On one side of the Plaza is the Royal Palace. We were fortunate to be there at the time of the changing of the Guard which saw numerous soldiers on horseback and foot, changing the guards that I would imagine protect the King when in residence.
Entrance to the palace is round the other side which has spectacular views.