Abstract The landscape of buildings is a diverse one and long-term energy system planning requires simulation tools that can capture such diversity. This work proposes model for simulating the space-heating consumption using linear mixed-effects model. modelling framework captures noise caused by differences are not being measured between individual buildings; e.g. preferences their occupants. ...