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.