The present invention belongs to the field of ferrous metallurgy, and relates to a production process for increasing continuous casting heats of an aluminum-deoxidized bearing steel. In the present invention, LF refining slags adopts a CaO-Al2O3-SiO2 slag system, the final slag alkalinity CaO/SiO2 control range is 3.0-4.5, the final slag CaO/Al2O3 control range is 1.3-2.5, the refining slag addition amount is 8-10 kg/t, and meanwhile, the final slag FeO+MnO is required to be smaller than 0.8%. A steel ladle molten pool and a ladle bottom are made of aluminum carbon, a middle ladle is made of an alumina dry material, and a stopper is made of integral aluminum carbon. According to the present invention, the reaction between molten steel and refractory material can be reduced while the slag steel reaction is inhibited, the generation of spinel inclusions is reduced, and the continuous casting heats and the qualification rate of water immersion flaw detection are remarkably improved.