This paper studies grey-box modeling for mechanical systems in the frequency domain. A two-step grey-box modeling algorithm is developed: The state of the grey-box model is estimated by an initial model, and an improved model is then computed from the state. The effectiveness of the proposed algorithm is shown by a rotary type pendulum system.
