Multivariate stochastic modeling of plugin electric vehicles charging profile and grid impact analysis

Sustainable Energy, Grids and Networks - Tập 36 - Trang 101155 - 2023
Asad Tariq1, Syed Ali Abbas Kazmi1, Ghulam Ali1, Ali Hussain Umar Bhatti1
1U.S Pakistan Center for Advanced Studies in Energy (USPCAS-E), National University of Sciences and Technology (NUST), H-12, Islamabad, 44000, Pakistan

Tài liệu tham khảo

Lavieri, 2021 2021 Sabri, 2016, A review on hybrid electric vehicles architecture and energy management strategies, Renew. Sustain. Energy Rev., 53, 1433, 10.1016/j.rser.2015.09.036 Liu, 2015, A review on electric vehicles interacting with renewable energy in smart grid, Renew. Sustain. Energy Rev., 51, 648, 10.1016/j.rser.2015.06.036 Alshahrani, 2019, Electric vehicles beyond energy storage and modern power networks: Challenges and applications, IEEE Access, 7, 99031, 10.1109/ACCESS.2019.2928639 Hodge, 2020 Liu, 2020, Stochastic scheduling of a renewable-based microgrid in the presence of electric vehicles using modified harmony search algorithm with control policies, Sustain. Cities Soc., 59 Uddin, 2020, Pakistan’s national electric vehicle policy: Charging towards the future, Int. Counc. Clean Transp., 10 Fathabadi, 2017, Novel grid-connected solar/wind powered electric vehicle charging station with vehicle-to-grid technology, Energy, 132, 1, 10.1016/j.energy.2017.04.161 Su, 2019, Modelling of large-scale electric vehicles charging demand: A New Zealand case study, Electr. Power Syst. Res., 167, 171, 10.1016/j.epsr.2018.10.030 Daina, 2017, Modelling electric vehicles use: a survey on the methods, Renew. Sustain. Energy Rev., 68, 447, 10.1016/j.rser.2016.10.005 Mu, 2014, A spatial-temporal model for grid impact analysis of plug-in electric vehicles, Appl. Energy, 114, 456, 10.1016/j.apenergy.2013.10.006 Liang, 2014, Plug-in electric vehicle charging demand estimation based on queueing network analysis, IEEE Power Energy Soc. Gen. Meet., 2014-Octob Ul-Haq, 2018, Probabilistic modeling of electric vehicle charging pattern in a residential distribution network, Electr. Power Syst. Res., 157, 126, 10.1016/j.epsr.2017.12.005 Wang, 2018, Markov Chain Monte Carlo simulation of electric vehicle use for network integration studies, Int. J. Electr. Power Energy Syst., 99, 85, 10.1016/j.ijepes.2018.01.008 J. Su, C.E. Marmaras, E.S. Xydas, Technical and environmental impact of electric vehicles in distribution networks, in: Proc. 2014 Int. Conf. Util. Exhib. Green Energy Sustain. Dev, No. March, ICUE 2014, 2014, pp. 19–21. Dubey, 2015, Electric vehicle charging on residential distribution systems: Impacts and mitigations, IEEE Access, 3, 1871, 10.1109/ACCESS.2015.2476996 Al Essa, 2015, Effects of randomly charging electric vehicles on voltage unbalance in micro grids Shariff, 2016, Probabilistic analysis of electric vehicles charging load impact on residential distributions networks, 1 Gray, 2015, Power quality assessment in distribution systems embedded with plug-in hybrid and battery electric vehicles, IEEE Trans. Power Syst., 30, 663, 10.1109/TPWRS.2014.2332058 Sachan, 2018, Stochastic charging of electric vehicles in smart power distribution grids, Sustain. Cities Soc., 40, 91, 10.1016/j.scs.2018.03.031 Su, 2019, Modelling of large-scale electric vehicles charging demand: A New Zealand case study, Electr. Power Syst. Res., 167, 171, 10.1016/j.epsr.2018.10.030 Schoch, 2018, Enhancing electric vehicle sustainability through battery life optimal charging, Transp. Res. B, 112, 1, 10.1016/j.trb.2018.03.016 Ghahramani, 2018, Energy management of electric vehicles parking in a power distribution network using robust optimization method, J. Energy Manag. Technol., 2, 22 Ghahramani, 2018 B. Ghahramani, 2020, Optimal energy and reserve management of the electric vehicles aggregator in electrical energy networks considering distributed energy sources and demand side management, Electr. Veh. Energy Syst., 211 Wang, 2020, Aggregated electric vehicle load modeling in large-scale electric power systems, IEEE Trans. Ind. Appl., 56, 5796, 10.1109/TIA.2020.2988019 Ahmed, 2022, Multi-area economic emission dispatch for large-scale multi-fueled power plants contemplating inter-connected grid tie-lines power flow limitations, Energy, 261, 10.1016/j.energy.2022.125178 Bhatti, 2021, Development and analysis of electric vehicle driving cycle for hilly urban areas, Transp. Res. D Transp. Environ., 99 Zeb, 2020, Optimal placement of electric vehicle charging stations in the active distribution network, IEEE Access, 8, 68124, 10.1109/ACCESS.2020.2984127 Adegbohun, 2021, High performance electric vehicle powertrain modeling, simulation and validation, Energies, 14, 1, 10.3390/en14051493 Tammi, 2018, Thirty years of electro-hybrid powertrain simulation, IEEE Access, 6, 35250, 10.1109/ACCESS.2018.2850916 Brooker, 2015, FASTSim: A model to estimate vehicle efficiency, cost and performance, SAE Tech. Pap., 2015-April, 10.4271/2015-01-0973 Wu, 2018, Efficiency comparison of electric vehicles powertrains with dual motor and single motor input, Mech. Mach. Theory, 128, 569, 10.1016/j.mechmachtheory.2018.07.003 Khan, 2019, A comparative study to promote interconnected configuration in microgrid for DG penetration at distribution end, 1 Kazmi, 2018, Enhanced voltage stability assessment index based planning approach for mesh distribution systems, Energies, 11, 10.3390/en11051213 Ranjan, 2003, Voltage stability analysis of radial distribution networks, Electr. Power Compon. Syst., 31, 501, 10.1080/15325000390127011 Transformers, 2003