Policy evolution for large scale electric vehicle charging control

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1 Citation (Scopus)

Abstract

In future smart electric grids, the control of electric vehicles' charging processes will be a central aim of demand side management. While this control enables the avoidance of possible critical peak-load values, the optimal coordination with supply from fluctuating renewables offers promising possibilities for power grid operation. Within this work, an optimization approach will be proposed that uses evolutionary optimization for computing performant control-policies for all EVs within a complex system. These policies are able to satisfy the EV users' energy demand on the one hand, while guaranteeing secure operation of the power grid on the other hand. Considering a high amount of EVs allows further the optimal integration of e-mobility into large-scale distribution networks.

Original languageEnglish
Pages (from-to)59-67
Number of pages9
JournalInternational Conference on Harbour, Maritime and Multimodal Logistics Modelling and Simulation
Volume1
Publication statusPublished - 2012
EventTHE 14TH INTERNATIONAL CONFERENCE ON HARBOR, MARITIME & MULTIMODAL LOGISTICS MODELLING AND SIMULATION - Wien, Austria
Duration: 19 Sep 201221 Sep 2012

Keywords

  • Electric vehicle charging control
  • Evolutionary optimization
  • Probabilistic power flow
  • Simulation optimization

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