The leaching parameters on the leaching efficiency of representative elements (Na, Sc and Al) were investigated. XRD and SEM-EDS were used to analyze the phase change of RM and leaching residue, and the leaching kinetics characteristics difference of Na, Sc and Al from RM was analyzed by the unreacted shrinking core model (USCM). The results show that the dealkalization efficiency was close to 100%, and the leaching efficiency of Sc and Al was 82% and 75%, respectively. The cancrinite was dissolved from RM by TWWA, and then the elements such as Na, Al and Ca also reacted with H2SO4 of TWWA. Sodium existed in the leaching liquor in the form of ions, and calcium reacted with sulfuric acid to form anhydrite and existed in leaching residue. The particles of RM became smaller and dispersed with each other after leaching. The apparent activation energy of Na, Sc and Al leaching was 4.947 kJ/mol, 6.361 kJ/mol and 31.666 kJ/mol, respectively. The kinetic equation of Na leaching was 1-(1-a)2/3=0.084·exp[-595.05/T]·t controlled by external diffusion. The kinetic equation of Sc leaching was 1-2a/3-(1-a)2/3=0.021·exp[-765.16/T]·t controlled by internal diffusion. The kinetic equation of Al leaching was ln(1-a)/3+ (1-a)-2/3-1=67.12·exp[-3808.8/T]·t controlled by joint action, respectively.