Abstract
The article describes the architecture of Big Data systems, explains its architecture and also clarifies what Big Data is. The document also presents basic problems related to management Big Data in Smart Grids infrastructure and smart meters. Advanced Metering Infrastructure is described in the example of current implementation status, plans and perspectives on pilot projects already carried out by the PGE Dystrybucja SA in two locations: Łódź City and Augustów City. The current state of data generation of the Polish grid is analyzed and a future realistic scenario is illustrated.
Keywords
This is a preview of subscription content, log in via an institution.
Buying options
Tax calculation will be finalised at checkout
Purchases are for personal use only
Learn about institutional subscriptionsReferences
Appelbaum, B., Lipton, E.: Leaker’s Employer Is Paid to Maintain Government Secrets. The New York Times. http://www.nytimes.com/2013/06/10/us/booz-allen-grew-rich-on-government-contracts.html?_r=0
Cisco: Cisco Visual Networking Index: Forecast and Methodology. http://www.cisco.com/en/US/solutions/collateral/ns341/ns525/ns537/ns705/ns827/white_paper_c11-481360.pdf (2012–2017)
SOCAP International, Now Arriving: Big Data in the Hospitality, Travel, and Tourism Sector. http://www.socap.org (2013)
LHC Guide, English Version: A Collection of Facts and Figures about the Large Hadron Collider (LHC) in the form of Questions and Answers, CERN-Brochure-2009-003-Eng. CERN. https://cds.cern.ch/record/1165534/files/CERN-Brochure-2009-003-Eng.pdf (2013)
Data, Data Everywhere, The Economist. http://www.emc.com/collateral/analyst-reports/ar-the-economist-data-data-everywhere.pdf (2012)
Delort, P.: OECD ICCP Technology Foresight Forum. http://www.oecd.org/sti/ieconomy/Session_3_Delort.pdf#page=6 (2012)
Webster, P.: Supercomputing the Climate: NASA’s Big Data Mission. CSC World, Computer Sciences Corporation. http://www.csc.com/cscworld/publications/81769/81773-supercomputing_the_climate_nasa_s_big_data_mission (2013)
Davenport, T.H., Harris, J.G.: Competing on Analytics: The New Science of Winning. Harvard Business Review Press, Boston (2007)
IDC Digital Universe. Data, Bigger Digital Shadows, and Biggest Growth in the Far East. http://www.whizpr.be/upload/medialab/21/company/Media_Presentation_2012_DigiUniverseFINAL1.pdf (2012)
Davenport, T.H., Patil, D.J.: Data Scientist: The Sexiest Job of the 21st Century. Harv. Bus. Rev. 90, 70–76 (2012)
Lund, S., Manyika, J., Nyquist, S., Mendonca, L.: Game changers: Five opportunities for US growth and renewal, McKinsey Global Institute Report. http://www.mckinsey.com//media/McKinsey/dotcom/Insights/Growth/US%20game%20changers/MGI_Game_changers_US_growth_and_renewal_Full_report.ashx (2013)
Laney, D.: 3D Data Management: Controlling Data Volume, Velocity and Variety, Gartner. http://blogs.gartner.com/doug-laney/files/2012/01/ad949-3D-Data-Management-Controlling-Data-Volume-Velocity-and-Variety.pdf (2001). Accessed 6 Feb 2001
Snijders, C., Matzat, U.: Big data: big gaps of knowledge in the field of internet. Int. J. Int. Sci. (2012). http://www.ijis.net/ijis7_1/ijis7_1_editorial.html
Laney, D.: The Importance of ‘Big Data’: A Definition, Gartner. http://www.gartner.com/DisplayDocument?id=2057415&ref=clientFriendlyUrl (2012)
What is Big Data? Villanova University. http://www.villanovau.com/university-online-programs/what-is-big-data/
Oracle, An Oracle White Paper: Information Management and Big Data. http://www.oracle.com/technetwork/topics/entarch/articles/info-mgmt-big-data-ref-arch-1902853.pdf (2013)
IBM. IBM Commercial The Road: Intelligent Data Management and Analysis. http://www.dailymotion.com/video/xdaoae_ibm-commercial-the-road-intelligent_tech#from=embediframe
Chanchal, Y., et al.: Algorithm and approaches to handle large data-a survey. Int. J. Comput. Sci. Netw. 2(3), 37–41 (2013)
ELGAMA-ELEKTRONIKA, "GAMA 100 for residential and commercial metering" brochure. http://www.elgama.eu/templates/files/tiny_mce/Broshures/GAMA_100_EN_v4.4.pdf
ENERGA Operator, A.Olszewski: AMI Project Summary. http://www.meter-on.eu/file/2013/11/Energa.pdf (2013). Accessed 24–28 June 2013
Skoczkowski, T.: Smart metering services roadmap for Poland. Summary in English, Polish National Energy Conversation (2011)
Skoczkowski, T., Loth-Babut, K.: Work Package 3. Roadmap for innovative smart metering services in Poland. Project Progress Meeting, Bucharest (2012). Accessed 23–24 May 2012
http://www.pgedystrybucja.pl/spolka/aktualnosci/pilotazinteligentnego-systemupomiarowego-w-pge-dystrybucja. Accessed 03 Dec 2015
Rozwalka, T.: Budowa Infrastruktury Inteligentnego Pomiaru W PGE Dystrybucja SA, XX Forum Teleinformatyki. http://forumti.pl/20Forum/prezentacje/Tomasz_Rozwalka.pdfs.10-11 (2014). Accessed 25–26 Sept 2014
ELGAMA-ELEKTRONIKA. Smart Metering Solution. http://www.elgama.eu/templates/files/tiny_mce/Broshures/AMI_EN_v2.pdf (2015). Accessed 27 Oct 2015
Polityka Energetyczna Polski Do 2030 Roku. https://www.mg.gov.pl/NR/rdonlyres/8C3B84AA-C9EF-471A-9B33-A66E2C700CC0/37509/PEPwer3210092007.pdf
Accenture. Realizing the Full Potential of Smart Metering. Accenture’s Digitally Enabled Grid program. http://www.accenture.com/SiteCollectionDocuments/PDF/Accenture-Smart-Metering-Report-Digitally-Enabled-Grid.pdf
Nederland Netbeheer. Dutch Smart Meter Requirements, vol. 4. Netbeheer Nederland, Technical Report (2011) http://files.domoticaforum.eu/uploads/Smartmetering/DSMR%20v4.0%20final%20P1.pdf (2015). Accessed 17 Nov 2015
EEO Country Fact Sheet, Poland. http://ev-observatory.eu/module/factsheetpdf.php?rid=223&c=1
Acknowledgments
The study is co-financed by the European Union under the European Social Fund. Project PO KL “Information technologies: Research and their interdisciplinary applications”, Task 6, agreement No UDA-POKL.04.01.01-00-051/10-00.
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2016 Springer International Publishing Switzerland
About this chapter
Cite this chapter
Konopko, J. (2016). Big Data Solutions for Smart Grids and Smart Meters. In: Ryżko, D., Gawrysiak, P., Kryszkiewicz, M., Rybiński, H. (eds) Machine Intelligence and Big Data in Industry. Studies in Big Data, vol 19. Springer, Cham. https://doi.org/10.1007/978-3-319-30315-4_16
Download citation
DOI: https://doi.org/10.1007/978-3-319-30315-4_16
Published:
Publisher Name: Springer, Cham
Print ISBN: 978-3-319-30314-7
Online ISBN: 978-3-319-30315-4
eBook Packages: EngineeringEngineering (R0)