Probabilistic forecasting of electricity consumption, photovoltaic power generation and net demand of an individual building using Gaussian Processes

•Probabilistic forecasting of an individual building using Gaussian Processes.•We assess the performance of multiple covariance functions.•We examine the difference between a static and dynamic Gaussian Process.•We explore two strategies for net demand forecasting.