access icon free Vehicle-for-grid (VfG): a mobile energy storage in smart grid

Vehicle-for-grid (VfG) is introduced as a mobile energy storage system (ESS) in this study and its applications are investigated. Herein, VfG is referred to a specific electric vehicle merely utilised by the system operator to provide vehicle-to-grid (V2G) and grid-to-vehicle (G2V) services. The advantages of VfGs over the ESSs and plug-in electric vehicles (PEVs) include mobility of the VfGs across the distribution system and their complete availability for the system operator, respectively. In this study, VfGs are utilised by the distribution company (DISCO) to minimise the daily operation cost of the distribution system by providing the V2G and G2V services in optimal buses of the feeders. In addition, VfGs are applied by the generation company (GENCO) to minimise the daily operation cost of the generation system by providing the V2G and G2V services at optimal time periods. It is demonstrated that optimal application of VfGs has a considerable potential for cost reduction for both DISCO and GENCO. In fact, the DISCO and GENCO are benefitted because of the minimisation of feeders’ power loss and deferring the expensive generation units, respectively. Additionally, it is proven that cooperation of GENCO and DISCOs in utilisation of the VfGs has more benefit for them.

Inspec keywords: smart power grids; cost reduction; battery powered vehicles; energy storage; power generation planning; power generation economics; power engineering computing; power markets; electric vehicles

Other keywords: optimal application; vehicle-for-grid; vehicle-to-grid; DISCO; daily operation cost; G2V; GENCO; smart grid; mobile energy storage system; generation system; specific electric vehicle; grid-to-vehicle services; distribution system; electric vehicles; VfG; system operator

Subjects: Power system management, operation and economics; Transportation; Optimisation techniques; Optimisation techniques

