9] K. Selvam, S. Kanev, J. W. van Wingerden, T. van Engelen, and M. Verhaegen, 'Feedback–feedforward individual pitch control for wind turbine load reduction,' International Journal of Robust and Nonlinear Control: IFAC‐Affiliated Journal, vol. 19, no. 1, pp. 72-91, 2009. [10] M.-H. Chiang, 'A novel pitch control system for a wind turbine driven by a variable-speed pump-controlled hydraulic servo system,' Mechatronics, vol. 21, no. 4, pp. 753-761, 2011. [11] F. Scherillo, L. Izzo, D. Coiro, and D. Lauria, 'Fuzzy logic control for a small pitch controlled wind turbine,' in International Symposium on Power Electronics Power Electronics, Electrical Drives, Automation and Motion, 2012: IEEE, pp. 588-593. [12] X.-x. Yin, Y.-g. Lin, W. Li, and Y.-j. Gu, 'Integrated pitch control for wind turbine based on a novel pitch control system,' Journal of Renewable and Sustainable Energy, vol. 6, no. 4, p. 043106, 2014. [13] F.-J. Lin, H.-C. Chiang, J.-K. Chang, and Y.-R. Chang, 'Intelligent wind power smoothing control with BESS,' IET Renewable Power Generation, vol. 11, no. 2, pp. 398-407, 2017. [14] F. Zhou and J. Liu, 'Pitch controller design of wind turbine based on nonlinear PI/PD control,' Shock and Vibration, vol. 2018, 2018. [15] S. M. Mortensen, K. Laugesen, J. K. Jensen, K. Jessen, and M. Soltani, 'Experimental verification of the hydro-elastic model of a scaled floating offshore wind turbine,' in 2018 IEEE Conference on Control Technology and Applications (CCTA), 2018: IEEE, pp. 1623-1630. [16] I. Bayati, M. Belloli, L. Bernini, E. Fiore, H. Giberti, and A. Zasso, 'On the functional design of the DTU10 MW wind turbine scale model of LIFES50+ project,' in Journal of Physics: Conference Series, 2016, vol. 753, no. 5: IOP Publishing, p. 052018. [17] A. Petersson, Analysis, modeling and control of doubly-fed induction generators for wind turbines. Chalmers Tekniska Hogskola (Sweden), 2005. [18] A. Betz, 'The maximum of the theoretically possible exploitation of wind by means of a wind motor,' Wind Engineering, vol. 37, no. 4, pp. 441-446, 2013. [19] Y. Xia, K. H. Ahmed, and B. W. Williams, 'Wind turbine power coefficient analysis of a new maximum power point tracking technique,' IEEE transactions on industrial electronics, vol. 60, no. 3, pp. 1122-1132, 2012. [20] H. Yun-Fan, 'Novel Design for Variable Pitch Control System and Constant Rotational Speed Control of Rotor for a Small Wind Turbine,' National Taiwan University, 2015. [Online]. Available: https://hdl.handle.net/11296/jm7xuf [21] C. Eisenhut, F. Krug, C. Schram, and B. Klockl, 'Wind-turbine model for system simulations near cut-in wind speed,' IEEE Transactions on Energy Conversion, vol. 22, no. 2, pp. 414-420, 2007. [22] L. Lian-Wang, 'Adaptive Sliding Mode Controller Design of Nonlinear System and Application to Fluid Power Servo System,' 2009. [Online]. Available: https://hdl.handle.net/11296/fc5x7h [23] J.-J. E. Slotine and W. Li, Applied nonlinear control (no. 1). Prentice hall Englewood Cliffs, NJ, 1991. [24] W. Rudin, Principles of mathematical analysis. McGraw-hill New York. [25] A.-C. Huang and Y.-S. Kuo, 'Sliding control of non-linear systems containing time-varying uncertainties with unknown bounds,' International Journal of Control, vol. 74, no. 3, pp. 252-264, 2001/01/01 2001, doi: 10.1080/00207170010003441. [26] N. Abbas, D. Zalkind, L. Pao, and A. Wright. 'A Reference Open-Source Controller for Fixed and Floating Offshore Wind Turbines.' (accessed. [27] H. R. Martin, R. W. Kimball, A. M. Viselli, and A. J. Goupee, 'Methodology for wind/wave basin testing of floating offshore wind turbines,' Journal of Offshore Mechanics and Arctic Engineering, vol. 136, no. 2, 2014. [28] 'wind-turbine-models.com.' https://en.wind-turbine-models.com/turbines/1302-micon-m-1100-600#pictures (accessed.
