YOU SAID:
The airplane will leave at midnight.
INTO JAPANESE
飛行機は深夜に出発します。
BACK INTO ENGLISH
The plane departs at midnight.
INTO JAPANESE
飛行機は真夜中に出発します。
BACK INTO ENGLISH
The plane departs at midnight.
That didn't even make that much sense in English.