| 研究生: |
汪柏年 Wang, Po-Nien |
|---|---|
| 論文名稱: |
以模糊積分式滑動控制器運用於永磁同步馬達之電流迴路控制 Current Loop Control of a Permanent Magnet Synchronous Motor Using Fuzzy Integral Sliding Mode Controller |
| 指導教授: |
鄭銘揚
Cheng, Ming-yang |
| 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: | 2009 |
| 畢業學年度: | 97 |
| 語文別: | 中文 |
| 論文頁數: | 103 |
| 中文關鍵詞: | 永磁同步馬達 、模糊積分式滑動控制 、電流迴路控制 |
| 外文關鍵詞: | current loop control, permanent magnet synchronous motor, fuzzy integral sliding control |
| 相關次數: | 點閱:127 下載:10 |
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滑動模式控制(Sliding Mode Control,簡稱SMC) 因為有對系統參數變化之強健性、良好的抗干擾能力及速度響應快等優點,近年來已經廣泛地運用在永磁同步馬達的控制系統中;但也因為控制條件不斷地切換,導致控制系統產生令人詬病的抖振現象(chattering),嚴重時甚至可能會對系統造成硬體上的傷害。故本論文將使用模糊積分式滑動控制器的方法,適應性地調整控制增益值,使得系統狀態不僅可以快速到達滑動面並且改善到達滑動面後的抖振現象。
為了能夠控制永磁同步馬達的輸出轉矩,馬達電流閉迴路控制是不可或缺的。而具有快速響應的電流控制迴路且沒有穩態誤差,是電流控制設計的目標。一般常見的電流控制為先將三相座標軸透過座標轉換成d-q二軸後再進行控制,然而多了座標轉換的步驟,這也使得整體運算時間變長,不利於使用價格較低廉之微控制器來實現。為克服此一困難,故本論文直接在三相座標軸下使用模糊積分式滑動控制器來執行電流控制,不只省去座標轉換的步驟,其電流控制效果也令人滿意。
The Sliding Mode Control (SMC) has been widely adopted in control system of Permanent Magnet Synchronous Motors (PMSM) because of its robustness to change in system parameters, good disturbance rejection ability and fast velocity response. However, because the control condition is switched regularly, the chattering phenomenon occurs at the same time in which it may damage the hardware. Therefore, this thesis employs the fuzzy integral sliding mode control method to adaptively adjust the value of control gain so that the system state can not only reach the sliding surface quickly but also eliminate the chattering phenomenon.
In order to control the output torque of PMSM, the current control loop is indispensable. Generally, a rapid dynamic response without steady state error is the goal in current loop control design. Most current loop control approaches have to transform three-phase axis into d-q axis. However coordinate transformation will lead to a longer computation time, in which it is not suitable for implementing the current loop control using a cost effective microcontroller. In order to cope with this problem, this thesis uses the fuzzy integral sliding control to implement the current loop control of PMSM in three-phase axis. The proposed approach does not need coordinate transformation and its control performance is satisfactory.
[1]羅永昌,電動機控制,高立圖書有限公司,2000。
[2]Microchip, dsPIC30F Family Reference Manual, Microchip Technology Inc,2003.
[3]曾百由,dsPIC數位訊號控制器原理與應用,宏友圖書開發股份有限公司,2006。
[4] R. A. Decarlo, S.H. Zak, and G.P. Matthews, “Variable Structure Control of Nonlinear Multivariable Systems: A Tutorial,” Proceedings of the IEEE, vol. 76, no. 3, pp.212-232, March 1988.
[5] V. I. Utkin , “Variable Structure Systems with Sliding Modes,” IEEE Transactions on Automatic Control, vol 22, no.2, pp.212-222, April 1977.
[6] J. Y. Hung, R.M. Nelms, “Using a Boundary Layer Technique to Reduce Chattering in Sliding Mode controllers,” in Proceedings of the IEEE Applied Power Electronics Conference and Exposition,1991, pp.195-201.
[7] B. Yao, M. Tomizuka, “Smooth Robust Adaptive Sliding Mode Control of Manipulators with Guaranteed Transient Performance,” Journal of Dynamic Systems, Measurement and Control, vol. 118, no. 4, pp. 764–775, December 1996.
