Simulation Application of BPNN-PID Controller with Improved Ant Colony Algorithm in Temperature Control System

Cong Gao; Mingge Sun; Xiaolong Guo; Yinggang Li; Xingke Zhang

doi:10.54097/3tqzrn97

Authors

Cong Gao
Mingge Sun
Xiaolong Guo
Yinggang Li
Xingke Zhang

DOI:

https://doi.org/10.54097/3tqzrn97

Keywords:

Hysteresis, Ant Colony Algorithm, BPNN-PID Control, Temperature Control

Abstract

Aiming at the nonlinear and hysteresis of PID controller in temperature control, this paper proposes a BPNN-PID control scheme with improved ant colony algorithm, and uses MATLAB to simulate and compare experiments. The results show that compared with the traditional ant colony algorithm control and BPNN control methods, the improved system has higher precision and better anti-interference ability in temperature control, and has higher practical application value.

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