formulated model of an electric network with three power plants P1,P2,P3,(Measured in additional hours of operation a week). The power plants are trying to maximize the amount of power output, but need to limit the amount of emissions of Sulfur and Hydrocarbons. To be effective, these plants are also required to produce a minimal amount of steam.