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Real-Time Planning for Smart Charging of Electric Vehicle Fleets

In: Operations Research Proceedings 2018

Author

Listed:
  • Oliver Frendo

    (SAP SE)

  • Nadine Gaertner

    (SAP SE)

Abstract

Numbers of electric vehicles (EVs) are increasing, but undersized connection lines and a lack of charging stations limit how many can be charged concurrently. When this limitation is combined with peaking power demands there is a clear need for smart charging. We present a two-step approach for smart charging that considers phase-wise power assignment. First, a mixed integer linear programming model is used for day-ahead planning. Resulting charging schedules are then used as input for a proposed schedule guided heuristic for real-time planning. Experimental results from simulations show improved fair share among EVs and reduced energy costs.

Suggested Citation

  • Oliver Frendo & Nadine Gaertner, 2019. "Real-Time Planning for Smart Charging of Electric Vehicle Fleets," Operations Research Proceedings, in: Bernard Fortz & Martine LabbĂ© (ed.), Operations Research Proceedings 2018, pages 531-537, Springer.
    • Handle: RePEc:spr:oprchp:978-3-030-18500-8_66
    DOI: 10.1007/978-3-030-18500-8_66
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