Abstract: Six compositions with different ratio of β-Sialon/Al₂O₃ were synthesized from Al₂O₃, Si₃N₄ and SiO₂ by sintering with 3%Y₂O₃(mass fraction) as addition under the cover with powders of SiC+C and at nitrogen atmosphere. Theeffects of atmosphere, sintering temperature and composition on the sintering behavior were studied. The results showedthat the composites reached the best sintering behavior with the highest density about 92% at 1 650℃ under the weakreduction atmosphere. Finally the relative density of diphasic β-Sialon and β-Sialon/Al₂O₃ composites were studied andpredicted using ANN (Artificial Neural Networks) method and the results were experimental examined by fore randomsamples.