Costs of energy policies and effects on reduction of CO2 emissions and fossil fuel consumption. Particular focus on new bioenergy production technologies such as second generation biofuels. Spatially explicit techno‐economic optimization model. CO2 tax: high costs for reducing fossil fuel consumption if carbon capture and storage is available. Biofuel policy: no significant reductions in CO2 emissions or fossil fuel consumption.