Research on Single Neuron Adaptive PID Control

Abstract:

As a branch of the intelligent control, neural networks is applied in control more and more widely, the single neuron adaptive PID control algorithm is studied in this paper, and the program is written by MATLAB, the common object of single neuron adaptive PID is simulated, and the effect of single neuron adaptive PID control parameters on control effect is analyzed, experimental results show that the single neuron PID control has more obvious advantages than general PID control.

• Periodical: Applied Mechanics and Materials (Volume 150)
• Pages: 174-177
• DOI: https://doi.org/10.4028/www.scientific.net/AMM.150.174
• Online since: January 2012
• Authors: Yan Hong Zhang, De An Zhao, Jian Sheng Zhang
• Keywords: Adaptive PID Control, Algorithm (GA), Neural Network (NN), Simulation

References

[1] Liu Jinkun Advanced PID control-MATLAB simulation, Publishing house of electronics industry, Beijing (2004).

[2] Wang Yaonan Intelligence control system, Changsha: Publishing house of Hunan University, (1996).

[3] Xu Lina The neural network control, Harbin Institute of Technology Press. (1998).

[4] Xue Dingyu The system simulation technology and applications based on Matlab/Simulink: Tsinghua University Press, Beijing (2007).

[5] Commuri S, Lewis F L. : Automatica, 33 (1997)635~641.