Data-driven Energy System Analysis

Multidisciplinary data analysis is central for a proper understanding of the energy system and for assessing whether the energy transition is following a sustainable pathway.

An overarching research theme in our group is the development of low-carbon, sustainable scenarios for rural regions, e.g., Western Norway (Vestlandet).

We build simulation models for rural public transport solutions in collaboration with local stakeholders. Our models are informed by various disciplines, including engineering, transport planning, social sciences, and psychology.

We study environmental and social impacts of the solutions, applying established assessment methods and developing policy-relevant indicators. We have also started the investigation of using autonomous cars for rural public transport.

Our research covers:

  • Data for rural mobility solutions: heterogeneous data (qualitative & quantitative), synthetic data, data validation, FAIR data
  • Applied modelling for rural public transport: mobility preferences and behaviour, scenario design and analysis, participatory modelling and co-creation with stakeholders, agent-based modelling, system dynamics
  • Sustainability & climate impacts of rural transport: environmental & social impact assessment, life-cycle analysis, carbon footprint, policy and governance evaluation, sustainability transitions, mobility justice, indicator development, regional development
  • Automation and digitalisation for rural public transport services: feasibility of autonomous vehicles and new mobility implementations in Vestlandet, business models for these cases

Head of Research Group


Ongoing Research Projects

  • Collaboration with WWF and the Science-Based Target Network to validate city-level carbon emission targets. Cities across the world are engaged with climate action and seek guidance to ensure that their targets fulfill their share of the global effort to limit global warming in light of their local circumstances and equity in line with the Paris Agreement. Guidance is needed to review validity and to ensure the environmental integrity of cities’ short- and long-term targets, as well as their monitoring and reporting approaches. (08/2022-04/2023).

  • The EU Horizon Project WHITECYCLE aims to develop a circular economy to convert complex waste containing textile made of plastic into products with high added value. The public/private European partnership includes 17 organizations. (06/2022-05/2026). The WhiteCycle ambition by 2030 is to foster the annual recycling of more than 2 million tons of the third most widely used plastic in the world. This project should make it possible to reduce CO2 emissions by approximately 2 million tons and avoid the landfilling or incineration of more than 1.8 million tons of plastic each year. The project website is hosted by the consortium leader Michelin.

  • H2020 Project EERAdata. "Towards a FAIR and open data ecosystem in the low carbon energy research community"(03/2020-02/2023). 6 European partners, led by Valeria & August. The EERAdata project develops, explores, and tests a FAIR (findable, accessible, interoperable, re-usable) and open data ecosystem in the low-carbon energy field. Shared data and transparent management of data provide the basis for the industry to develop new solutions and for society to choose, monitor, and implement sustainable transition pathways. Project website 

  • The European Green Deal project STORIES: "European ecosystem to advance innovation in energy storage devices". (11/2021-10/2025). StoRIESproject will promote a European ecosystem of industry and research organizations to develop innovative concepts and competitive and less costly energy storage technologies. 16 participants, 18 linked third parties, 13 sub-contractors. HVL is involved as a linked third party.

  • H2020 Project DRES2Markets. " Technical, business, and regulatory approaches to enhance the renewable energy capabilities to take part actively in the electricity and ancillary service markets"(08/2020-01/2023). DRES2Markets is aiming at developing a complete and comprehensive framework to facilitate the active participation of distributed generation based on renewable energy – solar PV and wind energy in the electricity market and supply of ancillary services to the power system.15 European partners. Project website

  • ERASME - Jean Monet Center of Excellence on Sustainable Development and Chair on Circular Economy at the University Clermont-Auvergne, France (since April 2019). Cooperation in education & research.

  • Finalized: H2020 Research Project COMETS. "Collective action Models for Energy Transition and Social Innovation" (05/2019-04/2022). 12 European partners, HVL builds a Europe-wide inventory for citizen-led low-carbon energy projects. 

Recent Publications

Research Group Members

External Group Members

Student assistants

Current assistants:

Sarah Langes (HVL)

Former assistants:

  • Raghav Divedi, Phillipa Roots, Abhishesh Nepal, Ranjana Tamang (HVL)
  • Negar Safara, Shirin Mohammadi, Mehran Ziaabadi, Constantin von Beck, Simon Dufner, Ingrid Koren and Melake Getabecha (HVL)
  • Tadeusz Rudek (Jagellonian University)
  • Timothy Marcroft (University of Lyon)