McLoughlin, Fintan; Duffy, Aidan; Conlon, Michael - In: Energy 50 (2013) C, pp. 120-130
This paper discusses time series approaches, often used by Transmission System Operators (TSOs) to forecast system demand, and applies them at an individual dwelling level. In particular, two techniques, Fourier transforms and Gaussian processes were evaluated and used to characterise individual...