References

    1. 1)
      • 13. US Environmental Protection (EPA) Agency. Available at https://www.epa.gov/ghgemissions/sources-greenhouse-gas-emissions.
    2. 2)
      • 30. Rahmani-andebili, M.: ‘Optimal power factor for optimally located and sized solar parking lots applying quantum annealing’, Electr. Power Syst. Res., 2016, 132, pp. 115124.
    3. 3)
      • 3. Guneya, M.S., Tepe, Y.: ‘Classification and assessment of energy storage systems’, Renew. Sust. Energy Rev., 2017, 75, pp. 11871197.
    4. 4)
      • 4. Dunn, B., Kamath, H., Tarascon, J.-M.: ‘Electrical energy storage for the grid: a battery of choices’, Science, 2011, 334, (6058), pp. 928935.
    5. 5)
      • 35. Luo, C., Huang, Y., Gupta, V.: ‘Stochastic dynamic pricing for EV charging stations with renewable integration and energy storage’, IEEE Trans. Smart Grid, 2018, 9, (2), pp. 14941505.
    6. 6)
      • 6. Arghandeh, R., Broadwater, R.: ‘Distributed energy storage control for optimal adoption of solar energy in residential networks’. 20th Int. Conf. on Nuclear Engineering and the ASME 2012 Power Conf., Anaheim, California, USA, July 30-August 3, 2012, pp. 489496.
    7. 7)
      • 11. Wann, A., Leahy, P., Reidy, M., et al: ‘Environmental performance of existing energy storage installations’, February 2012. Available at http://www.store-project.eu/documents/results/en_GB/environmental-performance-of-existing-energy-storage-installations.
    8. 8)
      • 32. Kikusato, H., Mori, K., Yoshizawa, S., et al: ‘Electric vehicle charge-discharge management for utilization of photovoltaic by coordination between home and grid energy management systems’, IEEE Trans. Smart Grid, 2018, pp. 112, doi: 10.1109/TSG.2018.2820026.
    9. 9)
      • 43. U.S. energy information administration (EIA). Available at http://www.eia.gov/todayinenergy/detail.cfm?id=9310, accessed October 2015.
    10. 10)
      • 41. Wood, A.J., Wollenberg, B.F.: ‘Power generation, operation, control’ (Wiley, New York, NY, USA, 1984).
    11. 11)
      • 20. Chen, T.D., Kockelman, K.M., Khan, M.: ‘Locating electric vehicle charging stations parking-based assignment method for Seattle, Washington’, Transp. Res. Rec., 2013, 2385, pp. 2836.
    12. 12)
      • 26. Hedegaard, K., Ravn, H., Juul, N., et al: ‘Effects of electric vehicles on power systems in Northern Europe’, Energy, 2012, 48, pp. 356368.
    13. 13)
      • 7. Anonymous: ‘EPRI smart grid resources center’, June 2012, 30 April 2014. Available at http://www.smartgrid.epri.com/Index.aspx.
    14. 14)
      • 24. Rahmani-Andebili, M.: ‘Traffic and grid-based parking lot allocation for PEVs considering driver behavioral model’. Int. Conf. on Computing, Networking and Communications (ICNC), Silicon Valley, USA, January 2017, pp. 2629.
    15. 15)
      • 33. Moghaddam, Z., Ahmad, I., Habibi, D., et al: ‘Smart charging strategy for electric vehicle charging stations’, IEEE Trans. Transp. Electrif., 2018, 4, (1), pp. 7688.
    16. 16)
      • 38. Liu, Z., Wu, Q., Oren, S.S., et al: ‘Distribution locational marginal pricing for optimal electric vehicle charging through chance constrained mixed-integer programming’, IEEE Trans. Smart Grid, 2018, 9, (2), pp. 644654.
    17. 17)
      • 1. Electrical energy storage, White paper, International Electrotechnical Commission, Geneve, 2011. Available at www.iec.ch.
    18. 18)
      • 12. Silver Spring Networks: ‘How the smart grid enables utilities to integrate electric vehicles’, Available at http://www.silverspringnet.com/wp-content/uploads/SilverSpring-Whitepaper-ElectricVehicles.pdf.
    19. 19)
      • 19. Liu, J.: ‘Electric vehicle charging infrastructure assignment and power grid impacts assessment in Beijing’, Energy. Policy., 2012, 51, pp. 544557.
    20. 20)
      • 17. Wirges, J., Linder, S., Kessler, A.: ‘Modelling the development of a regional charging infrastructure for electric vehicles in time and space’, Eur. J. Transp. Infrastruct. Res., 2012, 12, pp. 391416.
    21. 21)
      • 28. Leemput, N., Geth, F., Roy, J.V., et al: ‘Reactive power support in residential LV distribution grids through electric vehicle charging’, Sustain. Energy Grids Netw., 2015, 3, pp. 2435.
    22. 22)
      • 2. Wagner, L.: ‘Overview of energy storage methods’, 2017. Available athttp://www.moraassociates.com/publications/0712%20Energy%20storage.pdf.
