The AI intelligent centralized control energy control system aims to achieve the goals of intelligent, optimized and efficient construction, operation and management of modern air compressor stations. It realizes four aspects of control functions and performance for the air compressor units in the gas energy center: energy conservation during operation, automated dispatching and intelligent control, online calculation and detection of operational energy efficiency, and networking of multiple air compressor stations and centralized monitoring of the air compressor system.