Recently, lanthanide-ion-doped luminescent materials have been extensively applied as optical thermometry probes due to their fast response, non-contact and high sensitivity properties. Basing on the different responses of two emissions to temperature, the fluorescence intensity ratio (FIR) technique can be executed and further estimate the sensitivities to assess the optical thermometry performances. In this study, we introduce different doping concentrations of Eu3+ ions into negative thermal expansion material Sc2W3O12, accessing to the thermal enhanced luminescence from 373 to 548 K, and investigate the temperature sensing properties in detail. All samples exhibit good thermally enhanced luminescence behavior. The emission intensity of Sc2W3O12: 6 mol% Eu3+ phosphors reaches at 147.8% of initial intensity at 473 K. As the Eu3+ doping concentration increases, the resistance of the samples to thermal quenching decreases. The FIR technique based on the transitions 5D0→7F1 (592 nm) and 5D0→7F2 (613 nm) of Eu3+ ions demonstrate a maximum relative temperature sensitivity of 3.063% K-1 at 298 K for Sc2W3O12: 6 mol% Eu3+ phosphors. The sensitivity of sample decreases with the increase of Eu3+ concentration. Benefiting from the thermal enhanced luminescence performance and good temperature sensing properties, the Sc2W3O12: Eu3+ phosphors can be applied as optical thermometers.