论文信息 - PID Parameters Self-tuning Based on Simplex Method

PID Parameters Self-tuning Based on Simplex Method

PID controller is widely used in industry. This paper proposed a method of self-tuning PID parameters based on simplex method. The principle of simplex method is first introduced and then the PID parameters self-tuning. The method is easily realized step by step. It is implemented on the CNC machine tool. The experiment shows that the parameters optimized by simplex method are good and the machining performance is improved.

Lei Zhou | Lanhui Fu | Jianan Liang | Mingyong Lin

[1] M. A. Bhatti,et al. Practical Optimization Methods with Mathematica Applications (& CD-ROM) , 2002, J. Oper. Res. Soc..

[2] Cai Kai-long. PID Parameters Tuning Based on Simplex Algorithm and Its Application in Pneumatic Pressure Servo System , 2007 .

[3] Mu Shun-yong. Design of Optimal Parameters for PID Controller Based on Simplex Search , 2004 .

[4] Liu Huan. Realization of improved simplex method using MATLAB , 2003 .

[5] M. A. Bhatti,et al. Practical Optimization Methods , 2000 .

[6] Zhu Shi-zhao. Optimal PID of Speed-adjustment System to Control Parameters Design , 2009 .

[7] Ibidun C. Obagbuwa,et al. Swarm Intelligence Algorithms and Applications to Real-world Optimization Problems: A Survey , 2018 .

[8] Xu Qiang,et al. Study on Optimization Design of PID Parameters Based on Simplex Method , 2011 .

[9] Zhang Lei,et al. Simplex Method Based Optimal Design of PID Controller , 2004 .