期限 is a general term for a deadline or time limit, while 予定期限 specifically refers to a planned or scheduled target date.
締切 is a more common and casual word for a deadline, often used for submissions or applications. 予定期限 is more formal and implies a planned schedule.
Compound of 予定 (schedule, plan) and 期限 (deadline, time limit).