Research Article
Cloud-based IoT Analytics for the Smart Grid: Experiences from a 3-year Pilot
@INPROCEEDINGS{10.4108/icst.tridentcom.2015.259694, author={Tomi Hasan and Panayotis Kikiras and Alessandro Leonardi and Holger Ziekow and J\o{}rg Daubert}, title={Cloud-based IoT Analytics for the Smart Grid: Experiences from a 3-year Pilot}, proceedings={10th EAI International Conference on Testbeds and Research Infrastructures for the Development of Networks \& Communities}, publisher={EAI}, proceedings_a={TRIDENTCOM}, year={2015}, month={8}, keywords={smart-home iot analytics}, doi={10.4108/icst.tridentcom.2015.259694} }- Tomi Hasan
Panayotis Kikiras
Alessandro Leonardi
Holger Ziekow
Jörg Daubert
Year: 2015
Cloud-based IoT Analytics for the Smart Grid: Experiences from a 3-year Pilot
TRIDENTCOM
ICST
DOI: 10.4108/icst.tridentcom.2015.259694
Abstract
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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