Capturing spatial effects, technology interactions, and uncertainty in urban energy and carbon models: Retrofitting newcastle as a case-study

► Presents an optimization model for planning urban energy system retrofits. ► New tool captures spatial effects, technology interactions, policy uncertainty. ► UK case study shows role of local renewables, energy efficiency measures, and CHP. ► Results emphasise energy efficiency first, but uncertainty in other technologies.