In horizontal-axis electrical machine, a laminated stator core is provided with a stator frame consisting of support rings and axial support bars. The frame is suspended in a housing by means of a bolt arrangement. In this arrangement, the construction is suspended in such a manner that the stator is held in place elastically in the axial direction, and rigidly in the radial and circumferential directions.