The Daily Mail says manager Tony Mowbray was impressed with Manucho when he played in a reserve game against Manchester City last week.
The Angola international has just made one appearance for United, sine joining them in December 2007.
West Bromwich could also make a move for Real Mallorca striker Oscar Trejo in the January transfer window.
