Dove batted first and posted 130 from the 20 overs, skipper Tom Forder with 35 top scored and Shaun Cartledge hit 24 late on.
In reply Jack Gregory 3-21 helped take the game to the final over but the visitors reached the target with 8 wickets down and 2 balls remaining.
Whaley Bridge go through to Finals Day.