Standard energy data competition procedure: A comprehensive review with a case study of the ADRENALIN load disaggregation competition

Publikation: Kapitel i bog/rapport/konference-proceedingKonferencebidrag i proceedingsForskningpeer review

Abstract

Crowdsourcing data science competitions has become popular as a cost-effective alternative to solving complex energy-related challenges. However, comprehensive reviews on hosting processes remain scarce. Therefore, this paper undertakes a detailed review of 33 existing data competitions and 12 hosting platforms, complemented by an in-depth case study of the ADRENALIN load disaggregation competition. The review identifies essential elements of competition procedure, including platform selection, timeline, datasets, and submission and evaluation mechanisms. Based on proposed 16 evaluation criteria, the similarities and differences between data competition hosting platforms can be categorized into platform scoring and popularity, platform features, community engagement, open-source platforms, region-specific platforms, platform-specific purposes, and multi-purpose platforms. The case study underscores strategic planning's critical role, particularly platform selection. The case study also shows the importance of defining competition scope which influences the whole com-petition content and procedure, especially the datasets.
OriginalsprogEngelsk
TitelEnergy Informatics. EI.A 2023 : Third Energy Informatics Academy Conference, EI.A 2023, Campinas, Brazil, December 6–8, 2023, Proceedings, Part I
RedaktørerBo Nørregaard Jørgensen, Luiz Carlos Pereira da Silva, Zheng Ma
ForlagSpringer
Publikationsdato2023
Sider60-75
ISBN (Trykt)978-3-031-48648-7
ISBN (Elektronisk)978-3-031-48649-4
DOI
StatusUdgivet - 2023
BegivenhedEnergy Informatics.Academy Conference 2023 - Unicamp campus, São Paulo , Brasilien
Varighed: 6. dec. 20238. dec. 2023
Konferencens nummer: 3
https://www.energyinformatics.academy/eia-2023-conference

Konference

KonferenceEnergy Informatics.Academy Conference 2023
Nummer3
LokationUnicamp campus
Land/OmrådeBrasilien
BySão Paulo
Periode06/12/202308/12/2023
Internetadresse
NavnLecture Notes in Computer Science
Vol/bind14467
ISSN0302-9743

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