2.1 Electric Load Data
Data provided by the Customer-Led Network Revolution \cite{revolution} contains
the power consumption over 30-minute intervals for the years 2011 to
2013 for 908 enterprise and 1538 residential locations in the UK. The
enterprises are divided into 4 main sectors which are Public Sector &
Other (PSO), Commercial Offices (CO), Industrial (IND) and Agriculture,
Hunting, Farming & Fishing Enterprises (AHFF). Those sectors are then
divided further depending on the number of employees, the tariff rate and
whether the enterprise is a single-site or multi-site. Residential
Locations are also divided into sectors called Mosaic classes, devised
by Experian \cite{marketing}, which takes into account income, age, location and
other characteristics of residents. The divisions of enterprise and
residential locations are visualized in Fig. \ref{291233} and Fig. \ref{242872}.