簡易檢索 / 詳目顯示

研究生: 林竣泓
Lin, Jun-Hong
論文名稱: 線上參數識別之內藏式永磁同步馬達單位功率因數控制
Unity Power Factor Control of Interior Permanent Magnet Synchronous Motor Using Online Parameter Identification
指導教授: 蔡明祺
Tsai, Mi-Ching
共同指導教授: 陳盛基
Chen, Seng-Chi
學位類別: 碩士
Master
系所名稱: 電機資訊學院 - 電機工程學系
Department of Electrical Engineering
論文出版年: 2024
畢業學年度: 113
語文別: 中文
論文頁數: 112
中文關鍵詞: 單位功率因數永磁同步馬達線上參數識別磁場導向控制
外文關鍵詞: Unity Power Factor, Permanent magnet synchronous motor, Online Parameter Identification, Field-Oriented Control
相關次數: 點閱:38下載:0
分享至:
查詢本校圖書館目錄 查詢臺灣博碩士論文知識加值系統 勘誤回報
  • 永磁同步馬達(PMSM)因高效率、高功率密度和良好的動態性能,廣泛應用於電動車及工業驅動系統中。在此應用中,單位功率因數控制能夠提高變頻器容量使用率,減少虛功率的損耗,本論文提出次最佳化單位功率因數控制(Sub-Optimal Unity Power Factor Control)演算法,解決傳統查表法(Look-Up-Table, LUT)使用上不彈性的問題。然而,PMSM的電感容易受到飽和效應等影響而變化,因此電感估測也是非常重要的一環。因此本論文引入線上參數識別架構,該方法利用量測馬達的電壓、電流、轉速,結合窗口型最小平方法(Windowed Least Square, WLS)進行參數識別,估測馬達的電感與永磁磁交鏈。透過動態更新這些參數至單位功率因數控制演算法中,使系統能夠在不同運行條件下維持高精度的單位功率因數控制。為驗證該方法的有效性,使用德州公司(Texas Instruments)F28379D開發版,搭建硬體迴路(Hardware-in-the-loop, HIL)實驗平台,並進行模擬和實驗測試分析控制器在不同負載和運行速度下的性能表現。結果顯示,所提方法能顯著提升馬達之功率因數,並有效應對參數變化對控制精度的影響。

    Permanent magnet synchronous motors (PMSMs) are widely utilized in electric vehicles and industrial drive systems due to their high efficiency, high power density, and excellent dynamic performance. This paper proposes a sub-optimal unity power factor control algorithm to address the inflexibility of traditional look-up-table (LUT) methods. It integrates an online parameter identification framework employing a windowed least squares (WLS) method for high-precision estimation of motor parameters, ensuring robust control. A hardware-in-the-loop (HIL) platform was developed using the Texas Instruments F28379D development board to validate the approach. Experimental results demonstrate that the proposed method effectively enhances the power factor performance and mitigates the impact of parameter variations, offering a reliable solution for PMSM control in dynamic environments.

    中文摘要 I Abstract II 誌謝 XXVI 目錄 XXVII 表目錄 XXIX 圖目錄 XXX 符號表 XXXIII 第一章 緒論 1 1.1 研究動機 1 1.2 文獻回顧 2 1.3 研究目的 7 1.4 本文架構 9 第二章 永磁同步馬達等效數學模型 10 2.1 永磁同步馬達結構 10 2.2 座標轉換 11 2.3 永磁同步馬達之數學模型 13 2.3.1 電壓方程式 13 2.3.2 功率定義 21 第三章 磁場導向控制 23 3.1 電流控制器設計 24 3.2 單位功率因數控制 26 3.2.1 UPFC演算法 27 3.2.2 次最佳化(Sub-Optimal)圖解法UPFC 30 3.3 速度控制器設計 33 第四章 參數鑑別系統架構 35 4.1 最小平方法 35 4.2 電感與永磁磁交鏈估測 38 4.3 遞迴最小平方法 42 第五章 MATLAB模擬與硬體迴路模擬 47 5.1 MATLAB模擬 48 5.1.1 模擬一:特性比較 48 5.1.2 模擬二:參數變化 55 5.2 實驗硬體設備 59 5.3 硬體迴路模擬 61 5.3.1 實驗一:特性比較 63 第六章 結論與未來研究建議 68 6.1 結論 68 6.2 未來建議 68 參考文獻 70

