Differentiated long term projections of the hourly electricity consumption in local areas. The case of Denmark West

•A new model for differentiated local long term load forecasts.•Hourly consumption profiles for categories of customers are different.•Weights of categories and therefore load profiles vary between local areas.•Both the level and the hourly profile develops differently in different local areas.•Electrical vehicles and heat pumps may change local load profiles substantially.