This paper presents a feedforward control technique for the suppression of residual vibrations in mechanical systems with parameter variations. We deal with the Point-To-Point (PTP) motion of the pendulum system consisting of an unactuated pendulum attached to the end of a horizontal rotating arm, and demonstrate the effectiveness of the proposed method through numerical simulations and experiments.