Applies fuzzy PID intelligent control algorithm to control boiler main steam pressure and sets up the MATLAB/Simulink simulation model. Writes MATLAB-based particle swarm program to optimize ratio factors and quantitative factors of fuzzy PID controller, and compares with the conventional PID control and fuzzy PID control. The simulation results show that the POS-based control algorithm has strong adaptability, robustness and anti-interference.