Improved performance of a sensorless DC motor control using fuzzy logic

作者: Son Nguyen Thanh , Cong Nguyen The , Hoa Ha Xuan

DOI: 10.1109/ICIAS.2014.6869506

关键词: Overshoot (signal)Control engineeringElectric motorComputer scienceDC motorFuzzy control systemControl theoryAdaptive controlControl systemPID controllerFuzzy logic

摘要: Despite of the development various types electric motors, DC motors are still used in many industrial applications as this type can easily be controlled and it has wide range to adjusted. Moreover, motor drive systems usually an object for deploying novel control algorithms. This paper presents a speed-sensorless system separately-excited motor. In particular, adaptive observer is developed estimate actual speed addition, instead using traditional linear PI controller like previous researches, Fuzzy Logic Controller (FLC) been proposed significantly improve performance The simulation results Matlab/Simulink software show that FLC-based outperforms PI-based terms technical criteria: reducing overshoot shortening settling time response

参考文章(9)
Fredy H. Martinez S., Diego F. Gomez M., Fuzzy Logic Controller for Boost Converter with Active Power Factor Correction international conference on performance engineering. pp. 936- 940 ,(2007) , 10.1109/ICPE.2007.4692521
T. Gupta, R.R. Boudreaux, R.M. Nelms, J.Y. Hung, Implementation of a fuzzy controller for DC-DC converters using an inexpensive 8-b microcontroller IEEE Transactions on Industrial Electronics. ,vol. 44, pp. 661- 669 ,(1997) , 10.1109/41.633467
Roshahliza M. Ramli, Naoki Mikami, Hisashi Takahashi, Adaptive filters for rotational speed estimation of a sensorless DC motor with brushes information sciences, signal processing and their applications. pp. 562- 565 ,(2010) , 10.1109/ISSPA.2010.5605587
M Godoy Simoes, Bimal K Bose, Ronald J Spiegel, Fuzzy logic based intelligent control of a variable speed cage machine wind generation system power electronics specialists conference. ,vol. 12, pp. 87- 95 ,(1995) , 10.1109/63.554173
S. Yachiangkam, C. Prapanavarat, U. Yungyuen, S. Po-ngam, Speed-sensorless separately excited DC motor drive with an adaptive observer ieee region 10 conference. pp. 163- 166 ,(2004) , 10.1109/TENCON.2004.1414894
B.K. Bose, Intelligent control and estimation in power electronics and drives international electric machines and drives conference. ,(1997) , 10.1109/IEMDC.1997.604201
Sukanya Praesomboon, Santi Athaphaisal, Surapun Yimman, Rodjarin Boontawan, Kobchai Dejhan, Sensorless speed control of DC servo motor using Kalman filter international conference on information and communication security. pp. 1290- 1294 ,(2009) , 10.1109/ICICS.2009.5397682
Zhu An-ding, Xing Jian-guo, Zhao Wen-min, An Autotuning PID Control Algorithm for Sensorless DC Motors 2010 International Conference on Electrical and Control Engineering. pp. 369- 372 ,(2010) , 10.1109/ICECE.2010.96
Chieh-Tsung Chi, Shih-An Yin, Speed measurement of a general DC brushed motor based on sensorless method ieee international power and energy conference. pp. 332- 337 ,(2012) , 10.1109/ASSCC.2012.6523288