The Champions League winners were forced to extra time and won 6-5 on penalties in Belfast.
Goalkeeper Kepa Arrizabalaga was substituted on for the shootout and saved the decisive spot-kick.
Tuchel admits playing 120 minutes wasn't ideal before their first Premier League match on Saturday.