I don't think it's your encoder strip. It's the data cable that runs from the head to the back of the printer and attaches to a circut board.
Watch the head while it's moving across the printer. Does it look to be buckling when the head is about in the middle of the pass? If so, a quick and cheap fix is to buy just the clear stirps that are on both sides of the cable and replace them.
Another thing you might try is to clean all the over spray that's on the cable, guide, and top of the cabinet. If these areas are dirty, it will cause the cable to drag instead of roll freely. Eventually the cable will kink and a wire will be damaged.
Dave