Along the lines of a battery operated compressor, how about a portable air tank that you fill at the gas station. When you are finished with the barge, connect the air tank and blow the water out.

Years ago I had thought of building a floodable dry dock. I planned on using the free flood to sink it but to raise it I was going to use a small 12 volt battery operated bilge pump.