[8] Q. P. Ha, Q. H. Nguyen, D. C. Rye, H. F. Durrant-Whyte, “Fuzzy Sliding-Mode Controllers with Applications,” IEEE Transactions on Industrial Electronics, vol. 48, pp. 38-46, February 2001.
[9] Y. Fang, T. W. S. Chow, X. D. Li, “Use of a Recurrent Neural Network in Discrete Sliding-Mode Control,” in Proceedings of the IEEE Control Theory and Application, vol. 146, no. 1, 1999, pp. 84-90.
[10] T. T. Chen, T. H. S. Li, “Integrated Fuzzy GA-Based Simplex Sliding-Mode Control,” International Journal of Fuzzy Systems, vol. 2, no. 4, pp. 267-277. December 2000
[11] A. Kawamura, H. Itoh, K. Sakamoto, “Chattering Reduction of Disturbance Observer Based Sliding Mode Control,” IEEE Transactions on Industry Applications, vol. 30, no. 2, pp. 456-461, 1994.
[12] B. Singh, C.L.Putta Swamy, B.P. Singh, A. Chandra', K. Al-Haddad, “Performance Analysis of Fuzzy Logic Controlled Permanent Magnet Synchronous Motor Drive” in Proceedings of the IEEE Industrial Electronics Contro and Instrumentation,vol. 1, November 1995, pp.399 - 405.
[13] Z. Yan, V. I. Utkin, “Sliding Mode Observers for Electric Machines- An Overview,” in Proceedings of the IEEE Industrial Electronics Society, 2002, pp.1842-1847.
[14] Y. S. Kung, C.S. Chen, K. I. Wong, M. H. Tsai, “Development of a FPGA-based Control IC for PMSM Drive with Adaptive Fuzzy Control,” in Proceedings of the IEEE Industrial Electronics Society, November 2005, pp.6-10.
[15] A. A. Hassan Y. S. Mohamed, E. G. Shehata, “Cascade Sliding Mode Torque Control of a Permanent Magnet Synchronous Motor,” in Proceedings of the IEEE Industrial Technology , December 2006, pp.465-470.
[16] R. D. Lorenz, T. A. Lipo, D. W. Novotny, “Motion Control with Induction Motors,” Proceedings of the IEEE, vol. 82, no. 8, pp. 1215-1240, August 1994.
[17] D. Y. Ohm, “Dynamic model of PM synchronous motors, “ Drivetech, Inc., Blacksburg, Virginia, 2000. www.drivetechinc.com
[18]鄒應嶼,電動機控制:原理與實務,財團法人自強工業科學基金會上課講義,2008。
[19]劉昌煥,交流電機控制-向量控制與直接轉矩控制原理,第三版,東華書局,2005。
[20] P. Pillay, R. Krishnan, “Modeling Simulation and Analysis of Permanent Magnet Motor Drives, Part I: the Permanent Magnet Synchronous Motor Drive,” IEEE Transactions on Industry Applications, vol.25, no.2 , pp. 265-273, April 1989.
[21]羅銘祥,永磁同步馬達調速驅動系統於跑步機之研製,碩士論文,國立成功大學電機工程學系,2007。
[22] V. I. Utkin, “ Sliding Mode Control Design Principles and Applications to Electric Drives,” IEEE Transactions on Industrial Electronics, vol. 40, no. 1, pp. 23-36, February 1993.
[23] Namuduri, PC Sen, “A Servo-Control System Using a Self Controlled Synchronous Motor(SCSM) with Sliding Mode Controller”, IEEE Transactions on Industry Application, vol. 23, no. 2, pp. 283-295 April 1987.
[24] R. J. Wai, “Total Sliding-Mode Controller for PM Synchronous Servo Motor Drive Using Recurrent Fuzzy Neural Network,” IEEE Transaction on Industrial Electronics, vol. 48, no. 5, pp. 926-944, October 2001.
[25]陳永平,張浚林,可變結構控制設計,全華科技圖書股份有限公司。
[26] V. I. Utkin, “ Variable Structure Systems with Sliding Modes.” IEEE Transactions on Automatic Control , vol. 22, April 1977.
