Exponential Smoothing on Modeling and Forecasting Multiple Seasonal Time Series: An Overview
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DOI: 10.1142/s0219477521300032
Abstract: This paper presents the development process of the exponential smoothing (ES) model, starts with the traditional ES model and then focuses to the multiple seasonal ES model. This paper describes an... read more here.
Keywords: forecasting multiple; exponential smoothing; smoothing modeling; seasonal time ... See more keywords
Stability of Multiple Seasonal Holt-Winters Models Applied to Hourly Electricity Demand in Spain
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DOI: 10.3390/app10072630
Abstract: Electricity management and production depend heavily on demand forecasts made. Any mismatch between the energy demanded with respect to that produced supposes enormous losses for the consumer. Transmission System Operators use time series-based tools to… read more here.
Keywords: seasonal holt; multiple seasonal; holt winters; winters models ... See more keywords