Key elements of EPA’s Clean Power Plan rely on forecasted electricity sales from the National Energy Modeling System (NEMS), but NEMS has consistently over-projected electricity sales. An analysis of the model’s bias as applied by EPA raises concerns about the stringency of the proposed emissions targets.