Impact of PHEV in active distribution network under gas station network attack

被引:4
作者
Li, Xue [1 ]
Dong, Jing [1 ]
Du, Dajun [1 ]
Wu, Lei [2 ]
Fei, Minrui [1 ]
机构
[1] Shanghai Univ, Shanghai Key Lab Power Stn Automat Technol, Shanghai 200072, Peoples R China
[2] Stevens Inst Technol, Elect & Comp Engn Dept, Hoboken, NJ 07030 USA
基金
美国国家科学基金会;
关键词
Plug-in hybrid electric vehicle (PHEV); Gas station network; Attack; Correlation; Nataf/normalization transformation; Elementary transformation (ET); Point estimate method (PEM); PLUG-IN HYBRID; ELECTRIC VEHICLES; DISTRIBUTION-SYSTEMS; POWER-SYSTEMS; LOAD; OPTIMIZATION; INTEGRATION; MANAGEMENT;
D O I
10.1016/j.isatra.2019.02.024
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper proposes a novel method to analyze the impacts of plug-in hybrid electric vehicle (PHEV) charging on branch power flows and voltages of an active distribution network under gas station network attack. Specifically, when the gas station network is attacked and cannot provide refueling service, PHEVs running out of gasoline will be only driven in the electric vehicle (EV) mode, which will significantly increase PHEV charging load and lead to branch power flow increment and voltage drop or even voltage collapse in distribution network. To overcome the problem, the switch of PHEV operating mode (i.e., the EV mode and the combustion engine (CE) mode) is first analyzed by considering whether the remaining gasoline can satisfy daily gasoline consumption, and based on that, a novel model of the PHEV charging load is constructed. Then, an integrated approach including Nataf/normalization transformation and elementary transformation (ET) is employed to deal with the general correlation of spatially close distributed generations in the active distribution network. Furthermore, point estimate method (PEM) based probabilistic load flow (PLF) is used to analyze the impacts of PHEV charging on branch power flows and voltages of the active distribution network under gas station network attack. Finally, the proposed method is tested on a real coastal active distribution network, and simulation results verify that PHEV charging could result in continuous branch power flow increase and voltage decrease over a prolonged attack time. Moreover, the higher PHEV operating status (OS) leads to slower branch power flow growth and voltage drop, and a higher PHEV penetration level will exacerbate branch power flow increment and voltage limit violation over with the extension of the attack. (C) 2019 ISA. Published by Elsevier Ltd. All rights reserved.
引用
收藏
页码:192 / 203
页数:12
相关论文
共 51 条
  • [1] Fuzzy Load Modeling of Plug-in Electric Vehicles for Optimal Storage and DG Planning in Active Distribution Network
    Ahmadian, Ali
    Sedghi, Mahdi
    Aliakbar-Golkar, Masoud
    [J]. IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2017, 66 (05) : 3622 - 3631
  • [2] Optimal WDG planning in active distribution networks based on possibilistic-probabilistic PEVs load modelling
    Ahmadian, Ali
    Sedghi, Mahdi
    Elkamel, Ali
    Aliakbar-Golkar, Masoud
    Fowler, Michael
    [J]. IET GENERATION TRANSMISSION & DISTRIBUTION, 2017, 11 (04) : 865 - 875
  • [3] Emission-economic dispatch of thermal power generation units in the presence of hybrid electric vehicles and correlated wind power plants
    Andervazh, Mohammad-Reza
    Javadi, Shahram
    [J]. IET GENERATION TRANSMISSION & DISTRIBUTION, 2017, 11 (09) : 2232 - 2243
  • [4] [Anonymous], 1996, Probability Theory
  • [5] [Anonymous], 2017, Zambia ICT J., DOI DOI 10.33260/ZICTJOURNAL.V1I1.19
  • [6] Probabilistic Optimal PV Capacity Planning for Wind Farm Expansion Based on NASA Data
    Cao, Yongji
    Zhang, Yi
    Zhang, Hengxu
    Shi, Xiaohan
    Terzija, Vladimir
    [J]. IEEE TRANSACTIONS ON SUSTAINABLE ENERGY, 2017, 8 (03) : 1291 - 1300
  • [7] Chen R, 2018, NEUROCOMPUTING, DOI [10.1016/j.neucom.2018.09.094., DOI 10.1016/J.NEUCOM.2018.09.094.]
  • [8] The Impact of Charging Plug-In Hybrid Electric Vehicles on a Residential Distribution Grid
    Clement-Nyns, Kristien
    Haesen, Edwin
    Driesen, Johan
    [J]. IEEE TRANSACTIONS ON POWER SYSTEMS, 2010, 25 (01) : 371 - 380
  • [9] A Note on the Normalization of Spanish Electricity Spot Prices
    Diaz, Guzman
    Planas, Estefania
    [J]. IEEE TRANSACTIONS ON POWER SYSTEMS, 2016, 31 (03) : 2499 - 2500
  • [10] ADMM-Based Distributed State Estimation of Smart Grid Under Data Deception and Denial of Service Attacks
    Du, Dajun
    Li, Xue
    Li, Wenting
    Chen, Rui
    Fei, Minrui
    Wu, Lei
    [J]. IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2019, 49 (08): : 1698 - 1711