A　scale-independent　modeling　method　for　filtered　drag　force　is　proposed　for　coarse-grid　simulation　of　fluidized　gas-solid　flows　based　on　the　fine-grid　data　generated　using　kinetic　theory-based　two-fluid　method　in　periodic　sedimentation　systems.　In　the　modeling　process,　the　filtered　solid　volume　fraction　at　a　larger　scale　whose　side　length　is　three　times　of　the　filter　size　is　introduced　as　a　new　marker.　New　developed　closures　show　an　excellent　performance　in　a　priori　test,　and　exhibit　a　fairly　good　agreement　with　the　fine-grid　data　and　the　experimental　data　in　a　posteriori　test　for　three　typical　fluidized　regimes　including　bubbling,　turbulent　and　fast　fluidized　beds.　Furthermore,　the　available　correction　methods　to　consider　the　effect　of　the　material　properties　via　adding　a　multiplicative　factor　are　tested.　The　results　show　that　these　correction　methods　are　not　suitable　for　the　considered　cases.　©　2021　Elsevier　B.V.