Systems and methods are disclosed for optimizing charging protocols across the fleet of electric vehicles over time. In particular, a cloud backend generates one or more alternative or experimental charging protocols by perturbing a baseline charging profile of a baseline charging protocol. The ‘perturbed’ charging protocol(s) are deployed to a subset of the fleet of electric vehicles. As the subset of the fleet of electric vehicles charge their batteries using the perturbed charging protocol(s), the cloud backend observes, based on battery data received from the subset of the fleet of electric vehicles, an impact of the perturbed charging protocol(s) on battery aging and charging times. Based on these battery data, the cloud backend revises and improves the baseline charging protocol that is deployed to the entire fleet of electric vehicles.


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    Titel :

    Electric Vehicle Charging Optimization Through Charging Perturbation Across On-Road EV Fleets


    Beteiligte:
    RAVI NIKHIL (Autor:in) / KLEIN REINHARDT (Autor:in) / SUBBOTIN MAKSIM (Autor:in) / USUBELLI CAMILLE (Autor:in) / SINGH RAVIN (Autor:in)

    Erscheinungsdatum :

    26.12.2024


    Medientyp :

    Patent


    Format :

    Elektronische Ressource


    Sprache :

    Englisch


    Klassifikation :

    IPC:    H02J CIRCUIT ARRANGEMENTS OR SYSTEMS FOR SUPPLYING OR DISTRIBUTING ELECTRIC POWER , Schaltungsanordnungen oder Systeme für die Abgabe oder Verteilung elektrischer Leistung / B60L PROPULSION OF ELECTRICALLY-PROPELLED VEHICLES , Antrieb von elektrisch angetriebenen Fahrzeugen



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