The invention discloses a forming process of a special passive grinding wheel for a high-speed grinding vehicle. The forming process comprises the following steps of preparing materials comprising components of, in parts by weight, 55-70 parts of combination grain size fused alumina zirconia, 5-10 parts of combination grain size brown fused alumina, 9-12 parts of mixed resin, 0.5-1 parts of silanecoupling agent, 1.5-8 parts of ferric sulfide, 1.5-5 parts of potassium cryolite, 1-3 parts of feldspar powder, 1-3 parts of barite, 1.5-3 parts of semi-hydrated gypsum powder and 2-4 parts of hollowglass beads; mixing materials; carrying out cold press molding; and hardening. Compared with the prior art, the preparation method has the positive effects that the materials are selected according to a specific formula design, cold press molding is carried out, a passive grinding wheel prepared by arranging a solidifying heating curve suitable for the cold press molding process has the advantages that the strength is high, the self-sharpening performance is high, the grinding efficiency is high, the grinding wheel is not blocked in the grinding process, the heat dissipation is rapid, a steelrail is not burnt, and the quality of the surface of the ground steel rail is good.