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研究生:范峻
研究生(外文):Chun Fan
論文名稱:多輪驅動電動車之馬達驅控系統即時故障偵測與容錯控制技術之研究
論文名稱(外文):Research of the Real-Time Motor Drive Fault Detection and Fault Tolerant Control Techniques for Multiple Traction Electric Vehicles
指導教授:李綱李綱引用關係
口試委員:吳文方林君穎
口試日期:2015-07-27
學位類別:碩士
校院名稱:國立臺灣大學
系所名稱:機械工程學研究所
學門:工程學門
學類:機械工程學類
論文種類:學術論文
論文出版年:2015
畢業學年度:103
語文別:中文
論文頁數:145
中文關鍵詞:馬達驅控系統失效模式即時故障偵測容錯控制多輪驅動電動車模型預測控制
外文關鍵詞:motor drive systemfailure modereal-time fault detectionfault tolerant controlmultiple traction vehicleswavelet transformmodel predictive control
相關次數:
  • 被引用被引用:1
  • 點閱點閱:247
  • 評分評分:
  • 下載下載:0
  • 收藏至我的研究室書目清單書目收藏:1
本論文之研究目的為開發一套電動車馬達驅控系統之故障即時偵測技術,並應用於提升多輪驅動電動車動力系統之安全性。本研究首先利用dSPACE之即時控制系統模擬器,建立一套電動車馬達驅控系統故障/失效模擬與分析平台,進而運用此平台進行馬達驅控系統之各類故障/失效模擬與定性及定量分析,並建立馬達驅控系統之故障/失效模式分類表,以進行馬達驅控器之即時故障偵測與分類。本論文提出一套根據小波轉換訊號分析技術之馬達驅控系統即時故障偵測方法,並結合模型預測控制理論,開發一套多輪驅動電動車動力系統之容錯控制技術,以提升多輪驅動電動車之安全性與系統可靠度。

This thesis developed a real-time fault detection techniques for motor drive system of electric vehicles which enhanced the safety of the multiple traction electric vehicles. This research used dSPACE real-time control system simulator as a fault/failure mode analysis platform for motor drive system of electric vehicles. This platform is used to implement the quantitative and qualitative analysis for fault/failure mode of motor drive system and construct the failure mode and effect analysis (DFMEA) in order to execute the research of real-time fault detection and classification of motor drive system. This research proposed a real-time fault detection method based on the wavelet transform technique which combined with model predictive control theory, developing a fault tolerant control techniques for enhancing the safety and system reliability of propulsion system of multiple traction electric vehicles.

圖目錄 vi
表目錄 xii
符號表 xiii
第一章 緒論 1
1.1 研究動機與目的 1
1.2 文獻回顧 2
1.3 研究貢獻 6
第二章 系統架構和系統模型 8
2.1 系統架構 8
2.1.1 馬達驅控系統及失效模式 9
2.1.2 即時故障偵測系統 10
2.1.3 失效保護管理系統 10
2.2 系統模型 11
2.2.1 永磁同步馬達模型 12
2.2.2 感應馬達模型 16
2.2.3 液壓煞車模型 18
2.2.4 車輛模型 19
2.2.5 輪胎模型 24
第三章 馬達驅控系統失效模式分析 29
3.1 馬達驅控系統失效模式 35
3.2 馬達控制器可靠度硬體迴路模擬驗證 39
3.3.1 馬達驅控系統可靠度模擬驗證平台介紹 39
3.3.2馬達控制器功能驗證 43
3.3.3 馬達控制器暫態性失效模式分析 46
3.3.4 馬達控制器永久性失效模式分析 52
第四章 小波轉換訊號分析為基礎之即時故障偵測技術 69
4.1 小波轉換 72
4.2 即時故障偵測系統設計 77
4.3 即時故障偵測系統之功能驗證 87
4.4 即時故障偵測系統模擬驗證與重點改善成果 91
第五章 多輪驅動電動車動力系統之失效管理與容錯控制 99
5.1 模型預測控制 100
5.1.1 模型預測控制架構 102
5.1.2 拉蓋爾方程式 103
5.2 動力系統容錯控制設計 109
5.3 硬體迴路模擬驗證 124
5.3.1硬體迴路模擬平台 124
5.3.2 動力系統失效管理 125
5.3.3 模擬結果與討論 126
第六章 結論及未來展望 138
6.1 結論 138
6.2 未來展望 140
參考文獻 141
附件一 145


[1]A. M. Bazzi, A. Dominguez-Garcia, and P. T. Krein, "Markov Reliability Modeling for Induction Motor Drives Under Field-Oriented Control," Power Electronics, IEEE Transactions on, vol. 27, pp. 534-546, 2012.
