Mored: A moroccan buildings’ electricity consumption dataset

TitreMored: A moroccan buildings’ electricity consumption dataset
Publication TypeJournal Article
Year of Publication2020
AuthorsAhajjam, MA, Licea, DB, Essayeh, C, Ghogho, M, Kobbane, A
Mots-clésData components, Electric load management, Electric power utilization, Electricity-consumption, Ground truth, Ground truth data, Industrial loads, Low rates, Nonintrusive load monitoring, Signature data

This paper consists of two parts: An overview of existing open datasets of electricity consumption and a description of the Moroccan Buildings’ Electricity Consumption Dataset, a first of its kind, coined as MORED. The new dataset comprises electricity consumption data of various Moroccan premises. Unlike existing datasets, MORED provides three main data components: Whole premises (WP) electricity consumption, individual load (IL) ground-truth consumption, and fully labeled IL signatures, from affluent and disadvantaged neighborhoods. The WP consumption data were acquired at low rates (1/5 or 1/10 samples/s) from 12 households; the IL ground-truth data were acquired at similar rates from five households for extended durations; and IL signature data were acquired at high and low rates (50 k and 4 samples/s) from 37 different residential and industrial loads. In addition, the dataset encompasses non-intrusive load monitoring (NILM) metadata. © 2020 by the authors.




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