I would not think that power washing would be a good idea. If the blanket has some worn or weak spots, you'll just wind up tearing it.
Gloves, old t-shirt, mineral spirits (paint thinner) and selective use of elbow grease will take care of the problem.
If you don't want to take the time or make the effort, then spread a lightweight black cloth over your screen before closing the vacuum unit.