Please use this identifier to cite or link to this item: http://hdl.handle.net/1822/42344

TitleReinventing the energy bill in smart cities with NoSQL technologies
Author(s)Costa, Carlos
Santos, Maribel Yasmina
KeywordsBig Data
Clustering
Energy Consumption
Forecasting
NoSQL
NoSQL Benchmark
Smart Cities
Issue date2016
PublisherSpringer Science+Business Media
CitationCosta, Carlos and Maribel Yasmina Santos, “Reinventing the Energy Bill in Smart Cities with NoSQL Technologies”, in Sio-iong Ao, Gi-Chul Yang and Len Gelman (Eds.), Transactions on Engineering Technologies, Springer Science+Business Media Singapore, pp 383-396, ISBN: 978-9-811-01087-3 (DOI: 10.1007/978-981-10-1088-0_29), 2016.
Abstract(s)With the increasing use of electrical devices, cities consume more energy to sustain their daily activities, facing more challenges associated with energy control and distribution. This chapter revisits a previously proposed architecture to extract, load, transform, mine and forecast Big Data within a Smart City context, in order to discuss the adequacy of NoSQL databases to deliver a Smart City service that reinvents the traditional energy bill, using web and mobile applications. Citizens will benefit from a new form of self-monitoring their electricity and gas consumption, by comparing themselves to others within their cluster or region and by forecasting future energy consumptions. Moreover, the service also delivers to energy providers and cities a smarter overview of the energy landscape. The technological architecture was previously validated using simulated data from the United States of America (USA), due to its open availability, and revealed very satisfactory results concerning the performance of clustering and time series forecasting models. This chapter extends the previously proposed technological architecture, by providing real-time concurrent web and mobile access to citizens, while presenting a broad review of several NoSQL benchmarks available in the scientific community, knowledge that is essential in the adoption of a specific database to support these web and mobile applications.
TypeConference paper
URIhttp://hdl.handle.net/1822/42344
ISBN978-9-811-01087-3
DOI10.1007/978-981-10-1088-0_29
Peer-Reviewedyes
AccessRestricted access (UMinho)
Appears in Collections:CAlg - Livros e capítulos de livros/Books and book chapters

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