Relevance of historic data for modeling and estimation
Electric power utilities operate generation, transmission and distribution infrastructure efficiently by estimating their load one day ahead [1] because generators such as thermal power plants take a long time to ramp up their production. Load estimation has become even more necessary in recent times owing to the de-regulation in electricity markets, increasing distributed energy resources including renewables, storages and electric vehicles in the transmission and distribution network.
