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AI and algorithms for machines in AI-4Energy

Future digital energy markets need to be able to use artificial intelligence (AI) and machine learning algorithms (ML) to facilitate robust energy management. The AI4-Energy project aims to optimize the trade, management, and sharing of distributed generated energy from renewable energy sources.

The integration of renewable energy sources into the electrical grid, combined with advances in the field of Information and Communication Technology (ICT) such as IoT, Cloud/Edge computing, has created conditions for the further development of the smart grid. Within this system, consumers have the ability to produce, consume, and store energy. However, effective utilization of the produced energy requires customers to play an active role in selling the generated electricity.

What is the project intended to achieve?

The overarching goal of AI-4Energy is to optimize the trade, management, and sharing of distributed generated energy from renewable sources. The project aims to design machine learning algorithms that can identify and predict uncertainties in production and consumption. Additionally, it seeks to develop schemes for advanced energy trading and management, integrating machine learning algorithms into OpenSource Cloud and Edge platforms.

How is the project implemented?

The project consists of four different work packages:

  • WP1 - Machine learning for robust forecasts of supply and demand.
  • WP2 - Machine learning for robust energy management.
  • WP3 - Building a lab prototype.
  • WP4 - Results evaluation.

Who participates in the project?

Karlstad University is the leading actor in the project, and Glava Energy Center is a collaborative partner.

AI4-Energy Facts

  • Project Period: October 1, 2020 – February 29, 2024.
  • Main Funder: Swedish Energy Agency.
  • Total Budget: SEK 7,186,302.
  • Project Coordinator: Karlstad University.
  • Project Partner: Glava Energy Center.
  • The project's website on Karlstad University's website.
  • Contact person at Glava Energy Center: David Olsson, see Contact.

 

Last edited: 13/11 2023

About

Glava Energy Center is an innovation cluster and Sweden's largest test bed, innovation center and training provider in solar energy, solar cells, and energy systems. We have Northern Europe's largest test facility for solar energy and solar cells and are the country's largest independent training provider in the field. With close to 90 members, we operate for and within a broad competence network that includes entrepreneurs, academia, industry, startups, and the public sector.

Our innovation work

Glava Energy Center is an innovation cluster in solar energy and sustainable energy systems. The cluster is founded in a broad, driven, and competent member network of local, regional, and national energy actors, a physical test infrastructure with around ten test beds, Northern Europe's largest test park for solar energy and over ten years of experience in innovation projects.

Membership

Glava Energy Center is a member-driven association and an innovation cluster within smart sustainable energy systems and solar energy. Our membership of approximately 90 members represents everything from central solar energy players, universities, municipalities and public stakeholders, installers and researchers to SMEs, large companies, investors, and startups.