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Optimized energy management for large organizations utilizing an on-site PHEV fleet, storage devices and renewable electricity generation

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Abstract

This paper focuses on the daily electricity management problem for organizations with a large number of employees working within a relatively small geographic location. The organization manages its electric grid including limited on-site energy generation facilities, energy storage facilities, and plug-in hybrid electric vehicle (PHEV) charging stations installed in the parking lots. A mixed integer linear program (MILP) is modeled and implemented to assist the organization in determining the temporal allocation of available resources that will minimize energy costs. We consider two cost compensation strategies for PHEV owners: (1) cost equivalent battery replacement reimbursement for utilizing vehicle to grid (V2G) services from PHEVs; (2) gasoline equivalent cost for undercharging of PHEV batteries. Our case study, based on the Oak Ridge National Laboratory (ORNL) campus, produced encouraging results and substantiates the importance of controlled PHEV fleet charging as opposed to uncontrolled charging methods. We further established the importance of realizing V2G capabilities provided by PHEVs in terms of significantly reducing energy costs for the organization.

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References

  1. Hopper, N., Goldman, C., Neenan, B.: Not all large customers are made alike: disaggregating response to default-service day-ahead market pricing. In: Proceedings of the 2006 ACEEE Summer Study on Energy Efficiency in Buildings, LBNL-59629, August (2006)

    Google Scholar 

  2. Shiau, C.-S.N., Samaras, C., Hauffe, R., Michalek, J.J.: Impact of battery weight and charging patterns on the economic and environmental benefits of plug-in hybrid vehicles. Energy Policy 37, 2653–2663 (2009)

    Article  Google Scholar 

  3. Galus, M., Waraich, R.A., Balmer, M., Andersson, G., Axhausen, K.W.: A framework for investigating the impact of PHEVs. ETH, Swiss Federal Institute of Technology, IVT Institute for Transport Planning and Systems (2009)

  4. Hadley, S.W., Tsvetkova, A.: Potential impacts of plug-in hybrid electric vehicles on regional power generation. ORNL/TM-2007/150, Oak Ridge National Laboratory (2008)

  5. Elgowainy, A., Burnham, A., Wang, M., Molburg, J., Rousseau, A.: Well-to-wheels energy use and greenhouse gas emissions analysis of plug-in hybrid electric vehicles. March 2009, ANL/ESD/09-2. Argonne National Laboratory (2009)

  6. Morrow, K., Karner, D., Francfort, J.: U.S. department of energy vehicle technologies program—advanced vehicle testing activity plug-in hybrid electric vehicle charging infrastructure review. November 2008, INL/EXT-08-15058, Idaho National Laboratory (2008)

  7. Sioshansi, R., Denholm, P.: Emissions impacts and benefits of plug-in hybrid electric vehicles and vehicle to grid services. Environ. Sci. Technol. 43(4), 1199–1204 (2004)

    Article  Google Scholar 

  8. Kempton, W., Letendre, S.E.: Electric vehicles as a new power source for electric utilities. Transp. Res., Part D, Transp. Environ. 2, 157–175 (1997)

    Article  Google Scholar 

  9. Schainker, R.B.: Executive overview: energy storage options for a sustainable energy future. In: IEEE Power Engineering Society General Meeting, vol. 2, pp. 2309–2314 (2004)

    Google Scholar 

  10. Energy Policy Act of 2005, Public Law 109-58, 109th Congress, Aug. 8 (2005)

  11. Royan, L.: The California energy crisis 2000–2001. ERisk case study. http://www.erisk.com/Learning/CaseStudies/CaliforniaPowerCrisis2000.asp (2005)

  12. Kempton, W., Tomić, J.: Vehicle to grid fundamentals: calculating capacity and net revenue. J. Power Sources 144(1), 268–279 (2005)

    Article  Google Scholar 

  13. EPRI: Batteries for electric drive vehicle—status 2005: performance, durability, and cost of advanced batteries for electric, hybrid electric, and plug-in hybrid electric vehicles (2005)

  14. Keha, A.B., de Farias, I.R. Jr., Nemhause, G.L.: Models for representing piecewise linear cost functions. Oper. Res. Lett. 32(1), 44–48 (2004)

    Article  MathSciNet  MATH  Google Scholar 

  15. Vyas, A.D., Ng, H.K., Santini, D.J., Anderson, J.L.: Batteries for electric drive vehicles: evaluation of future characteristics and costs through a Delphi study. In: SAE International Spring Fuels and Lubricants Meeting, Detroit, Michigan, May 5–7 (1997)

    Google Scholar 

  16. Dashora, Y., Barnes, J.W., Pillai, R.S., Combs, T.E., Hilliard, M., Chinthavali, M.S.: The PHEV Charging Infrastructure Planning (PCIP) Problem. Int. J. Emerg. Electr. Power Syst. 11(2), Article 7 (2010)

    Google Scholar 

  17. Pardalos, P.M., Rebennack, S., Pereira, M.V.F., Iliadis, N.A.: Handbook of Power Systems I (2010). doi:10.1007/978-3-642-02493-1

  18. Rebennack, S., Pardalos, P.M., Pereira, M.V.F., Iliadis, N.A.: Handbook of Power Systems II (2010). doi:10.1007/978-3-642-12686-4

  19. Bjørndal, E., Bjørndal, M., Pardalos, P.M., Rönnqvist, M.: Energy, Natural Resources and Environmental Economics (2010). doi:10.1007/978-3-642-12067-1

  20. Kallrath, J., Pardalos, P.M., Rebennack, S., Scheidt, M.: Optimization in the Energy Industry (2009). doi:10.1007/978-3-540-88965-6

  21. Saber, A.Y., Venayagamoorthy, G.K.: Efficient utilization of renewable energy sources by gridable vehicles in cyber-physical energy systems. IEEE Syst. J. 4(3), 285–294 (2010)

    Article  Google Scholar 

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Correspondence to Yogesh Dashora.

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Dashora, Y., Barnes, J.W., Pillai, R.S. et al. Optimized energy management for large organizations utilizing an on-site PHEV fleet, storage devices and renewable electricity generation. Energy Syst 3, 133–151 (2012). https://doi.org/10.1007/s12667-012-0053-1

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  • DOI: https://doi.org/10.1007/s12667-012-0053-1

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