dc.identifier.urihttp://tdr.lib.ntu.edu.tw/jspui/handle/123456789/84336-
dc.description.abstract本文以改裝變旋角機構之東元2kW被動式小型風機進行大型風機的縮尺實驗,模擬大型風機在額定功率區與切出風速後之超轉區的控制,考量到風場因素,希望以功率最大化的前提下降低轉速至停機,達到風機效率的最大化。 本實驗將風力發電機立於在開放式風洞中,以傅立葉函數為基底的非線性項自適應估測滑動模式控制器對變旋角系統進行風機轉子轉速的控制。變旋角系統由伺服馬達驅動,旋角由伺服馬達之編碼器回授,風機之轉子轉速由外加之轉速計測量,風速則由固定之風速計測量,風力發電機產生之電力由電纜接至三項Y接型水泥電阻消耗。藉由改裝之變風速系統,開放式風洞可以簡易控制風速大小。 控制器使用以傅立葉函數為基底之自適應滑動模式控制器。此控制器設計是藉由回授線性化推導出系統模型,再利用以傅立葉級數為基底之函數估測法估測系統中的非線性項與未知的系統參數,其中各項傅立葉級數參數由自適應的方式進行更新。由李亞普諾夫函數證明系統穩定,誤差會收斂於零。 最後進行縮尺風機實驗驗證,將控制器應用在縮尺風力發電機實驗中的定轉速以及變轉速控制,觀察控制器在額定轉速區以及停機區控制效果,並與PID控制器比較。實驗結果可得到以傅立葉函數為基底之自適應滑動模式控制器比起PID控制器,在額定轉速區的穩態誤差以及超轉區的轉速追蹤效果皆更好。zh_TW
dc.description.abstractIn this dissertation, the modified TECO 2kW small horizontal axis wind turbine with variable pitch control was used to conduct a scaled-down experiment with the prototype Vesta Micon M 1100-600-PLS2. This study focuses on the rotational speed control in rated rotor speed region and the over speed region, which is over cut-off speed. This experiment was implemented in an open wind tunnel, and the wind turbine’s rotor speed is controlled by the Fourier-series based adaptive sliding mode controller via variable pitch control. The variable pitch control is driven by the servo motor, and the pitch angle feedback is by the servo motor’s encoder. The rotor speed is measured by the additional tachometer and the wind speed is measured by the anemometer. The turbine’s output electricity connects to the Y-shaped cement resistance through the power cable. The open wind tunnel can simply control the magnitude of wind speed via modified variable wind speed system. The Fourier-series based adaptive sliding mode (FSBASM) controller was applied in this dissertation, including feedback linearization, Fourier-series based function approximation and adaptive law design. The stability was proved by the Lyapunov function and the error converges to 0. Finally, the experiment was implemented in the scale-down test turbine. The proposed FSBASM controller was applied to the constant speed and variable speed control of a scaled-down wind turbine to observe the control performance in the rated rotor speed region and over-speed region in comparison with the PID controller. The experimental results show that the FSBASM controller has better steady-state error in the rated speed region and better tracking performance in over-speed region than the PID controller.en
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Previous issue date: 2022
en
