Planning for the future energy supply mix is a very challenging undertaking which requires planners to consider various drivers and decision criteria. This study addresses the multi-period energy planning problem with carbon dioxide (CO2) emission constraints and cost constraints with energy sources ranked in the order of sustainability. The load curve and duration curve are the primary tool used in analysis of electric power utility operations and for the purpose of planning new power plants