Skip to main content

Smarter Electricity and Argumentation Theory

  • Conference paper
  • First Online:
Combinations of Intelligent Methods and Applications

Part of the book series: Smart Innovation, Systems and Technologies ((SIST,volume 46))

Abstract

The current, widespread introduction of smart electricity meters is resulting in large datasets’ becoming available, but there is as yet little in the way of advanced data analytics and visualization tools, or recommendation software for changes in contracts or user behaviour, which use this data. In this paper we present an integrated tool which combines the use of abstract argumentation theory with linear optimization algorithms, to achieve some of these ends.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 84.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 109.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book
USD 109.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

Notes

  1. 1.

    See http://www.elkor.net/pdfs/AN0305-Current_Transformers.pdf.

  2. 2.

    See https://shop.edfenergy.com/Item.aspx?id=540&CategoryID=1.

  3. 3.

    Log in using username houseX, password houseX, for \(X\in \{1,2,3,4\}\).

  4. 4.

    http://www.doc.ic.ac.uk/~dk3810/data/.

  5. 5.

    http://www.elkor.net/pdfs/AN0305-Current_Transformers.pdf.

  6. 6.

    https://shop.edfenergy.com/Item.aspx?id=540&CategoryID=1.

  7. 7.

    http://www.britishgas.co.uk/.

  8. 8.

    http://www.edfenergy.com/.

  9. 9.

    http://msdn.microsoft.com/en-gb/library/system.datetime.aspx.

  10. 10.

    http://www.highcharts.com/.

References

  1. Baroni, P., Giacomin, M.: Semantics of Abstract Argumentation Systems. In: Rahwan, I., Simari, G.R. (eds.) Argumentation in Artificial Intelligence, pp. 25–44. Springer, Berlin (2009)

    Google Scholar 

  2. Canocchi, C.: Price comparison websites ’hide cheapest energy deals’ (2014). http://www.thisismoney.co.uk/money/bills/article-2799949/price-comparison-websites-hide-cheapest-energy-deals-claims-rival.html

  3. Department for Environment, Food and Rural Affairs: Household electricity study, ev0702 (2009–2012). http://randd.defra.gov.uk/Default.aspx?Module=More&ProjectID=17359

  4. Dung, P.M.: On the acceptability of arguments and its fundamental role in nonmonotonic reasoning, logic programming and n-person games. Artif. Intell. 77(2), 321–358 (1995)

    Article  MathSciNet  MATH  Google Scholar 

  5. Kelly, J.: Disaggregating smart meter readings using device signatures. M.Sc. thesis, Department of Computing, Imperial College London (2011)

    Google Scholar 

  6. Kelly, J., Knottenbelt, W.: UK-DALE: a dataset recording UK domestic appliance-level electricity demand and whole-house demand. ArXiv e-prints (2014)

    Google Scholar 

  7. Lung, T.: Smart electricity recommendations. M.Sc. thesis, Department of Computing, Imperial College London (2013)

    Google Scholar 

  8. Makriyiannis, M.: Smart electricity by argumentation. M.Eng. thesis, Department of Computing, Imperial College London (2014)

    Google Scholar 

  9. The European Commission: Energy: Commission paves the way for massive roll-out of smart metering systems (2012). http://ec.europa.eu/energy/gas_electricity/smartgrids/doc/20120309_smart_grids_press_release.pdf

  10. The Guardian: Smart energy meters in every uk home by 2020 (2009). http://www.theguardian.com/environment/2009/may/11/smart-meters-energy-efficiency

  11. The Guardian: Energy uk warns that household bills could rise by 50 % over six years (2013). http://www.theguardian.com/money/2013/nov/12/energy-uk-warns-50-percent-rise-household-bills

  12. The Observer: Energy bills rise by 37 % in three years (2013). http://www.theguardian.com/money/2013/nov/16/energy-prices-rise

Download references

Acknowledgments

Work was funded by EPSRC grant EP/J020915/1 (TRaDAr: Transparent Rational Decisions by Argumentation).

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Robert Craven .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2016 Springer International Publishing Switzerland

About this paper

Cite this paper

Makriyiannis, M., Lung, T., Craven, R., Toni, F., Kelly, J. (2016). Smarter Electricity and Argumentation Theory. In: Hatzilygeroudis, I., Palade, V., Prentzas, J. (eds) Combinations of Intelligent Methods and Applications. Smart Innovation, Systems and Technologies, vol 46. Springer, Cham. https://doi.org/10.1007/978-3-319-26860-6_5

Download citation

  • DOI: https://doi.org/10.1007/978-3-319-26860-6_5

  • Published:

  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-319-26858-3

  • Online ISBN: 978-3-319-26860-6

  • eBook Packages: EngineeringEngineering (R0)

Publish with us

Policies and ethics