[2]M. Abul Masrur, Z. Chen, and Y. Murphey, "Intelligent diagnosis of open and short circuit faults in electric drive inverters for real-time applications," Power Electronics, IET, vol. 3, pp. 279-291, 2010.
[3]Y. L. Murphey, M. A. Masrur, C. Zhihang, and B. Zhang, "Model-based fault diagnosis in electric drives using machine learning," Mechatronics, IEEE/ASME Transactions on, vol. 11, pp. 290-303, 2006.
[4]B. Akin, S. B. Ozturk, H. A. Toliyat, and M. Rayner, "DSP-Based Sensorless Electric Motor Fault Diagnosis Tools for Electric and Hybrid Electric Vehicle Powertrain Applications," Vehicular Technology, IEEE Transactions on, vol. 58, pp. 2150-2159, 2009.
[5]B. E. Usevitch, "A tutorial on modern lossy wavelet image compression: foundations of JPEG 2000," Signal Processing Magazine, IEEE, vol. 18, pp. 22-35, 2001.
[6]W. A. Wilkinson and M. D. Cox, "Discrete wavelet analysis of power system transients," Power Systems, IEEE Transactions on, vol. 11, pp. 2038-2044, 1996.
[7]S. K. Pandey and L. Satish, "Multiresolution signal decomposition: a new tool for fault detection in power transformers during impulse tests," Power Delivery, IEEE Transactions on, vol. 13, pp. 1194-1200, 1998.
[8]T. B. Littler and D. J. Morrow, "Wavelets for the analysis and compression of power system disturbances," Power Delivery, IEEE Transactions on, vol. 14, pp. 358-364, 1999.
[9]U. B. Parikh, B. Das, and R. P. Maheshwari, "Combined Wavelet-SVM Technique for Fault Zone Detection in a Series Compensated Transmission Line," Power Delivery, IEEE Transactions on, vol. 23, pp. 1789-1794, 2008.
[10]K. Dong-Eok and L. Dong-Choon, "Fault diagnosis of three-phase PWM inverters using wavelet and SVM," in Industrial Electronics, 2008. ISIE 2008. IEEE International Symposium on, 2008, pp. 329-334.
[11]M. Geethanjali and K. S. Priya, "Combined wavelet transforms and support vector machine based fault detection and classification in high voltage transmission lines," Elixir International Journal, pp. 3817-3824, 2011.
[12]A. I. Megahed, A. Ramadan, and W. ElMahdy, "Power transformer differential relay using wavelet transform energies," in Power and Energy Society General Meeting - Conversion and Delivery of Electrical Energy in the 21st Century, 2008 IEEE, 2008, pp. 1-6.
[13]Z. Qi-Xun, "Research on the signal process circuit and fault diagnosis of sine-cosine resolver," in Electric Information and Control Engineering (ICEICE), 2011 International Conference on, 2011, pp. 5281-5284.
[14]Y. Hori, "Future vehicle driven by electricity and Control-research on four-wheel-motored "UOT electric march II"," Industrial Electronics, IEEE Transactions on, vol. 51, pp. 954-962, 2004.
[15]R. A. Eslinger and P. R. Chandler, "Self-repairing flight control system program overview," in Aerospace and Electronics Conference, 1988. NAECON 1988., Proceedings of the IEEE 1988 National, 1988, pp. 504-511 vol.2.
[16]D. P. Looze, J. L. Weiss, J. S. Eterno, and N. Barrett, "An automatic redesign approach for restructurable control systems," Control Systems Magazine, IEEE, vol. 5, pp. 16-22, 1985.
[17]Y. Hao, V. Cocquempot, and J. Bin, "Optimal Fault-Tolerant Path-Tracking Control for 4WS4WD Electric Vehicles," Intelligent Transportation Systems, IEEE Transactions on, vol. 11, pp. 237-243, 2010.
[18]M. Staroswiecki, H. Yang, and B. Jiang, "Progressive accommodation of parametric faults in linear quadratic control," Automatica, vol. 43, pp. 2070-2076, 12// 2007.
[19]H. Yang, B. Jiang, and V. Cocquempot, "Observer-based Fault Tolerant Control for Constrained Switched Systems," International Journal of Control, Automation, and Systems, vol. 5, 2007 2007.
[20]W. Rongrong and W. Junmin, "Fault-tolerant control with active fault diagnosis for four-wheel independently-driven electric ground vehicles," in American Control Conference (ACC), 2011, 2011, pp. 3954-3959.
