Is your protein sticking to the membrane or crashing/aggregating from the concentrating?
Try to find a buffer condition in which your protein is more soluble and less aggregation prone. You can try varying salt concentration, pH, and inclusion of additives like glycerol or detergent. Ho UC Berkeley