Smart-Meter Big Data for Load Forecasting: An Alternative Approach to Clustering

Accurate forecasting of electricity demand is vital to the resilient management of energy systems. Recent efforts in harnessing smart-meter data to improve forecasting accuracy have primarily centered around cluster-based approaches (CBAs), where smart-meter data are grouped into a small number of c...

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Bibliographic Details
Main Authors: Negin Alemazkoor, Mazdak Tootkaboni, Roshanak Nateghi, Arghavan Louhghalam
Format: Article
Language:English
Published: IEEE 2022-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9678362/