Lauri
Karttunen
Project Researcher, Materials Engineering
Doctoral Researcher, Materials Engineering
Contact
Research
My research is focused on integrating solar energy effectively in Nordic conditions. Especially, I am focusing on data driven modelling of outdoor performance of photovoltaic systems and energy management between solar energy systems and battery in a residential settings.
Publications
Robust Performance Loss Rate Calculation for Photovoltaic Systems in High Latitude Locations (2026)
Progress in Photovoltaics
(A1 Vertaisarvioitu alkuperäisartikkeli tieteellisessä lehdessä )
Impact of growing national solar power capacity on the profitability of residential solar energy production in northern conditions (2026)
Renewable Energy
(A1 Vertaisarvioitu alkuperäisartikkeli tieteellisessä lehdessä )
Photovoltaic power modelling in high latitudes with empirical and machine learning models using transfer learning (2026)
Solar Energy
(A1 Vertaisarvioitu alkuperäisartikkeli tieteellisessä lehdessä )
The impact of battery scheduling strategies on profitability considering battery usage costs and dynamic electricity pricing in Nordic residential PV–battery system (2026)
Journal of Energy Storage
(A1 Vertaisarvioitu alkuperäisartikkeli tieteellisessä lehdessä )
Performance evaluation of high latitude agrivoltaic systems with vertically mounted bifacial panels (2026)
Applied Energy
(A1 Vertaisarvioitu alkuperäisartikkeli tieteellisessä lehdessä )
Economic Value of Building-Integrated PV Production at High-Latitude Locations (2025)
Proceedings of the European Photovoltaic Solar Energy Conference and Exhibition
(B3 Vertaisarvioimaton artikkeli konferenssijulkaisussa)
Enhancing residential load forecasting accuracy through dynamic feature selection and ensemble machine learning models: A real-world scenario in Southern Finland (2025)
Energy and Buildings
(A1 Vertaisarvioitu alkuperäisartikkeli tieteellisessä lehdessä )
Performance Analysis of Agrivoltaic System Configurations in Nordic Conditions (2025)
Proceedings of the European Photovoltaic Solar Energy Conference and Exhibition
(B3 Vertaisarvioimaton artikkeli konferenssijulkaisussa)
Techno-Economic Analysis of Residential PV-Battery Energy System in Nordics (2024)
European Photovoltaic Solar Energy Conference and Exhibition
(Konferenssiposteri)
Techno-Economic Analysis of Residential PV-Battery Energy System in Nordics (2024)
European Photovoltaic Solar Energy Conference and Exhibition, Proceedings of the European Photovoltaic Solar Energy Conference and Exhibition
(B3 Vertaisarvioimaton artikkeli konferenssijulkaisussa)