dc.description.tableofcontentsTable of Contents 致謝 ii 摘要 iii Abstract iv Table of Contents vi List of Figures viii List of Table x Chapter 1 Introduction 1 1-1 Preface 1 1-2 Literature Survey 1 1-3 Motivation 3 1-4 Organization of the Dissertation 3 Chapter 2 Test Rig System 4 2-1 2.2kW Wind Turbine 4 2-2 DC Servo motor 6 2-3 Variable Pitch Control System and Turbine Installation 9 2-4 The Test Rig Layout 14 Chapter 3 Dynamic Model of Wind Turbine 16 3-1 Principle of Wind turbine 16 3-2 Drive Train Model and Pitch Model 18 Chapter 4 Controller Design and Stability Analysis 24 4-1 Feedback Linearization Based Controller Design 24 4-2 Function Approximation Technique 30 4-2-1 Function Approximation with Orthogonal Series 30 4-2-2 Function Approximation with Fourier Series 31 4-3 Fourier Series-based Adaptive Sliding Mode Controller Design 33 4-3-1 Control Law and Adaptive Law design 33 4-3-2 Stability with Lyapunov Function 35 4-3-3 Controller Design 39 Chapter 5 Control of Wind Turbine 41 5-1 Control Strategy of Wind Turbine 41 5-2 Scaling Methodology 44 5-3 Scaled-down Rotor Speed Control in Cut-off Wind Speed Region 46 Chapter 6 2.2kW Wind Turbine Experiments 50 6-1 Open Loop Rotor Speed Experiment 50 6-2 Rated Rotor Speed Control Experiment 54 6-2-1 Rated Rotor Speed 40rpm Experiment 56 6-2-2 Rated Rotor Speed 60rpm Experiment 59 6-2-3 Rated Rotor Speed 100rpm Experiment 62 6-2-4 Rated Rotor Speed 85rpm Experiment 65 6-3 Scaled-down Rotor Speed Control Experiment 68 Chapter 7 Conclusions and Prospects 72 References 74
dc.language.isozh-TW
dc.subject傅立葉函數為基底之自適應滑動模式控制器zh_TW
dc.subject小型風力發電機zh_TW
dc.subject變旋角控制zh_TW
dc.subject縮尺實驗zh_TW
dc.subject轉子定轉速控制zh_TW
dc.subject轉子降轉速控制zh_TW
dc.subject切出風速zh_TW
dc.subject變風速控制zh_TW
dc.subject直流伺服馬達驅動系統zh_TW
dc.subjectsmall-scaled wind turbine generatoren
dc.subjectFourier-series based adaptive sliding mode controlleren
dc.subjectDC servo motor-drive systemen
dc.subjectvariable wind speed controlen
dc.subjectcut-off wind speeden
dc.subjectover-speed rotor speed controlen
dc.subjectrated rotor speed controlen
dc.subjectscaled-down experimenten
dc.subjectvariable pitch controlen
dc.title以傅立葉函數為基底之自適應滑動模式控制應用於縮尺風力發電機葉片變旋角轉速控制之研究zh_TW
dc.titleFourier-series Based Adaptive Sliding Mode Control for Rotational Speed Control via Variable Pitch Control in a Scaled-down Wind Turbineen
dc.typeThesis
dc.date.schoolyear110-2
dc.description.degree碩士
dc.contributor.oralexamcommittee張恆華(Herng-Hua Chang),林浩庭(Hao-Ting Lin)
dc.subject.keyword小型風力發電機,變旋角控制,縮尺實驗,轉子定轉速控制,轉子降轉速控制,切出風速,變風速控制,直流伺服馬達驅動系統,傅立葉函數為基底之自適應滑動模式控制器,zh_TW
dc.subject.keywordsmall-scaled wind turbine generator,variable pitch control,scaled-down experiment,rated rotor speed control,over-speed rotor speed control,cut-off wind speed,variable wind speed control,DC servo motor-drive system,Fourier-series based adaptive sliding mode controller,en
dc.relation.page76
dc.identifier.doi10.6342/NTU202200830
dc.rights.note同意授權(限校園內公開)
dc.date.accepted2022-05-31
dc.contributor.author-college工學院zh_TW
dc.contributor.author-dept工程科學及海洋工程學研究所zh_TW
dc.date.embargo-lift2022-07-05-
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