20.500.12556/DKUM-86121 Energy consumption and grid interaction analysis of electric vehicles based on particle swarm optimisation method Analiza porabe energije in interakcija omrežja z električnimi vozili na podlagi metode optimizacije z rojem delcev The widespread adoption of electric vehicles poses certain challenges to the distribution grid, which refers to the network of power lines, transformers, and other infrastructure that delivers electricity from power plants to consumers. This higher demand can strain the distribution grid, particularly in areas with a high concentration of electric vehicles. Grid operators need to ensure that the grid infrastructure can handle this additional load and prevent overloading and consequences in terms of additional losses. As part of the task, a methodology was developed for the assessment of the electricity consumption of battery electric vehicles in Slovenia. The approach used for the calculation includes the number of electric cars, average consumption, distance travelled and efficiency of the system. Additionally, the results of the modelling approach for an integrated distribution grid model in terms of steady-state simulations are presented. The regular situation of the power losses within the distribution grid is managed together with an optimal result. In this sense, an application of the particle swarm optimisation-based strategy is suggested to minimise reliance on grid systems. electric vehicles distribution grid optimisation power losses električna vozila distribucijsko omrežje optimizacija izgube moči true false true Molecular Diversity Preservation International (MDPI) Angleški jezik Slovenski jezik https://www.mdpi.com/journal/energies Članek v reviji 2023-10-10 13:43:22 2023-10-10 14:52:10 2024-05-22 08:59:04 0000-00-00 00:00:00 2023 0 Basel 0 15 str. Št. 14, 5393 Letn. 16 2023 0000-00-00 Zaloznikova Objavljeno NiDoloceno 2023-06-21 2023-07-13 2023-07-14 629.331:621.8.037 158941699 10.3390/en16145393 1996-1073 Energy_consumption_and_grid_interaction_analysis_Dezelak_2023.pdf Energy_consumption_and_grid_interaction_analysis_Dezelak_2023.pdf 1 DA2D60E336E8548F8D3C6A5804F746E7 bba1f7f469967da278373a2045487525b92971a1e3e07164ef9fa3466d3ea6ec da80b24c-6765-11ee-a522-00155d000105 https://dk.um.si/Dokument.php?lang=slv&id=173451 https://www.mdpi.com/1996-1073/16/14/5393 1 3995c3f2-6762-11ee-a522-00155d000105 https://dk.um.si/Dokument.php?lang=slv&id=173449 Fakulteta za energetiko Fakulteta za elektrotehniko, računalništvo in informatiko 0 0 0