Unleashing Grid Services Potential of Electric Vehicles for the Volt/VAR Optimization Problem

被引:4
|
作者
Soofi, Arash Farokhi [1 ,2 ]
Manshadi, Saeed D. [2 ]
机构
[1] Univ Calif San Diego, La Jolla, CA 92093 USA
[2] San Diego State Univ, San Diego, CA 92182 USA
关键词
volt/VAR optimization problem; reactive power compensation; smart inverters; DN operation; grid services; POWER ALLOCATION; HIGH-PENETRATION; PLACEMENT; IMPACT; MANAGEMENT; DEPLOYMENT; NETWORKS; CAPACITY; POINTS;
D O I
10.1109/TVT.2023.3284757
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Emerging utilization of Electric Vehicles (EVs) in Distribution Networks (DNs) decreases the power quality in the DN. The main quest of this research is to find out Can EVs and Photovoltaic (PV) systems support the DN and mitigate the voltage magnitude violations due to utilizing high penetration level EV? This article proposes a novel volt/VAR optimization (VVO) model by leveraging the reactive power support of EVs and PVs as Distributed Energy Resources (DERs) for the DN. The proposed VVO model contains the second-order conic relaxed form of the AC power flow equations. Thus, the presented VVO problem is a Mixed-Integer Second-Order Cone Programming (MISOCP) problem. To obtain the ability to support the DN, Smart Inverters (SIs) are utilized to connect EVs and PV systems to the DN. Thus, to add the PV and EV systems to the convexified form of the VVO problem, the P-Q characteristics and the model of SIs working at different operating points are presented based on experimental results. The proposed model of SIs allows the participation of DERs in the reactive power compensation tomitigate voltage issues of DN due to utilizing high penetration level EVs. Besides, the proposed model of SIs enables DERs to increase their dispatchability. The performance of the proposed model is examined in the case studies using the IEEE 33-bus system and the 123-bus system. It is illustrated in the case studies that the solar dispatchability increases by 12% when the proposed volt/VARmodel is utilized for IEEE 33-bus system. Besides, it is illustrated in the case studies that the voltage profile of buses remains in the desired operating range when the proposed model is leveraged, even if the penetration level of EVs increased to 40%.
引用
收藏
页码:14115 / 14126
页数:12
相关论文
共 50 条
  • [21] Utilization of Electric Vehicles for Vehicle-to-Grid Services: Progress and Perspectives
    Ravi, Sai Sudharshan
    Aziz, Muhammad
    ENERGIES, 2022, 15 (02)
  • [22] A Stochastic Model for Simulating the Availability of Electric Vehicles for Services to the Power Grid
    Fluhr, Jonas
    Ahlert, Klaus-Henning
    Weinhardt, Christof
    43RD HAWAII INTERNATIONAL CONFERENCE ON SYSTEMS SCIENCES VOLS 1-5 (HICSS 2010), 2010, : 2139 - +
  • [23] Long-term electric vehicles outlook and their potential impact on electric grid
    Kapustin, Nikita O.
    Grushevenko, Dmitry A.
    Energy Policy, 2020, 137
  • [24] Distribution Grid Services and Flexibility Provision by Electric Vehicles: a Review of Options
    Knezovic, Katarina
    Marinelli, Mattia
    Codani, Paul
    Perez, Yannick
    2015 50TH INTERNATIONAL UNIVERSITIES POWER ENGINEERING CONFERENCE (UPEC), 2015,
  • [25] Long-term electric vehicles outlook and their potential impact on electric grid
    Kapustin, Nikita O.
    Grushevenko, Dmitry A.
    ENERGY POLICY, 2020, 137
  • [26] Mixed-Integer Linear optimization algorithm for Volt/Var Control on a distribution grid with renewable penetration
    Massucco, S.
    Pongiglione, P.
    Saviozzi, M.
    Silvestro, F.
    Rahimi, S.
    2017 6TH INTERNATIONAL CONFERENCE ON CLEAN ELECTRICAL POWER (ICCEP): RENEWABLE ENERGY IMPACT, 2017, : 255 - 261
  • [27] Community Energy Storage Impacts on Smart Grid Adaptive Volt-VAR Optimization of Distribution Networks
    Manbachi, M.
    Farhangi, H.
    Palizban, A.
    Arzanpour, S.
    2016 IEEE 7TH INTERNATIONAL SYMPOSIUM ON POWER ELECTRONICS FOR DISTRIBUTED GENERATION SYSTEMS (PEDG), 2016,
  • [28] A novel Volt-VAR Optimization engine for smart distribution networks utilizing Vehicle to Grid dispatch
    Manbachi, Moein
    Farhangi, Hassan
    Palizban, Ali
    Arzanpour, Siamak
    INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2016, 74 : 238 - 251
  • [29] Applying Full MILP Model to Volt-Var Optimization Problem for MV Distribution Networks
    Rahimi, S.
    Massucco, S.
    Silvestro, F.
    Hesamzadeh, M. R.
    Tohidi, Y.
    2014 IEEE PES INNOVATIVE SMART GRID TECHNOLOGIES CONFERENCE EUROPE (ISGT EUROPE), 2014,
  • [30] Integration of electric vehicles in smart grid: A review on vehicle to grid technologies and optimization techniques
    Tan, Kang Miao
    Ramachandaramurthy, Vigna K.
    Yong, Jia Ying
    RENEWABLE & SUSTAINABLE ENERGY REVIEWS, 2016, 53 : 720 - 732