Essays about: "EV charging optimization"

Showing result 1 - 5 of 15 essays containing the words EV charging optimization.

  1. 1. Reinforcement learning for EV charging optimization : A holistic perspective for commercial vehicle fleets

    University essay from KTH/Skolan för industriell teknik och management (ITM)

    Author : Enzo Alexander Cording; [2023]
    Keywords : Deep Reinforcement Learning; EV charging optimization; Artificial Intelligence; Commercial vehicle fleets; Electric vehicles; Deep Reinforcement Learning; optimering av elbilsladdning; artificiell intelligens; kommersiella fordonsflottor; Elektriska fordon;

    Abstract : Recent years have seen an unprecedented uptake in electric vehicles, driven by the global push to reduce carbon emissions. At the same time, intermittent renewables are being deployed increasingly. These developments are putting flexibility measures such as dynamic load management in the spotlight of the energy transition. READ MORE

  2. 2. A Method for Optimizing for Charging Cost in Electric Vehicle Routing

    University essay from Malmö universitet/Institutionen för datavetenskap och medieteknik (DVMT)

    Author : Matthew Lehrer; [2023]
    Keywords : Electric Vehicle Routing; Electric Vehicles; Shortest Path Problem with Constraints; EV; Charging Stations; Cost Optimization;

    Abstract : Adoption of electric vehicles has been restrained by the availability of charging stations and consumer fear of being stranded with a depleted battery, far from the nearest charger. In many areas of the world, charging stations are now widely available and the transition from vehicles with internal combustion engines is accelerating, though still in a fairly early stage. READ MORE

  3. 3. Vehicle to Home and Vehicle to Grid : a study and modeling of the technical system when charging and discharging electric vehicles for households with PV systems

    University essay from Uppsala universitet/Elektricitetslära

    Author : Christine Timm; [2023]
    Keywords : electric vehilce; EV; bidirectional charging; smart charging; smart charging algorithms; optimization; PV;

    Abstract : As the world undertakes global climate goals to lower the emissions of greenhouse gases, more renewable energy sources are introduced in the electrical energy system, and fossil fuel driven combustion engines aims to be replaced by electric vehicles. New problems connected to the transition such as voltage fluctuations, production and consumption mismatch and high peak loads, requires new solutions. READ MORE

  4. 4. Design and control of EV based peer-to-peer energy sharing framework for improving energy performances of building communities

    University essay from Högskolan Dalarna/Institutionen för information och teknik

    Author : Anthony Board; [2023]
    Keywords : C2C; Photovoltaic; Location Coordinated Control; Energy Storage; Electric Vehicle; Power Balance; Peak Reduction; Self-Consumption;

    Abstract : Electric vehicles, which have both energy storage capability and mobility capability, can provide a new solution for electricity sharing between different building communities (i.e., a group of buildings connected with a microgrid). This comes to the community-to-community (C2C) energy sharing network. READ MORE

  5. 5. Electric cars for grid services : A system perspective study of V2G in a future energy system of Sweden and a local perspective study of a commercial car fleet

    University essay from KTH/Skolan för industriell teknik och management (ITM)

    Author : Isak Søgaard Vallinder; Matilda Carlsson; [2022]
    Keywords : Smart charging; V2G; Ancillary services; Energy system modeling; Car Sharing; Sweden; Smart laddning; V2G; Stödtjänster; Energysystemmodellering; Bildelning; Sverige;

    Abstract : One of the biggest challenges of today is to mitigate climate change and adjust our way of living in accordance with sustainability. To reduce the climate impact of the transport sector the electrification of the road transport sector is commonly seen as having a key role to play. READ MORE