Michael Essien hit the bar for Chelsea before they went ahead from a disputed corner after Darren Bent's sliced clearance went in off Juliano Belletti.
Blackburn almost scored with their first real opening against the run of play when Morten Gamst Pedersen's chipped cross presented Franco Di Santo with the simplest of headers, but the former Chelsea striker cleared the bar from six yards out.