[21]W. Rongrong and J. Wang, "Fault-Tolerant Control for Electric Ground Vehicles With Independently-Actuated In-Wheel Motors," Journal of Dynamic Systems, Measurement, and Control, vol. 134, 2012.
[22]W. Chu, Y. Luo, Y. Han, and K. Li, "Rule-based Traction System Failure Control of Distributed Electric Drive Vehicle," Chinese Journal of Mechanical Engineering, vol. 48, 2012.
[23]N. Mutoh, Y. Takahashi, and Y. Tomita, "Failsafe Drive Performance of Electric Vehicles with the Structure Driven by the Front and Rear Wheels Independently," in Industrial Electronics Society, 2007. IECON 2007. 33rd Annual Conference of the IEEE, 2007, pp. 280-285.
[24]N. Mutoh, "Front and rear wheel independent drive type electric vehicle (FRID EV) for a next generation eco-vehicle," in Industrial Electronics (ISIE), 2010 IEEE International Symposium on, 2010, pp. 3642-3649.
[25]N. Mutoh and Y. Nakano, "Dynamics of Front-and-Rear-Wheel-Independent-Drive-Type Electric Vehicles at the Time of Failure," Industrial Electronics, IEEE Transactions on, vol. 59, pp. 1488-1499, 2012.
[26]P. Nussbaumer, C. Macek, M. Ploechl, and T. M. Wolbank, "Dynamics of four-wheel-drive electric vehicle during machine fault condition," in Power Electronics and Applications (EPE), 2013 15th European Conference on, 2013, pp. 1-10.
[27]S. J. Chapman, Essentials of Electric Machinery Fundamentals: 高立圖書, 2006.
[28]劉昌煥, 交流電機控制第四版: 東華書局, 2008.
[29]R. Marino, P. Tomei, and C. M. Verrelli, Induction Motor Control Design: Springer, 2010.
[30]K. Hedrick and a. Et, "Brake System Modeling, Control And Integrated Brake/throttle Switching Phase I," ed, 1997.
[31]P. Falcone, H. Eric Tseng, F. Borrelli, J. Asgari, and D. Hrovat, "MPC-based yaw and lateral stabilisation via active front steering and braking," Vehicle System Dynamics, vol. 46, pp. 611-628, 2008/09/01 2008.
[32]R. Rajamani, Vehicle Dynamic and Control: Springer, 2011.
[33]T. D. Gillespie, "Fundamentals of Vehicle Dynamics," SAE Technical Paper, 1992.
[34]H. Pacejka, Tire and Vehicle Dynamics: Elsevier, 2005.
[35]王俊凱, "藉由主動轉向和差動驅動/剎車達成多輪驅動電動車之進階路徑追隨控制," 2014.
[36]M. A. Masrur, "Assumption or Fact? Line-to-Neutral Voltage Expression in an Unbalanced 3-Phase Circuit During Inverter Switching," Education, IEEE Transactions on, vol. 52, pp. 222-227, 2009.
[37]A. Haar, "Zur Theorie der orthogonalen Funktionensysteme," Mathematische Annalen, vol. 69, pp. 331-371, 1910.
[38]G. R. C. and W. R. E., Digital Image Processing, 2 ed.: Prentice Hall, 2002.
[39]S. Mallat, A Wavelet Tour of Signal Processing, Third Edition: The Sparse Way: Academic Press, 2008.
[40]S. M. Shahrtash and F. Haghjoo, "Instantaneous Wavelet Transform Decomposition Filter for On-line Applications," Iranian Journal of Science & Technology, Transaction B: Engineering, vol. 33, pp. 491-510, 2009.
[41]I. Daubechies, "The wavelet transform, time-frequency localization and signal analysis," Information Theory, IEEE Transactions on, vol. 36, pp. 961-1005, 1990.
[42]M. Bodson and J. E. Groszkiewicz, "Multivariable adaptive algorithms for reconfigurable flight control," in Decision and Control, 1994., Proceedings of the 33rd IEEE Conference on, 1994, pp. 3330-3335 vol.4.
[43]H. Wang and Y. Wang, "Neural-network-based fault-tolerant control of unknown nonlinear systems," Control Theory and Applications, IEE Proceedings -, vol. 146, pp. 389-398, 1999.
[44]張旭沅, "使用模型預測控制策略之複式電力推進電動車安全穩定控制研究," 2014.
[45]L. Wang, "Model Predictive Control System Design and Implementation Using MATLAB," 2009.
[46]H. Jihua and T. Han-Shue, "Design of an automatic steering controller for bus revenue service based on drivers'' steering mechanism," in American Control Conference (ACC), 2014, 2014, pp. 3930-3935.



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