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In order to achieve energy saving and emission reduction, a multi-energy complementary distributed energy system was designed, which integrated distributed energy systems, fan and PV. Based on particle swarm optimization, a multi-objective optimization model of energy, economy and environment was constructed with the separation production as the reference object. The gas turbine runs on the principle of no waste of energy, and electric refrigeration ratio, the gas turbine capacity, fan and PV capacity of the system are optimized. Taking Hongqiao industrial park in Taixing, Jiangsu Province as an example, the optimal design scheme of comprehensive operation index was obtained. The results show that the system has obvious advantages in energy saving and emission reduction, compared with other operation modes, when the system operated on the principle of no waste of energy.