Maria Andersson

Associate Professor

I do research on energy efficiency and learning systems with AI. The applications are about using AI to find new opportunities for efficiency in industrial energy systems and improved forecasting for electricity production in hydro power plants.

Publications

2026

Malin Grönberg, Therese Nehler, Lina La Fleur, Maria Andersson, Patrik Thollander (2026)

Bridging the energy efficiency gaps: Lessons from the Swedish PFE programmes Energy Efficiency, Vol. 19, Article 13 (Article in journal)

https://dx.doi.org/10.1007/s12053-025-10410-5

2025

Linus Kåge, Vlatko Milic, Maria Andersson, Magnus Wallén (2025)

Reinforcement learning applications in water resource management: a systematic literature review Frontiers in Water, Vol. 7, Article 1537868 (Article in journal)

https://dx.doi.org/10.3389/frwa.2025.1537868

2024

Vlatko Milić, Maria Andersson, Linus Kåge, Patrik Thollander, Jim Enkel, Bahram Moshfegh (2024)

Detection of Cooling Operational Statuses in Data Center Energy Management using Clustering Algorithms 2024 23rd IEEE Intersociety Conference on Thermal and Thermomechanical Phenomena in Electronic Systems (ITherm) (Conference paper)

https://dx.doi.org/10.1109/itherm55375.2024.10709422

Linus Kåge, Vlatko Milić, Maria Andersson, Magnus Wallén (2024)

Hourly Hydropower Production Forecasting with Machine Learning: A Case Study in Linköping, Sweden Proceedings of the 10th World Congress on New Technologies (NewTech'24) (Conference paper)

https://dx.doi.org/10.11159/icert24.102

Maria Andersson, Louise Ödlund, Patrik Thollander (2024)

Combining Electricity and Ecological Resilience - Towards a New Holistic Framework Proceedings of the 10th World Congress on New Technologies (NewTech'24) (Conference paper)

https://dx.doi.org/10.11159/icert24.105

Research

Resilience in the future electricity system

The Swedish electricity system is facing major changes. New research has begun at LiU which focuses on resilience in the future electricity system. The project can provide insights into how the resilience of the electricity system can be improved.

Small-scale aquaculture with energy-smart solutions for resource-efficient food production

The project develops a resource-efficient and energy-smart modular system for small and medium-sized land-based aquaculture.

Organisation

Energy Systems (ENSYS)

The division of Energy Systems is involved in research, undergraduate and graduate education and collaboration with industry and public sector organisations in the field of energy.

Department of Management and Engineering (IEI)

The Department of Management and Engineering (IEI) strengthens and develops tomorrow’s industry, business world and society by ground-breaking research, education and innovation.

Studenthuset on Campus Valla in Linköping

About LiU

Linköping University, LiU, offers innovative education and boundary-crossing research. The students are among the most desirable in the labour market and international rankings consistently place LiU as a leading global university.