e-Prime - Advances in Electrical Engineering Electronics and Energy · 2024 · 11 citations · 31 references
EngineeringAutomotive EngineeringElectrical EngineeringEnergy SystemsRenewable Energy IntegrationRenewable Energy SystemsDistributed Energy ResourcesElectricity Load ManagementEnergy Management SystemsEnergy StorageEnergy Storage IntegrationSmart Grid SystemsCharging Load ManagementElectric Vehicle Charging StationsFast Charging NetworksPower Flow AnalysisPower Flow ControlPower Flow ManagementRadial NetworkReal-time Energy Management
As the demand for electric vehicles (EVs) increases in all countries, automobile companies are launching different types of EVs. Installation of EVCS in the present power system network without modification can cause an extra burden on the present network. However, this extra burden can be reduced if EVCS gets a supply of renewable energy resources. This paper proposes energy management schemes by installing a photo-voltaic distributed generator (PV-DG) and energy storage system (ESS) at an EVCS. An IEEE-33 bus system for the Saudi Arabia United Kingdom rural location has been selected to introduce real-time energy management schemes. In this radial distribution network (RDN), three EVCS of different capacities are installed at different locations to maintain the stability of the network. The power flow program is used in the MATLAB environment to check the stability of the network. Accurate solar data, traffic patterns, and EV charging patterns in Saudi Arabia are collected and used for energy management at EVCS. Three cases are used for comparison: EVCS annual charges, EVCS annual benefits, and grid annual fuel charges. All proposed cases are also simulated in MATLAB using MATPOWER6 to check the impact on voltage profile and power line flows.
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Energy Management Strategy for a Hybrid Electric Vehicle Based on Deep Reinforcement Learning
Yue Hu, Weimin Li, Kun Xu et al. · Applied Sciences · 2018 · 267 citations · Full text