<p>The floating frame of reference formulation (FFRF) is one of the most widely used computational methods for modeling linearly elastic flexible multibody systems. It offers a convenient and computationally efficient approach, particularly the nodal-based framework. An advantage of the FFRF is its ability to directly utilize 3D models created with CAD software and meshed with finite element tools, making it an appealing alternative to beam-element models for studying rotating machinery. However, it is well known that the FFRF is not suitable for rotordynamics applications because it fails to capture centrifugal stiffening. Centrifugal stiffening arises as rotating components, such as discs and blades, experience tensile forces that increase their natural frequencies, effectively enhancing structural stiffness. This study addresses this limitation for systems rotating around a fixed axis of rotation and presents a practical solution. The presented approach introduces an additional stiffness term into the FFRF equations of motion, which we demonstrate is essential for achieving accurate rotordynamics simulations. The significant improvements achieved with this approach over the conventional FFRF are demonstrated using three rotors discretized with 3D solid finite elements.</p>