Cloud-based IoT Analytics for the Smart Grid: Experiences from a 3-year Pilot

Autor: Tomi Hasan, Panayotis Kikiras, Alessandro Leonardi, Holger Ziekow, Jörg Daubert
Jazyk: angličtina
Rok vydání: 2015
Předmět:
Zdroj: EAI Endorsed Transactions on Cloud Systems, Vol 1, Iss 2 (2015)
Druh dokumentu: article
ISSN: 2410-6895
DOI: 10.4108/icst.tridentcom.2015.259694
Popis: The transformation of electrical grids into smart-grid is seen as one of the major technological challenges of our times and at the same time as one of the key domains for Internet of Things (IoT). Smart-home technologies and corresponding analytics are an integral part of many use cases in this field. In this paper we present a cloud-based test bed for capturing and analyzing smart-home data and report on experiences from a 3 year pilot with a cloud-based system. We discuss on real-world challenges that we encountered throughout the pilot - e.g. related to big data volumes and data quality - and describe corresponding technical solutions.
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