Burn the midnight oil
'burn the midnight oil' is the definition.
(I've seen this in another clue)
This is the entire clue.
(Other definitions for study that I've seen before include "Read: den" , "Den; closely look at" , "Den - learning" , "Writing-room" , "Examine carefully" .)