Energy

AI is expected to dramatically reshape the energy sector. This section provides references on on-going projects and existing results in that area.

AI in Energy

@ Energy Cities - https://energy-cities.eu/

Reykjavik University

Energy

AI-Cure - Artificial Intelligence for Sustainable Smart Buildings

AI-Cure provides tools for verifying the correct installation of machinery and systems, validating telemetry, identifying energy consumption profiles, and predicting system usage. Additionally, it identifies inefficiencies to provide targeted energy ad...

Fondazione LINKS – Leading Innovation & Knowledge for Society

Energy

Linc’s AI-Powered Digital Twins for Proactive Capacity Maximization and Maintenance Optimization

In the ever-evolving landscape of energy infrastructure, Linc emerges as a trailblazer, harnessing the power of artificial intelligence to transform the management of distribution transformers. Discover how the StairwAI second open call programme is h...

AI services Computer vision Machine learning Optimisation Robotics and automation Energy Manufacturing Research Institution

Centre for Solar Energy and Hydrogen Research Baden-Württemberg (ZSW)

AI services Computer vision Knowledge Representation Machine learning Multi-agent systems Optimisation Robotics and automation Agriculture Cultural Heritage Energy Healthcare Manufacturing Maritime Sector Regional Engagement - DIHs Transportation Research Institution

UNINOVA-CTS

AI ethics AI services Automated reasoning Computer vision Knowledge Representation Machine learning Multi-agent systems Optimisation Philosophy of AI Planning and scheduling Robotics and automation Cloud, Edge and Infrastructure Cultural Heritage Energy Healthcare Manufacturing Transportation Education Institution

University of Groningen (Rijksuniversiteit Groningen)

As a Service

EEI Service Deployment

Service Docker deployment accompanied by a Postgresql/PostGIS database.

Dataset

Latvian Residential Buildings Energy Efficiency Measures Dataset

A Dataset with Energy Efficiency Measures available for renovations provided by REA (Riga Energy Agency)

As a Service

Energy Performance Prediction

A physics-informed deep neural network developed to predict the energy consumption of a buildings.

As a Service

Short-term global load forecasting model for smart meters (LightGBM)

A forecasting service for predicting the positive active energy (in kWh) consumption of prosumers in the Italian city of Terni. The dataset was provided by ASM and the service makes use of a LightGBM model. (AIExperiments Asset)

As a Service

Short-term load forecasting model for TSOs (LightGBM)

A global forecasting service for predicting the aggregated hourly net electrical load of 20 European transmission system operators (Belgium, Czech Republic, Denmark, Estonia, Estonia, Finland, France, Greece, Hungary, Italy, Latvia, Lithuania, the Netherl...

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