Advian has supported Fortum’s Nordic trading and asset optimisation unit (TAO) during 2022-2023 in their data and analytics development. With the help of reformed reporting and KPIs, Fortum is now able to assess their trading performance against the market, and use supporting analytics tools to get better optimisation results in the future.
Improving the detection of district heating leaks using AI. Advian develops thermal data processing to enable a full heat map of the district heating area, as well as using Artificial Intelligence and Computer Vision technologies to differentiate district heating leaks from other naturally occurring warm features in the city.
Streamlining customer connection process with Data Management. The connection process of Turku Energia’s new customers to their district heating system was made more efficient, reliable, and systematic. The renewed process adds transparency and saves time, costs, and improves the quality of their services.
Migrating customer and consumption data to Datahub. Along with the implementation of Datahub, all sellers and distributors of electricity were required to deliver customer and consumption data to Fingrid. We supported Elenia in the migration of data including data quality assurance, data analysis and ensuring system operations.
Testing and developing the national Datahub project. Fingrid is shaping the clean, market-oriented power system of the future. We supported and guided Fingrid in a large-scale data conversion project, where all Finnish electricity retail market actors switched to Datahub.
Detecting district heating leakages with satellite imagery. We analyzed Helen's district heating network leakages in the Helsinki area using satellite imagery.
Developing algorithms for 3D modelling and locating ground cables. We co-innovated new solutions with Caruna to collect ground cable location data and to store the exact location of the cable for future usage already during the installation phase, to enable efficiency and better quality in future maintenance activities.