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
Performance evaluation of high latitude agrivoltaic systems with vertically mounted bifacial panels (2026)
Applied Energy
(A1 Vertaisarvioitu alkuperäisartikkeli tieteellisessä lehdessä )
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 )
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)
Sensitivity of Electricity Price in the Finnish Market Conditions with Increasing Solar Energy Production (2024)
European Photovoltaic Solar Energy Conference and Exhibition, Proceedings of the European Photovoltaic Solar Energy Conference and Exhibition
(B3 Vertaisarvioimaton artikkeli konferenssijulkaisussa)
Techno-economic analysis on optimizing the value of photovoltaic electricity in a high-latitude location (2024)
Applied Energy
(A1 Vertaisarvioitu alkuperäisartikkeli tieteellisessä lehdessä )
Matching PV Production and Electricity Load on Household Level at High-Latitude Locations (2023)
European Photovoltaic Solar Energy Conference and Exhibition, Proceedings of the European Photovoltaic Solar Energy Conference and Exhibition
(A4 Vertaisarvioitu artikkeli konferenssijulkaisussa)
Comparing methods for the long-term performance assessment of bifacial photovoltaic modules in Nordic conditions (2023)
Renewable Energy
(A1 Vertaisarvioitu alkuperäisartikkeli tieteellisessä lehdessä )
Modeling and Measuring the Power Output of Vertical Bifacial Solar Panels in Nordic Conditions (2022)
World Conference on Photovoltaic Energy Conversion, Proceedings of the European Photovoltaic Solar Energy Conference and Exhibition
(Vertaisarvioimaton konferenssijulkaisu (B3))