From MySQL 5.7, SQL mode NO_ZERO_DATE makes this update impossible unless you firstly disable this restriction (for the duration of the transaction only).
SET sql_mode=(SELECT REPLACE(@@sql_mode,"NO_ZERO_DATE", ""));
UPDATE mytable SET field = NULL WHERE field = '0000-00-00 00:00:00';