Väinö
Anttalainen
Doctoral Researcher, Materials Engineering
Project Researcher, Materials Engineering
Contact
Research
My research focuses on comparing different power models for solar power systems in Nordic conditions. Accurate power models are important to ensure expected system performance, for example. However, Nordic conditions make power modelling challenging. My work aims to quantify the errors of conventional power models and explore whether machine learning-based models can improve accuracy.
Publications
Robust Performance Loss Rate Calculation for Photovoltaic Systems in High Latitude Locations (2026)
Progress in Photovoltaics
(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 )