The invention discloses a method for producing calcium fluoraluminate clinker through aluminum cell carbon waste. The method comprises the following steps of 1, securing treatment, wherein crushing is performed, a detoxicating agent solution is sprayed in an atomization mode to obtain a granulated detoxicating material; 2, fuel treatment, wherein a catalytic oxidant is added, and homogenizing modification is performed to obtain fluorine-containing fuel; or the catalytic oxidant, lime and water are added to be stirred or rolled and mixed or pulverized through a wet process or filtered or filtered and washed to obtain dealkalized fluorine-carbon residue fluorine-containing fuel; 3, manufacturing a raw material, wherein waste alumina, calcium raw materials and waste gypsum are prepared, grinding and homogenizing are performed, and plastifying molding is performed; 4, manufacturing the clinker, wherein the material is fed into a tunnel kiln or a vertical kiln to be calcinated and quenched to obtain the clinker. The clinker obtained through the method can be supplied to dual high early strength cement production, and has the good economical efficiency and good performance; the method can utilize a large quantity of aluminum silicon and calcium containing waste; the method is safe, simple, large in handling capacity, low in energy consumption, low in cost, free of secondary pollution and suitable for industrial production.