Forecasts of energy demand are required as a critical input for resource planning including the optimization of energy systems. Uncertainties are introduced by the traditional approaches to demand forecasting such as assumed growth factors, the use of econometric models, or deterministic time series models. These uncertainties impact the recommended resource allocation strategy.