Hydrogen removal catalyst (Dehydrogen catalyst) is made of modified high-purity alumina as carrier, using unique rare earth additives and precious platinum (Pt.) as an active component. With the function of the catalyst, a small amount of hydrogen and oxygen in the raw gas undergo a chemical reaction under certain temperature and pressure conditions to generate water, achieving highly efficient removal of hydrogen.