Application of Kalman Filter in DC Motor Speed Control System

Author:

Zheng Zhong Qiao1,Zhang Yan Hong1,Zhang Jian Sheng1

Affiliation:

1. Changzhou Institute of Technology

Abstract

PID controller is widely used in industry field, but when the industry presence exists noise interference, it is difficult for the conventional PID controller to achieve the expected control effect, in view of this situation, the method of combinating Kalman filter with the PID control is studied in this paper, the DC motor speed control system is simulated, the results shows that the PID controller based on Kalman filter is better to inhibit the effect of white noise, and it has a good dynamic response characteristics.

Publisher

Trans Tech Publications, Ltd.

Reference6 articles.

1. Bao Qike S.M. Digital filter and the Kalman filter. Beijing: Science Press. (1984).

2. Liu Jinkun. Advanced PID control MATLAB simulation. Beijing: Publishing House of electronics industry. (2004).

3. Xie Keming. Modern control theory. Beijing: Tsinghua University press. (2007).

4. Carl J. Kempf, Seiichi Kobayashi. Disturbance Observerand Feedforward Design for a High speed Direct-Drive Positioning Table. IEEE Transactions on control system technology. 1999. 7 (5) 513 - 527.

5. Zouling, Sun Yuqiang, Sun Qi. PID control simulation based on Kalman filter. Micro computer information. 2007. 23(6): 79-81.

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