Management Science · 1966 · 19 citations · 5 references
ManagementElectrical EngineeringDemand ForecastingForecastingTime Series AnalysisDemand Forecasting SystemsDemand ManagementElectricity Load ManagementEnergy Demand ForecastingLoad ForecastingPeak Load ManagementDemand PredictionElectric Load ForecastingElectricity Consumption ForecastingLoad Pattern AnalysisPeak Load DemandPeak Load ForecastingUtility Demand Forecasting
The paper discusses forecasting peak load demand, one day in advance, for an electric utility, but its main purpose is to illustrate the combination of the exponential adaptation principle with modified rules-of-thumb being successfully used by the electric company. The results indicate that although the company is already doing a good forecasting job, the hybrid exponential model, in simplest form, does even better, although it uses only a portion of the data that is available and used by the company.
5
Forecasting Sales by Exponentially Weighted Moving Averages
Peter R. Winters · Management Science · 1960 · 2.1K citations
Some Observations on Adaptive Forecasting
Henri Theil, Sutarman Wage · Management Science · 1964 · 88 citations
On the Optimality of Adaptive Forecasting
M. Nerlove, Sutarman Wage · Management Science · 1964 · 78 citations
Computing, Economics, Econometrics +12