Chevron, Valero and Citgo have turned to producers of heavy crude in Colombia, Iraq, Saudi Arabia and Canada, as well as sour grades produced in the U.S. Gulf Coast by BP PLC and Royal Dutch Shell PLC, traders and brokers said.