DISIRE (2015-2017) focused on integrated PAT-based process control using distributed in-situ sensors across raw material and energy feedstocks.
LUOSSAVAARA-KIIRUNAVAARA AB
Europe's largest iron ore producer, offering active mine operations as an industrial testbed for process control, sensing, and sustainable extraction technologies.
Their core work
LKAB (Luossavaara-Kiirunavaara AB) is one of Europe's largest iron ore mining and processing companies, operating major underground mines in northern Sweden that supply a significant share of Europe's steelmaking raw materials. In their H2020 work, they contributed as an industrial demonstration partner — opening their live mine operations as a testbed for advanced process control, distributed sensor networks, and machine learning applied to raw material extraction and processing. Their value to research consortia is not as a technology developer, but as a rare large-scale industrial environment where new mining technologies can be validated under real conditions. They bring deep domain knowledge in ore processing and industrial operations, alongside the infrastructure scale that academic partners cannot replicate.
What they specialise in
SIMS (2017-2020) addressed sustainable mining practices with innovative pilots around raw materials extraction and environmental impact reduction.
DISIRE applied machine learning and statistical learning methods to optimize real-time process control in an operational mining environment.
DISIRE specifically used spatial swarm sensing and in-situ sensor networks deployed across active mine operations, a technically demanding capability.
How they've shifted over time
In their first H2020 engagement (DISIRE, 2015-2017), LKAB's focus was firmly technical and operational: distributed sensor networks, PAT-based process control, machine learning, and spatial swarm sensing to optimize real-time processing of raw materials. The shift to SIMS (2017-2020) moved the frame from operational efficiency alone toward sustainable mining systems — integrating environmental considerations into intelligent mine management. With only two projects, the direction is clear but not deep: LKAB appears to be positioning itself within the broader industry transition toward greener, data-driven mining, rather than remaining purely in the domain of process automation.
LKAB is moving from narrow technical optimization of mining processes toward integrated sustainable mining — a trajectory that aligns with the green transition demands on the European raw materials sector and signals openness to partnerships on decarbonization, circular economy, and responsible extraction.
How they like to work
LKAB has participated exclusively as a consortium partner across both projects, never taking a coordinating role — consistent with how large industrial companies typically engage in EU research: contributing operational environments, domain expertise, and industrial validation capacity rather than managing research programs. Their 27 unique partners across 7 countries through just two projects indicates they join large, multi-institutional consortia. Working with them means access to a real operating mine as a demonstration site, not a research lab simulation.
LKAB has built connections with 27 unique consortium partners across 7 countries through only 2 projects, meaning each consortium they joined was substantial in size. Their network is European in scope, likely centered on Nordic industrial research institutions and raw materials technology developers.
What sets them apart
Few organizations in the EU research ecosystem can offer what LKAB does: access to one of Europe's largest active iron ore mining operations as a real-world demonstration environment. For any project that needs industrial-scale validation — not a pilot plant, but an actual producing mine — LKAB provides the setting, the operational data, and the domain credibility that makes results publishable and deployable. Consortium builders targeting raw materials, industrial digitalization, or sustainable extraction should treat LKAB as a rare industrial anchor partner rather than just another participant.
Highlights from their portfolio
- SIMSLargest funded project (EUR 371,875) and most recent, placing LKAB at the intersection of sustainability and intelligent mine management — a strategically important topic for EU raw materials policy.
- DISIRETechnically ambitious for its time, combining spatial swarm sensing, PAT-based process control, and machine learning in a live industrial mining environment — an unusual convergence of digital and physical capabilities.