    [1] Makaino, Y., Iba, T., and Ohnuma, T., "Maximum Torque Response Control Based On Maximum Torque Control Frame," IEEJ Journal of Industry Applications, Vol. 3, No. 3, pp. 221–226, May. 2014.
    [2] Antonello, R., Carraro, M., and Zigliotto, M., "Towards The Automatic Tuning Of MTPA Algorithms For IPM Motor Drives," 2012 XXth International Conference on Electrical Machine, Marseille, France, pp. 1121–1127, Sep. 2012.
    [3] Moussa, M. F., Helal, A., Gaber, Y., and Youssef, H. A. "Unity Power Factor Control Of Permanent Magnet Motor Drive System," 2008 12th International Middle-East Power System Conference, Aswan, Egypt, pp. 360–367, Mar. 2008.
    [4] Singh, T. S., and Jain, A. K. "Maximum Power Per VA Control Of Vector Controlled Interior Permanent Magnet Motor," Sādhanā, Vol. 43, No. 4, Article 50, Apr. 2018.
    [5] Cheng, L. J., Wu, I. H., and Tsai, M. C., "Research On Adaptive Direct Torque Control Based On Online Parameter Estimation Applied To Surface Permanent Magnet Motor," 2019 IEEE 4th International Future Energy Electronics Conference (IFEEC), Singapore, pp. 1–7, Nov. 2019.
    [6] 張啟洋,「交流馬達建模與分析」,碩士論文,國立成功大學電機工程研究所,2023。
    [7] 王漢祺,「數位孿生應用於永磁馬達快速特性量測系統」,碩士論文,國立成功大學機械工程研究所,2024。
    [8] Pillay, P., and Krishnan, R., "Modeling, Simulation, And Analysis Of Permanent-Magnet Motor Drives. I. The Permanent-Magnet Synchronous Motor Drive," IEEE Transactions on Industry Applications, Vol. 25, No. 2, pp. 265–273, 1989.
    [9] Hesari, S., and Sistani, M. B. N., "Efficiency Improvement By Timely Controlling Power Factor In Permanent Magnet Synchronous Motor Using PSO Algorithm," Proceedings of the 2014 International Congress on Technology, Communication and Knowledge (ICTCK), Mashhad, Iran pp. 1-4, Nov 2014,.
    [10] Liu, W., and Zhang, G., "Unity Power Factor Control Of Permanent Magnet Synchronous Motor," Micromotors, Vol. 45, No. 2, pp. 63-67, 2012.
    [11] 林勁羽,「抗電感變異之磁交鏈觀測器應用於直接磁通控制」,碩士論文,國立成功大學機械工程研究所,2024。
    [12] Bobek, V., "Pmsm Electrical Parameters Measurement," Freescale Semiconductor, Vol. 7, No. 8, pp. 13, 2013.
    [13] Wang, P., Lin, K., Lin, M., Yang, A., Fu, F., and Ai, J., "Online Multi‐Parameter Estimation Of Permanent Magnet Synchronous Machine With Step‐Pulse Injection," IET Electric Power Applications, Vol. 15, No. 2, pp. 186-199, 2021.
    [14] Astrom, K. J., and Wittenmark, B., Adaptive Control, Mineola, NY, USA: Dover Publications, 2008.
    [15] Underwood, S. J. and Husain, I., "Online Parameter Estimation And Adaptive Control Of Permanent-Magnet Synchronous Machines," IEEE Transactions on Industrial Electronics, vol. 57, no. 7, pp. 2435-2443, July 2009.
    [16] Young, P. C. "Recursive Estimation And Time-Series Analysis: An Introduction For The Student And Practitioner. " Springer science & business media, 2011.
    [17] Wang, S. "Windowed Least Square Algorithm Based PMSM Parameters Estimation," Mathematical Problems in Engineering, vol. 2013, Sep. 2013.
    [18] 袁雷,「現代永磁同步電機控制原理及 MATLAB 仿真」,北京航空航天大學出版社, 2016.
    [19] Guo, B. Z., and Han, J. Q. "A Linear Tracking-Differentiator And Application To The Online Estimation Of The Frequency Of A Sinusoidal Signal," Proceedings of the 2000. IEEE International Conference on Control Applications. Conference Proceedings, Anchorage, AK, USA, pp. 9-13, Sep. 2000.
    [20] TI, "TMS320F2837xD Microcontrollers datasheet," Available from : https://www.ti.com/product/zh-tw/TMS320F28379D, 檢索日期:2024/07/10
    [21] 凱登智動科技,「MR2硬體迴路測試系統使用說明書」,檢索日期:2024/07/20

    無法下載圖示 校內:2030-01-14公開
    校外:2030-01-14公開
    電子論文尚未授權公開,紙本請查館藏目錄
    QR CODE