since DG may reduce risks for any given cost level because it is likely to reduce correlations with fuel prices, and to enhance security of supply.31 This perspective also suggests that there is scope for the application of portfolio theory to incorporate DG. At the aggregate level this would focus on the benefits of diversified technologies; at the spatially disaggregated level account should be taken of the benefits of geographic diversification.