Hierarchical probabilistic forecasting of electricity demand with smart meter data

Decisions regarding the supply of electricity across a power grid must take into consideration the inherent uncertainty in demand. Optimal decision-making requires probabilistic forecasts for demand in a hierarchy with various levels of aggregation, such as substations, cities, and regions. The fore...

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Bibliographic Details
Main Authors: Taieb, SB, Taylor, JW, Hyndman, RJ
Format: Journal article
Language:English
Published: Taylor and Francis 2020