Probabilistic Impact Assessment of Residential Charging of Electric Motorcycles on LV Feeders

被引:0
|
作者
Rhoda, Courtney [1 ]
Bekker, Bernard [1 ]
Chihota, Justice [1 ]
机构
[1] Stellenbosch Univ, Dept Elect & Elect Engn, Cape Town, South Africa
关键词
Rwanda; electric motorcycles; impact assessment; residential charging; stochastic-probabilistic analysis;
D O I
暂无
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
Motorcycles form a popular mode of transport in East African countries, and policies in countries like Rwanda are encouraging a transition to electric motorcycles (EMs). This paper aims to identify the impacts of EM charging on a low voltage residential distribution network in future high uptake scenarios. A stochastic-probabilistic analysis is conducted on a residential network, looking at the effect of EM charging on voltage level, voltage unbalance as well as cable and transformer loading. The Monte Carlo Simulation method is used to account for the randomness in the placement of EMs along the network while the extended Herman Beta transform is used to account for the variability in the residential consumer loads. This paper found transformer overloading to be the limiting factor with regard to EM uptake for the sample network modelled. A sensitivity analysis then highlighted the effects that the feeder properties, transformer size as well as EM and residential load model had on the simulation outcome. The sensitivity analysis found the results most sensitive to the residential load modelling as this affected the transformer loading prior to any EM charging.
引用
收藏
页码:527 / 532
页数:6
相关论文
共 50 条
  • [41] Decentralized Smart Charging of Electric Vehicles in Residential Settings: Algorithms and Predicted Grid Impact
    Sastry, Kartik V.
    Taylor, David G.
    Leamy, Michael J.
    [J]. IEEE TRANSACTIONS ON SMART GRID, 2024, 15 (02) : 1926 - 1938
  • [42] Monitoring Single-Phase LV Charging of Electric Vehicles
    Kuwalek, Piotr
    Wiczynski, Grzegorz
    [J]. SENSORS, 2023, 23 (01)
  • [43] Probabilistic assessment of voltage quality on solar-powered electric vehicle charging station
    Angelim, Jorge Henrique
    Affonso, Carolina de Mattos
    [J]. ELECTRIC POWER SYSTEMS RESEARCH, 2020, 189
  • [44] A Heuristic Charging Cost Optimization Algorithm for Residential Charging of Electric Vehicles
    Hussain, Shahid
    Thakur, Subhasis
    Shukla, Saurabh
    Breslin, John G.
    Jan, Qasim
    Khan, Faisal
    Ahmad, Ibrar
    Marzband, Mousa
    Madden, Michael G.
    [J]. ENERGIES, 2022, 15 (04)
  • [45] The Impact of Electric Vehicle Charging Stations on Power Distribution Grid by Statistical and Probabilistic Simulation
    Keser, Dogukan
    Poyrazoglu, Gokturk
    [J]. 2020 IEEE 2ND GLOBAL POWER, ENERGY AND COMMUNICATION CONFERENCE (IEEE GPECOM2020), 2020, : 143 - 147
  • [46] Scenario analysis of generic feeders to assess the adequacy of residential LV-grids in the coming decades
    Nijhuis, M.
    Gibescu, M.
    Cobben, J. F. G.
    [J]. 2015 IEEE EINDHOVEN POWERTECH, 2015,
  • [47] MetaProbformer for Charging Load Probabilistic Forecasting of Electric Vehicle Charging Stations
    Huang, Xingshuai
    Wu, Di
    Boulet, Benoit
    [J]. IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2023, 24 (10) : 10445 - 10455
  • [48] Voltage modelling of LV feeders with dispersed generation: Probabilistic analytical approach using Beta PDF
    Gaunt, C. T.
    Herman, R.
    Namanya, E.
    Chihota, J.
    [J]. ELECTRIC POWER SYSTEMS RESEARCH, 2017, 143 : 25 - 31
  • [49] Probabilistic Modeling of Electric Vehicle Charging Load for Probabilistic Load Flow
    Kong, Seongbae
    Cho, Hyung-Chul
    Lee, Jong-Uk
    Joo, Sung-Kwan
    [J]. 2012 IEEE VEHICLE POWER AND PROPULSION CONFERENCE (VPPC), 2012, : 1010 - 1013
  • [50] Impact of electric vehicles on low-voltage residential distribution networks: A probabilistic analysis
    Hungbo, Matthias
    Gu, Mingchen
    Meegahapola, Lasantha
    Littler, Timothy
    Bu, Siqi
    [J]. IET SMART GRID, 2023, 6 (05) : 536 - 548