    23. 23)
      • 40. Brown, R.E.: ‘Electric power distribution reliability’ (Marcel Dekker, New York, NY, USA, 2002).
    24. 24)
      • 27. Yong, J.Y., Ramachandaramurthy, V.K., Miao, K., et al: ‘Bi-directional electric vehicle fast charging station with novel reactive power compensation for voltage regulation’, Int. J. Electr. Power Energy Syst., 2015, 64, pp. 300310.
    25. 25)
      • 9. http://www.axiscapital.com/en-us/insurance-site/Documents/RCG%20Battery%20Storage%20Report%20FINAL.PDF.
    26. 26)
      • 10. Anonymous: ‘Buildings and climate change, summary for decision-makers. UNBE sustainable buildings & climate initiative (SBCI)’, 2017. Available at http://www.unep.org/sbci/pdfs/SBCI-BCCSummary.pdf.
    27. 27)
      • 16. Kiviluoma, J., Meibom, P.: ‘Methodology for modelling plug-in electric vehicles in the power system and cost estimates for a system with either smart or dumb electric vehicles’, Energy, 2011, 36, pp. 17581767.
    28. 28)
      • 36. Bin Humayd, A.S., Bhattacharya, K.: ‘A novel framework for evaluating maximum PEV penetration into distribution systems’, IEEE Trans. Smart Grid, 2018, 9, (4), pp. 27412751.
    29. 29)
      • 5. Carnegie, R., Gotham, D., Nderitu, D., et al: ‘Utility scale energy storage systems’. State Utility Forecasting Group Report, June 2013.
    30. 30)
      • 37. Melo, D.F.R., Trippe, A., Gooi, H.B., et al: ‘Robust electric vehicle aggregation for ancillary service provision considering battery aging’, IEEE Trans. Smart Grid, 2018, 9, (3), pp. 17281738.
    31. 31)
      • 21. Oliveira, D.Q., Zambroni de Souza, A.C., Delboni, L.F.N.: ‘Optimal plug-in hybrid electric vehicles recharge in distribution power systems’, Electr. Power Syst. Res., 2013, 98, pp. 7785.
    32. 32)
      • 42. Simopoulos, D.N., Kavatza, S.D., Vournas, C.D.: ‘Reliability constrained unit commitment using simulated annealing’, IEEE Trans. Power Syst., 2006, 21, pp. 16991706.
    33. 33)
      • 8. Duong Quoc, H., Mithulananthan, N.: ‘Community energy storage and capacitor allocation in distribution systems’. 21st Australasian Universities Power Engineering Conf. (AUPEC), Brisbane, QLD, Australia, 15 December 2011, pp. 16.
    34. 34)
      • 23. Rahmani-Andebili, M., Fotuhi-Firuzabad, M.: ‘An adaptive approach for PEVs charging management and reconfiguration of electrical distribution system penetrated by renewables’, IEEE Trans. Ind. Inf., 2018, 14, (5), pp. 20012010.
    35. 35)
      • 25. Rahmani-andebili, M., Venayagamoorthy, G.K.: ‘Smartpark placement and operation for improving system reliability and market participation’, Electr. Power Syst. Res., 2015, 123, pp. 2130.
    36. 36)
      • 34. Rahmani-Andebili, M., Fotuhi Firuzabad, M., Moeini-Aghtaie, M.: ‘Optimal incentive plans for plug-in electric vehicles’, in Shahnia, F., Arefi, A., Ledwich, G. (Eds.): ‘Electric distribution network planning’ (Springer, Singapore, 2018), pp. 299320.
    37. 37)
      • 18. Antunes, A.P., Gonçalves, G., Ribeiro, A., et al: ‘Optimal location of charging stations for electric vehicles in a neighborhood in Lisbon, Portugal’, Transp. Res. Rec., 2011, 2252, pp. 9198.
    38. 38)
      • 29. Rahmani-andebili, M.: ‘Spinning reserve supply with presence of plug-in electric vehicles aggregator considering compromise between cost and reliability’, IET Gener. Transm. Distrib., 2013, 7, pp. 14421452.
    39. 39)
      • 22. Sortomme, E., Hindi, M., MacPherson, S., et al: ‘Coordinated charging of plugin hybrid electric vehicles to minimize distribution system losses’, IEEE Trans. Smart Grid, 2011, 2, pp. 198205.
    40. 40)
      • 14. Available at http://theconversation.com/affordable-batteries-for-green-energy-are-closer-than-we-think-28772.
    41. 41)
      • 39. Plant Engineering. Available at http://www.plantengineering.com/single-article/standby-generation-as-a-profit-center/8b89d678a69c3a74703e8cf9b0179e7f.html.
    42. 42)
      • 15. Kempton, W., Udo, V., Huber, K., et al: ‘A test of vehicle-to-grid (V2G) for energy storage and frequency regulation in the PJM system’ (University of Delaware, Newark, DE, 2008).
    43. 43)
      • 31. Kazemi, M.A., Sedighizadeh, M., Mirzaei, M.J., et al: ‘Optimal siting and sizing of distribution system operator owned EV parking lots’, Appl. Energy, 2016, 179, pp. 11761184.
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