Julia Köhlke is a researcher in the field of Energy Informatics at the University of Oldenburg. She received her Bachelor and Master in Economics and Law at the University of Oldenburg. After her graduation she worked for 2.5 years at the OFFIS Institute for Information Technology in the group "Standardized Systems Engineering and Assessment". At OFFIS she was responsible for a work package in the EU-Horizon 2020 project TDX-ASSIST, which aimed at the creation of new ICT tools for data exchange in the energy system. Julia Köhlke is currently doing her PhD in the project "E2 Modelling of social embedding through use cases and architecture models in the context of innovation processes of ACPS". Her research focuses on the integration of knowledge in socio-technical and heterogeneous smart grid systems.