This report was commissioned by the Smart Energy Collective (SEC), a consortium of 26 companies from different parts of the industry: network distributors, energy suppliers, ICT companies etc. The objective of the report is to provide a reflection on the design implications of data protection issues for the construction of Smart Grids. Special attention is given to the profiling of energy consumers, based on energy usage data.