Al2−2x(ZrMg)xW3O12 for 0≤x≤1.0 are synthesized to reduce the phase transition temperature of Al2W3O12. It is found that the incorporation of (ZrMg)6+ into the lattice of Al2W3O12 not only reduces its orthorhombic-to-monoclinic phase transition temperature but also elevates its softening temperature, broadening its applicable temperature range considerably. Al2−2x(ZrMg)xW3O12 with x<0.5 exhibit low coefficients of thermal expansion (CTEs) and non-hygroscopicity, while those for x≥0.7 are obviously hygroscopic and the CETs decrease with increasing the content of (ZrMg)6+ so that Al0.2(ZrMg)0.9W3O12 and ZrMgW3O12 exhibit negative thermal expansion. Temperature-dependent Raman spectroscopic study shows the hardening of W–O bonds above 373K which is attributed to the release of crystal water. The effect of crystal water on the thermal expansion property is discussed based on the hydrogen bond between H in crystal water and electronegative O in Al(ZrMg)–O–W linkages.