[27]孫宗瀛,楊英魁, Fuzzy控制理論、實作與應用,全華科技圖書股份有限公司,1999年。
[28]李祖聖,高等模糊控制,上課講義。
[29]劉金琨,滑模變結構控制MATLAB仿真,清華大學出版社,2006年。
[30] Z. Xu, M.F. Rahman, “ Encoder-Less Operation of a Direct Torque Controlled IPM Motor Drive with a Novel Sliding Mode Observer,” in Proceedings of the IEEE Australasian Universities Power Engineering, September 2004, pp.26-29.
[31]劉子瑜,基於弦波電流驅動於永磁同步馬達電流迴路控制之研究,碩士論文,國立成功大學電機工程學系,2009。
[32] A. Kaletsanos, S. H. Xepapas, S. N. Manias, ”A Novel Sliding Mode Fuzzy Logic Control Technique for Induction Motor Drive Systems,” in Proceedings of the IEEE Power Electronics Specialists , vol. 2, June 2001, pp.1209-1214.
[33] C. S. Ting, T. H. Li, F. C. Kung, “An Approach to Systematic Design of Fuzzy Control System,” Fuzzy Sets and Systems, vol. 77, pp.151-166 , 1996.
[34]Y. S. Lu, J. S. Chen, “A Self-Organizing Fuzzy Sliding-Mode Controller Design for a Class of Nonlinear Servo System,” IEEE Transactions on Industrial Electronics, vol. 41, no. 5, pp. 492-502, 1994.
[35] F. Barrero, A. Gonzalez, A. Torralba, E. Galvan, L. G.Franquelo, ”Speed Control of Induction Motors Using a Novel Fuzzy Sliding-Mode Structure,” IEEE Transactions on Fuzzy Systems, pp.375-383., June 2002.
[36] A. A. Hassan, Y. S. Mohamed , E. G. Shehata, “Cascade Sliding Mode Torque Control of a Permanent Magnet Synchronous Motor,” in Proceedings of the IEEE Industrial Technology, December 2006, pp. 465-470.
[37] K. Paponpen, M. Konghirun, “Speed Sensorless Control of PMSM Using An Improved Sliding Mode Observer With Sigmoid Function,” ECTI Transactions on Electrical Eng., Electronics, and Communication, vol. 5, no. 1, pp. 51-55, February 2007.
[38] Zhong, M. F. Rahman, W. Y. Hu, K. W. Lim, “ A Direct Torque Controller for Permanent Magnet Synchronous Motor Drives,” IEEE Transactions on Energy Conversion,vol.14, no.3, pp.637-642, September 1999.
[39] L. Ying, Z. Jingxiang, F. Xi, Z. Xinzheng, L. Xiuhua, “The Self-Adjustable Fuzzy Sliding Mode Control for AC Speed Drive Systems,” in Proceedings of the IEEE American Control, vol. 5 , 2000, pp. 3506 - 3510.
[40] I. Edwar, S.Wahsh, M. Badr, “Feed Forward FLC for PMSM Drives” in Proceedings of the IEEE Vehicle Electronics, September 2001, pp. 26-28.
[41] L. Wang, M. Tian, Y. Gao, “Fuzzy Self-Adapting PID Control of PMSM Servo System,” in Proceedings of the IEEE Electric Machines & Drives , vol. 1 ,May 2007, pp. 860 - 863.
[42]Mohamed, Y.A.R.I, “Design and Implementation of a Robust Current-Control Scheme for a PMSM Vector Drive With a Simple Adaptive Disturbance Observer,” IEEE Transactions on Industrial Electronics, vol. 54, pp.1981 - 1988 , August 2007.
[43] K. Y. Cheng, Y. Y. Tzou, “Fuzzy Optimization Techniques Applied to the Design of a Digital PMSM Servo Drive,” IEEE Transactions on Power Electronics, vol. 19, pp.1085 - 1099, July 2004.
[44] 張碩,自動控制系統,第五版,鼎茂圖書出版股份有限公司,2001。