A probabilistic approach to combining smart meter and electric vehicle charging data to investigate distribution network impacts

Applied Energy

Volumn 157, Issue , 2015, Pages 688-698

  Neaimeh, Myriam ^a   Wardle, Robin ^b   Jenkins, Andrew M ^a   Yi, Jialiang ^a   Hill, Graeme ^a   Lyons, Padraig F ^a   Hübner, Yvonne ^a   Blythe, Phil T ^a   Taylor, Phil C ^a  

^a NEWCASTLE UNIVERSITY   (United Kingdom)

^b DURHAM UNIVERSITY   (United Kingdom)

Author keywords

Distribution network; Electric Vehicle (EV); Load profiles; Smart meter; Spatial temporal data; User behaviour

Indexed keywords

BEHAVIORAL RESEARCH; CHARGING (BATTERIES); CRASHWORTHINESS; ELECTRIC POWER DISTRIBUTION; ELECTRIC UTILITIES; ELECTRIC VEHICLES; SMART METERS; STOCHASTIC SYSTEMS; VEHICLES;

CHARGING INFRASTRUCTURES; DISTRIBUTION NETWORK OPERATORS; ELECTRIC VEHICLE CHARGING; ELECTRICITY DISTRIBUTION NETWORKS; LOAD PROFILES; PROBABILISTIC APPROACHES; SPATIAL-TEMPORAL DATA; USER BEHAVIOUR;

PROBABILITY DISTRIBUTIONS;

EID: 84945123943     PISSN: 03062619     EISSN: 18729118     Source Type: Journal    
DOI: 10.1016/j.apenergy.2015.01.144     Document Type: Article

References (35)

