Analyzes the characteristics of multi-arc ion plating layer deposition process and proposes a new fuzzy adaptive control arithmetic based on the combination of particle swarm optimized PID interpolation adaptive control and fuzzy control. The MATLAB simulation shows that the control scheme is simple, effective and meets the requirements of multi-arc ion plating temperature control.