467
Views
5
CrossRef citations to date
0
Altmetric
Original Articles

Probabilistic Modeling and Statistical Analysis of Aggregated Electric Vehicle Charging Station Load

Pages 2311-2324 | Received 02 Oct 2014, Accepted 25 Jul 2015, Published online: 21 Oct 2015

References

  • Chan, C.C., and Wong, Y.S., “Electric vehicles charge forward,” IEEE Power Energy Mag., . 2, No. 6, pp. 24–33, Nov./Dec.2004.
  • King, D., “December alt-fuel sales solid with strong Ford C-Max, Nissan Leaf demand,” 2013, available at: http://green.autoblog.com/2013/01/07/december-2012-alt-fuel-vehi-cle-sales/
  • Ungar, E., and Fell, K., “Plug in, turn on, and load up,” IEEE Power Energy Mag., . 8, No. 3, pp. 30–35, May/Jun. 2010.
  • Kintner-Meyer, M., Schneider, K., and Pratt, R., “Impacts assessment of plug-in hybrid vehicles on electric utilities and regional U.S. power grids. Part 1: Technical analysis,” pp. 10–11, Nov. 2007.
  • Meliopoulos, S., Meisel, J., Cokkinides, G., and Overbye, T., “Power system level impacts of plug-in hybrid vehicles,” 2009, available at: http://www.pserc.wisc.edu/documents/publications/reports/
  • Dyke, K.J., Schofield, N., and Barnes, M., “The impact of transport electrification on electrical networks,” IEEE Trans. Ind. Electron., . 57, No. 12, pp. 3917–3926, Dec.2010.
  • Shao, S., Pipattanasomporn, M., and Rahman, S., “Grid integration of electric vehicles and demand response with customer choice,” IEEE Trans. Smart Grid, . 3, No. 1, pp. 543–550, Mar. 2012.
  • Jin, C., Tang, J., and Ghosh, P., “Optimizing electric vehicle charging with energy storage in the electricity market,” IEEE Trans. Smart Grid, . 1, No. 4, pp. 311–320, Mar. 2013.
  • Ashtari, A., Bibeau, E., Shahidinejad, S., and Molinski, T., “PEV charging profile prediction and analysis based on vehicle usage data,” IEEE Trans. Smart Grid, . 3, No. 1, pp. 341–350, Mar. 2012.
  • Darabi, Z., and Ferdowsi, M., “Aggregated impact of plug-in hybrid electric vehicles on electricity demand profile,” IEEE Trans. Sust. Energy, . 2, No. 4, pp. 501–508, Oct. 2011.
  • Lojowska, A., Kurowicka, D., Papaefthymiou, G., and van der Sluis, L., “Stochastic modeling of power demand due to EVs using copula,” IEEE Trans. Power Syst., . 27, No. 4, pp. 1960–1968, Nov. 2012.
  • Liu, Z., and Wu, Q., “EV charging analysis based on the national travel surveys of the nordic area,” Proc. IEEE PES General Meeting, National Harbor, MD, 27–31 July 2014.
  • Zhou, N., Xiong, X., and Wang, Q., “Probability model and simulation method of electric vehicle charging load on distribution network,” Electr. Power Compon. Syst., . 42, No. 9, pp. 879–888, May 2014.
  • Bae, S., and Kwasinski, A., “Spatial and temporal model of electric vehicle charging demand,” IEEE Trans. Smart Grid, . 3, No. 1, pp. 394–403, Mar. 2012.
  • Li, G., and Zhang, X., “Modeling of plug-in hybrid electric vehicle charging demand in probabilistic power flow calculations,” IEEE Trans. Smart Grid, . 3, No. 1, pp. 492–499, Mar. 2012.
  • Vlachogiannis, J.G., “Probabilistic constrained load flow considering integration of wind power generation and electric vehicles,” IEEE Trans. Power Syst., . 24, No. 4, pp. 1808–1817, Dec. 2009.
  • Gong, Q., Midlam-Mohler, S., Marano, V., and Rizzoni, G., “Study of PEV charging on residential distribution transformer life,” IEEE Trans. Smart Grid, . 3, No. 1, pp. 404–412, Mar. 2012.
  • Alizadeh, M., Scaglione, A., Davies, J., and Kurani, K.S., “A scalable stochastic model for the electricity demand of electric and plug-in hybrid vehicles,” IEEE Trans. Smart Grid, . 5, No. 2, pp. 848–860, Mar. 2014.
  • EV project documents,” 2013, available at: http://www.theevproject.com/documents.php
  • Overview,” 2013, avaliable at: http://www.theevproject.com/overview.php
  • Electric vehicle charging infrastructure deployment guidelines for the central Puget Sound area,” 2010, available at: http://www.theevproject.com/documents.php
  • EV rates,” 2013, available at: http://www.sdge.com/clean-energy/ev-rates
  • Dytham, C., Choosing and Using Statistics: A Biologist's Guide, 4th ed., Chichester, UK: Wiley–Blackwell, 2011.
  • Genest, C., Rémillard, B., and Beaudoin, D., “Goodness-of-fit tests for copulas: A review and power study,” Insurance Math. Econom., . 44, pp. 199–213, 2009.
  • Berg, D., “Copula goodness-of-fit testing: An overview and power comparison,” Eur. J. Finance, . 7–8, No. 15, pp. 675–701, 2009.
  • D’Agostino, R.B., and Stephens, M.A., Goodness-of-fit Techniques, New YorkNY: Marcel Dekker, 1986.
  • Mooney, C., Monte Carlo Simulation, Series in Quantitative Applications in Social Sciences. Vol. , Thousand OaksCA: Sage Publications, 1997.
  • Mohr, L.B., Understanding Significance Testing, Series in Quantitative Applications in Social Sciences. Vol. , Thousand OaksCA: Sage Publications, 1990.
  • Peracchi, F., Econometrics, Chichester, UK: John Wiley & Sons, 2001.
  • Chihara, L., and Hesterberg, T., Mathematical Statistics and Resampling with R, HobokenNJ: John Wiley & Sons, 2011.

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.