Distributed control based on the consensus algorithm for the efficient charging of electric vehicles

被引:9
|
作者
Sobrinho, Dario Macedo [1 ]
Almada, Janaina Barbosa [2 ]
Tofoli, Fernando Lessa [3 ]
Leao, Ruth Pastora Saraiva [1 ]
Sampaio, Raimundo Furtado [1 ]
机构
[1] Univ Fed Ceara, Dept Elect Engn, Fortaleza, Brazil
[2] Univ Int Integrat Afro Brazilian Lusophony, Inst Engn & Sustainable Dev, Redencao, Brazil
[3] Univ Fed Sao Joao del Rei, Dept Elect Engn, Sao Joao Del Rei, Brazil
关键词
Charging stations; Consensus algorithm; Distributed control; Efficient charging; Electric vehicles; STRATEGY; GRIDS;
D O I
10.1016/j.epsr.2023.109231
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
The massive connection of charging stations for plug-in electric vehicles (EVs) is supposed to bring significant challenges to modern power systems in a near future. In this sense, the development of efficient control and management strategies capable of handling the random arrivals and departures of EVs is a must for ensuring the safe operation of power networks. Given the above, this work proposes a distributed control approach for managing the charging process of EVs while aiming at minimizing the resulting power losses. The strategy relies on defining the number of EVs connected to a charging station in a parking lot based on the battery state of charge (SOC) and the length of stay. For this purpose, a consensus-based algorithm that does only require in-formation changed between neighboring EVs in a distributed approach is adopted. Three case studies comprising distinct amounts of EVs are assessed in detail, also considering that distributed control has low computational burden and communication requirements compared with centralized and decentralized architectures. The results demonstrate that the algorithm is capable of providing the coordinated charging of EVs, while also allowing more EVs to be easily incorporated into the analysis.
引用
收藏
页数:10
相关论文
共 50 条
  • [31] Charging Electric Vehicles from Distributed Solar Generation
    de Silva, Ranil
    Fisk, Keith
    2015 IEEE PES ASIA-PACIFIC POWER AND ENERGY ENGINEERING CONFERENCE (APPEEC), 2015,
  • [32] Development of an Algorithm to Control and Optimize the Coordinated Charging Process of a Group of Electric Vehicles
    Torabi, Roham
    Sabino, Catarina
    Gomes, Alvaro
    2014 EUROPEAN CONFERENCE ON SMART OBJECTS, SYSTEMS AND TECHNOLOGIES (SMART SYSTECH), 2014,
  • [33] An Electric Vehicles Smart Charging Based on Distributed Multi-Agent System
    Zaggaf, Mohammed-Hicham
    Mestari, Mohamed
    Raihani, Abdelhadi
    Qbadou, Mohamed
    INTERNATIONAL JOURNAL OF COMPUTER SCIENCE AND NETWORK SECURITY, 2019, 19 (06): : 141 - 148
  • [34] Optimal Distributed Charging Rate Control of Plug-In Electric Vehicles for Demand Management
    Xu, Yinliang
    IEEE TRANSACTIONS ON POWER SYSTEMS, 2015, 30 (03) : 1536 - 1545
  • [35] Research on charging and discharging control strategy for electric vehicles as distributed energy storage devices
    Zhang, Min
    Yang, Feng
    Zhang, Dongqing
    Tang, Pengcheng
    INTERNATIONAL CONFERENCE ON ENERGY ENGINEERING AND ENVIRONMENTAL PROTECTION (EEEP2017), 2018, 121
  • [36] Distributed Efficient Charging Coordinations for Electric Vehicles under Progressive Second Price Auction Mechanism
    Zou, Suli
    Ma, Zhongjing
    Liu, Xiangdong
    2013 IEEE 52ND ANNUAL CONFERENCE ON DECISION AND CONTROL (CDC), 2013, : 550 - 555
  • [37] Smart Charging Algorithm of Electric Vehicles Considering Dynamic Charging Priority
    Zheng, Yanchong
    Jian, Linni
    2016 IEEE INTERNATIONAL CONFERENCE ON INFORMATION AND AUTOMATION (ICIA), 2016, : 555 - 560
  • [38] An Event-Triggered Dynamic Consensus-Based Adaptive Electric Vehicles Fast Charging Control in an Isolated Microgrid
    Abdelhamid, Mohamed
    Abbasy, Nabil H.
    Abu-Elanien, Ahmed E. B.
    2023 31ST MEDITERRANEAN CONFERENCE ON CONTROL AND AUTOMATION, MED, 2023, : 257 - 262
  • [39] 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.
    ENERGIES, 2022, 15 (04)
  • [40] Optimal Coordinated Charging Strategy for Electric Vehicles at Geographically Distributed Charging Stations
    Kadam, Vishvajit Sudhakar
    Sowmya, R.
    Sankaranarayanan, V
    2019 NATIONAL POWER ELECTRONICS CONFERENCE (NPEC), 2019,