General Electric Co. plans to end most locomotive manufacturing at a century-old Pennsylvania factory as the company looks to cut costs amid a sharp downturn in the domestic rail market.

General Electric Co. is creating a $32 billion oil business by combining its petroleum-related operations with Baker Hughes Inc., betting on a rebound for an industry mired by a historic slump in crude prices.