User behaviour models to forecast electricity consumption of residential customers based on smart metering data

User behaviour models to forecast electricity consumption of residential customers based on smart metering data

This paper presents a novel approach to forecast day-ahead electricity consumption for residential households where highly irregular human behaviour plays a significant role. The methodology requires data from fiscal smart meters, which makes it applicable to real scenarios where personal data gathe...

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Bibliographic Details
Main Authors: Florencia Lazzari, Gerard Mor, Jordi Cipriano, Eloi Gabaldon, Benedetto Grillone, Daniel Chemisana, Francesc Solsona
Format: Article
Language:English
Published: Elsevier 2022-11-01
Series:Energy Reports
Subjects:
Electricity consumption
One-day-ahead forecast
Behaviour pattern
Smart meter
Big data
Online Access:http://www.sciencedirect.com/science/article/pii/S2352484722005078

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