A wheel for a centrifugal compressor, comprising a set of hollow curved sector-shaped scoops having generally vertical sidewalls juxtaposed circumferentially around an axis to form a disc, and a drive shaft for driving said disc in rotation about said axis, said scoops comprising fiber-loaded material, and said scoops being connected circumferentially and radially by a winding of bundles of flexible filaments stretched radially and stacked generally vertically and coextensively with said sidewalls in clearances between the scoops and extending across the entire diameter of said wheel and by a bonding agent bonding said filaments and said scoops together, wherein said scoops have their bottom backing the hub of the wheel being curved so as to smoothly guide the flow passing through the wheel from a direction substantially paralled to the rotation axis of said wheel to a direction substantially perpendicular to said rotation axis.