In a new study, researchers from UNED investigated how AI can predict the performance of the Enerin AS‘s novel Stirling cycle high-temperature heat pump (SC-HTHP). They compared two machine-learning models to determine which can estimate the system’s efficiency most accurately.
SUSHEAT and Sister Projects Lead the Way in Industrial Energy Efficiency: Highlights from the First 2cool2waste Cluster Webinar
Pioneering Industrial Decarbonisation: SUSHEAT and the 2cool2waste Cluster Take the Stage
At the October 2025 2cool2waste webinar, 15 Horizon Europe projects shared decarbonisation solutions. SUSHEAT stood out with flexible, on-demand heating. Coordinator Dr. Ruben Barbero Fresno urged systemic change. The cluster’s collaboration signals Europe’s readiness for clean, competitive, real-world industrial transformation.
Digital Twins and High-Temperature Heat Pumps: A Path to Net Zero
Digital twins and AI-driven control systems are transforming industrial heat supply. The SUSHEAT project develops a digital twin to optimize high-temperature heat pumps, integrating renewable energy and thermal storage for greater efficiency and reliability. This innovation supports the EU’s net-zero goals by 2050, paving the way for sustainable industrial energy systems.
SUSHEAT Project Spotlights Industrial Waste Heat Recovery at IEA Energy Efficiency Conference Sideline Event
On 12 June, during the 10th IEA Global Conference on Energy Efficiency, We Don’t Have Time hosted a high-level broadcast featuring SUSHEAT innovations, spotlighting industrial waste heat recovery as a key driver of energy efficiency and climate action in Europe.
Sustaining success of industrial heat pumps – a call to action!
Norway’s Enerin confident that heat pump prototype will reach 250 °C.
Half of 2050 energy mix from heat pumps, heaters
Norway’s Enerin confident that heat pump prototype will reach 250 °C.
SUSHEAT energy project launched May 2023
Horizon Europe/CINEA SUSHEAT energy project launches with kick-off in Spain.








