If you take your vehicle on the Cape May Lewes Ferry, be prepared to pay another dollar for the cost of fuel. Starting on June 1st, the Ferry will add a one dollar fuel surcharge to customers with vehicles to help offset higher fuel prices. The agency that runs the ferry says the fuel surcharge may not be permanent.