Forecasting Electricity Demand

Imagine that PG&E needs to annually predict the precise amount of electricity required for a town. Supplying too little could lead to power outages, while supplying too much might result in financial waste if the excess is not consumed. How can we develop a model to accurately determine the electricity supply needed?