In Tsarskoye Selo Wilhelm married Grand Duchess Maria Pavlovna of Russia. She was a daughter of Grand Duke Paul Alexandrovich of Russia and Princess Alexandra of Greece, and was a cousin of the reigning Russian tsar, Nicholas II.