The invention relates to a multi-energy 
complementation microgrid scheduling method based on multi-time scales. According to the technical points, the method comprises the following steps of: 1, setting a 
microgrid system scene, and respectively modeling a combined cooling heating and power device, an ice-storage air conditioner and a storage battery device in the 
microgrid system scene; 2, based on photovoltaic and 
wind power output scene generation and 
elimination technologies, analyzing the uncertainties of photovoltaic output and 
wind power output, and eliminating the fluctuation influences of the output of photovoltaic and 
wind power renewable energy sources; 3, establishing day-ahead combined optimization scheduling model; 4, establishing a microgrid real-time optimization scheduling model; 5, based on an improved 
particle swarm optimization algorithm, solving the microgrid day-ahead combined optimization scheduling model and the microgrid real-time optimization scheduling model, and obtaining a multi-energy 
complementation microgrid operation strategy under multi-time scales. According to the invention, the operation cost of the microgrid is lowered, the utilization efficiency of energy is fully improved, and the method has an important effect on the aspect of peak shaving and 
load shifting of a 
power grid.