Morand was placed on the non active list on 1 August, then suspended without pay or pension on 23 December 1815 and ordered to leave France. He passed through Vienna, where he was received kindly by Emperor Francis who remembered his moderation whilst governor of Vienna in 1805. Tsar Alexander II offered him a post in the Russian army, but instead he chose a quiet exile in Kawenczyn near Kraków. On 29 August 1816 he was convicted in absentia of plotting to overthrow the King during Napoleon's march on Paris and sentenced to death. With the help of Gouvion Saint Cyr, this sentence was overturned on 14 June 1819, and his rank and privileges were restored on 20 September 1820. He returned from exile but never held a command under the Bourbons, retiring on 17 March 1825. He went to live in Montbenoît, where he wrote a book of military theory based on the experiences of the recent wars.
