The invention discloses a
geopolymer-based recycled fine aggregate shield synchronous grouting material and a preparation method thereof. The grouting material is composed of a cementing material, an alkali activator, aggregate, a water
reducing agent, a
retarder and water, and the cementing material is a
geopolymer precursor and is composed of
fly ash,
slag and
metakaolin; the aggregate is composed of
river sand and recycled fine aggregate. By optimizing the proportion and the preparation process, the material has the characteristics of excellent flowability, controllable
setting time, high early strength, good impermeability, good durability and the like, and is suitable for synchronous grouting of shield tunnels in water-rich sand
layers, high-water-pressure stratums or
corrosion stratums. The invention also provides two optimization methods which are respectively based on a response surface method and a BP neural network combined
genetic algorithm to realize multi-objective optimization of
slurry performance. According to the material, dependence on traditional
cement and gravel resources is remarkably reduced,
energy consumption and carbon emission are reduced, high-added-value
resource utilization of industrial
solid waste and
construction waste is achieved, and the material conforms to the development direction of green low-carbon building materials.