Our Publications
Research articles, preprints, and technical reports providing detailed documentation of the methodology, computational models, experimental results, and validation processes that underpin the development and operation of the platform, offering insights into its design, performance, and impact.
Wattnet: matching electricity consumption with low-carbon, low-water footprint energy supply
The environmental impact of electricity consumption is commonly assessed through its carbon footprint (CF), while water-related impacts are often overlooked despite the strong interdependence between energy and water systems. This is particularly relevant for electricity-intensive activities such as data center (DC) operations, where both carbon emissions and water use occur largely off-site through electricity consumption. In this work, we present Wattnet, an open-source tool that jointly assesses the CF and water footprint (WF) of electricity consumption across Europe with high temporal resolution. Wattnet implements an electricity flow-tracing methodology that accounts for local generation mixes, as well as for cross-border electricity imports and exports at a 15-minute resolution. Operational and life-cycle impact factors are used to quantify and compare local (generation-based) and global (consumption-based) footprints for multiple European regions during 2024. The results demonstrate that neglecting electricity flows and temporal variability can lead to significant misestimations of both CF and WF, particularly in countries with high levels of electricity trade or hydropower dependence. Furthermore, the joint analysis reveals trade-offs between decarbonisation and water use, highlighting the prominent role of reservoir-based hydropower in increasing WF even in low-carbon systems. Wattnet facilitates informed decision-making for workload scheduling and energy-aware operation of DCs, while also enhancing transparency regarding the environmental impacts of electricity consumption for end users and policymakers.
Our Datasets
A collection of open energy datasets that provide comprehensive information on electricity consumption patterns, generation mixes, carbon footprints, and water footprints across Europe, enabling researchers, policymakers, and industry stakeholders to analyze and optimize energy usage for sustainability.
Dataset for "Wattnet: matching electricity consumption with low-carbon, low-water footprint energy supply"
This entry contains the data used to produce the manuscript entitled "Wattnet: matching electricity consumption with low-carbon, low-water footprint energy supply" with DOI 10.5281/zenodo.17404776.