You have no problem.
You have two options:
1- To book your flights -both ways- afternoon, so you leave your study city or home city after Duhr prayer time starts, provided you reach your destination before next day’s noon time.
2- Book the flights early morning, so that you reach your destination before noon time, and renew your fasting intention