An innovative model for testing combinations of spatial planning and decentralised energy supply. An improved method of modelling the spatial variability of energy consumption per dwelling type. Shows how spatial planning would affect the future carbon reduction of decentralised supply. Forecasts the future carbon reduction and costs of retrofitting and decentralised supply. A method of forecasting how residential space would affect the suitability of decentralised supply.