The Rockets collected goals from Ryan Bouchard, Troy Beebe and David McHugh. Jaxon Carpenter assisted on two goals for R-P.
In goal, Jake Lofgren stopped the only shot on goal from the Norsemen.
The win puts the Rockets at 3-2-1 on the season. They will host Grand Rapids Union on Saturday.