1. Climate Change Act. Climate Change Act 2008; 2008. Available: < http://www.legislation.gov.uk/ukpga/2008/27/contents > [Accessed: 18.08.14].
2. The Carbon Plan. The Carbon Plan - reducing greenhouse gas emissions - Publications - GOV.UK; 2011. Available: < https://www.gov.uk/government/publications/the-carbon-plan-reducing-greenhouse-gas-emissions - 2 > [Accessed: 18.08.14].
3. Taylor J, Maitra A, Alexander M, Brooks D, Duvall M. Evaluations of plug-in electric vehicle distribution system impacts. In: 2010 IEEE power and energy society general meeting; 2010. p. 1-6.
4. Putrus G, Suwanapingkarl P, Johnston D, Bentley EC, Narayana M. Impact of electric vehicles on power distribution networks. In: IEEE vehicle power and propulsion conference, 2009. VPPC'09; 2009. p. 827-31.
5. E. Sortomme, M.M. Hindi, S.D.J. MacPherson, and S.S. Venkata Coordinated charging of plug-in hybrid electric vehicles to minimize distribution system losses IEEE Trans Smart Grid 2 1 2011 198 205
6. Huang S, Infield D. The impact of domestic Plug-in Hybrid Electric Vehicles on power distribution system loads. In: 2010 International conference on power system technology (POWERCON); 2010. p. 1-7.
7. Element Energy Limited. Strategies for the uptake of electric vehicles and associated infrastructure implications; 2009.
8. D. Pudjianto, P. Djapic, M. Aunedi, C.K. Gan, G. Strbac, S. Huang, and et al. Smart control for minimizing distribution network reinforcement cost due to electrification Energy Policy 52 January 2013 76 84
9. F. Salah, J. Ilg, C. Flath, H. Basse, and C. Van Dinther Impact of electric vehicles on distribution substations: a Swiss case study Appl Energy 137 January 2015 88 96
10. J. Munkhammar, J. Widén, and J. Rydén On a probability distribution model combining household power consumption, electric vehicle home-charging and photovoltaic power production Appl Energy 142 March 2015 135 143
11. I. Sharma, C. Canizares, and K. Bhattacharya Smart charging of PEVs penetrating into residential distribution systems IEEE Trans Smart Grid 5 3 2014 1196 1209
12. de Hoog J, Alpcan T, Brazil M, Thomas D, Mareels I. Optimal charging of electric vehicles taking distribution network constraints into account. IEEE Trans Power Syst 2014; vol. Early Access Online.
13. Masoum MAS, Moses PS, Hajforoosh S. Distribution transformer stress in smart grid with coordinated charging of Plug-In Electric Vehicles. In: Innovative Smart Grid Technologies (ISGT), 2012 IEEE PES; 2012. p. 1-8.
14. P. Richardson, D. Flynn, and A. Keane Optimal charging of electric vehicles in low-voltage distribution systems IEEE Trans Power Syst 27 1 2012 268 279
15. Y. Mu, J. Wu, N. Jenkins, H. Jia, and C. Wang A Spatial-Temporal model for grid impact analysis of plug-in electric vehicles Appl Energy 114 February 2014 456 465
16. J.A. Lopes, F.J. Soares, and P.M.R. Almeida Integration of electric vehicles in the electric power system Proc IEEE 99 1 Jan. 2011 168 183
17. P. Papadopoulos, S. Skarvelis-Kazakos, I. Grau, L.M. Cipcigan, and N. Jenkins Electric vehicles' impact on british distribution networks IET Elect Syst Transp 2 3 2012 91 102
18. G.A. Hill, P.T. Blythe, and V. Suresh How does the use of a continuously updating database allow for the analysis of a user's changing behaviour in electric vehicles? IET Intel Transport Syst 8 1 2014 36 42
19. Blythe PT, Hill G, Huebner Y, Suresh V, Austin J, Grey L, Wardle J. The north east of England electric vehicle and infrastructure trials. Presented at the Electric Vehicle Symposium (EVS26), Los Angeles, USA; 2012.
20. Wardle R, Davison P. Initial load and generation profiles from CLNR monitoring trials; 2012.
21. Neaimeh M, Hill G, Blythe P, Wardle R, Yi J, Taylor P. Integrating smart meter and electric vehicle charging data to predict distribution network impacts. In: Innovative Smart Grid Technologies Europe (ISGT EUROPE), 2013 4th IEEE/PES; 2013. p. 1-5.
22. Department for Transport. Travel National Survey for 2013-Average distance travelled by mode: England, since 1995; 2015. Available at < https://www.gov.uk/government/statistical-data-sets/nts03-modal-comparisons > [accessed January 2015].
23. M. Neaimeh, G. Hill, Y. Hübner, and P. Blythe Routing systems to extend the driving range of electric vehicles IET Intel Transport Syst 7 3 2013 327 336
24. National Statistics Postcode Products. Available at < http://www.ons.gov.uk/ons/guide-method/geography/products/postcode-directories/-nspp-/index.html >.
25. Ingram S, Probert S, Jackson K. The impact of small scale embedded generation on operating parameters of distribution networks. PB Power; 2003.
26. http://www.ipsa-power.com/software.
27. L.L. Grigsby Electric power engineering handbook 2nd ed. 2007 Taylor & Francis Group, LLC Boca Raton (Florida)
28. https://hvdc.ca/.
29. Manitoba HVDC research centre. Users guide: EMTDC transient analysis for PSCAD power system simulation, Version 4.2.0, April 2005.
30. Dommel HW. Digital computer solution of electromagnetic transients in single- and multiphase networks. IEEE Trans Power Apparat Syst 1969; Vol. PAS-88(4).
31. The Electricity Council. Engineering Recommendation P29: Planning limits for voltage unbalance in the United Kingdom, March 1990.
32. Department of Trade and Industry. The electricity safety, quality and continuity regulations. Stationary Office, London, UK; 2002.
33. The European Union. DIRECTIVE 2009/72/EC OF THE EUROPEAN PARLIAMENT AND OF THE COUNCIL of 13 July 2009 concerning common rules for the internal market in electricity and repealing Directive 2003/54/EC; 2009.
34. E. Paffumi, M. De Gennaro, G. Martini, and H. Scholz Assessment of the potential of electric vehicles and charging strategies to meet urban mobility requirements Transport A Transp Sci 11 1 2014 22 60
35. L. Pieltain Fernández, T.G.S. Román, R. Cossent, C.M. Domingo, and P. Frías Assessment of the impact of plug-in electric vehicles on distribution networks IEEE Trans Power Syst 26 1 2011 206 213