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- W2897464147 abstract "Given the rapid rise of electric vehicles (EVs) worldwide, and the ambitious targets set for the near future, the management of large EV fleets must be seen as a priority. Specifically, we study a scenario where EV charging is managed through self-interested EV aggregators who compete in the day-ahead market in order to purchase the electricity needed to meet their clients' requirements. In order to reduce electricity costs and lower the impact on electricity markets, a centralised bidding coordination framework has been proposed in the literature, using a trusted black-box coordinator. In order to improve privacy and limit the need for the coordinator, we propose a reformulation of the coordination framework as a decentralised algorithm, employing the Alternating Direction Method of Multipliers (ADMM). We test the resulting algorithm in a realistic scenario with real market and driver data from Spain. Finally, we discuss the potential of implementing the proposed coordination algorithm in a blockchain, providing transparency and anti-tampering guarantees." @default.
- W2897464147 created "2018-10-26" @default.
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- W2897464147 date "2018-07-10" @default.
- W2897464147 modified "2023-09-26" @default.
- W2897464147 title "Decentralised coordination of electric vehicle aggregators" @default.
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