This Working Paper builds on the multi-time period concept by modelling the physical network constraints associated with gas and electricity networks. A DC power flow model represents the electricity network and in the gas network, successive time periods are linked by taking into account the volume of gas in pipes (Linepack) and important facilities such as compressors and gas storage are modelled.