A proposed controller for real-time management of electrical vehicle battery fleet with MATLAB/SIMULINK

被引:3
|
作者
Kiasari, Mahmoud M. [1 ]
Aly, Hamed H. [1 ]
机构
[1] Dalhousie Univ, Dept Elect & Comp Engn, Smart Grid & Green Power Res Lab, Halifax, NS, Canada
基金
加拿大自然科学与工程研究理事会;
关键词
Smart grids; Renewable energy integration; Electric vehicle batteries; MATLAB/Simulink; Real-time management; Bidirectional charging; Vehicle-to-grid (V2G); Grid stability and efficiency; DESIGN;
D O I
10.1016/j.est.2024.113235
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
The proliferation of smart grids (SG) has facilitated the seamless integration of Renewable Energy Sources (REs), such as photovoltaic (PV) systems, into traditional grid infrastructure. As governments strive to mitigate the negative impacts of global warming, investment in these transparent energy sources has surged. This work aims to develop a real-time management system utilizing MATLAB/Simulink for the optimization of charging and discharging of Electrical Vehicle (EV) batteries, thereby enhancing their role as auxiliary power sources. The key objectives are power consumption reduction, grid stability improvement, and bidirectional vehicle-to-grid (V2G) and grid-to-vehicle (G2V) power flow. The proposed simulation addresses critical challenges such as voltage and frequency regulations, power loss, and harmonic distortion. By the usage of commercial data, the model considers flexibility for EV owners based on their preferences and represents the power consumption of four EV batteries and four households. Key findings demonstrate that the system effectively maximized the utilization of EV batteries, and voltage regulation, leading to a significant enhancement in grid efficiency and stability besides the significant amount of total power consumption reduction in comparison to uncontrolled condition charging. Moreover, the modified system supports the integration of other distributed energy sources, such as energy storage systems and demand-side management strategies. This paper provides a robust solution for enhancing grid performance with better sustainability through advanced EV battery management.
引用
收藏
页数:15
相关论文
共 50 条
  • [21] Real-Time Optimal Energy Management Controller for Electric Vehicle Integration in Workplace Microgrid
    Lakshminarayanan, Venkateswaran
    Chemudupati, Venkata Gowtam S.
    Pramanick, Sumit Kumar
    Rajashekara, Kaushik
    IEEE TRANSACTIONS ON TRANSPORTATION ELECTRIFICATION, 2019, 5 (01) : 174 - 185
  • [22] Modeling and Simulation of Battery-powered Electric Vehicle on MATLAB/Simulink
    Inoue, Yu
    Kosaka, Takashi
    Matsumori, Hiroaki
    Matsui, Nobuyuki
    2021 24TH INTERNATIONAL CONFERENCE ON ELECTRICAL MACHINES AND SYSTEMS (ICEMS 2021), 2021, : 694 - 698
  • [23] Modelling and Simulation of Battery Electric Vehicle by Using MATLAB-Simulink
    Abulifa, A. A.
    Ahmad, R. K. Raja
    Soh, A. Che
    Radzi, M. A. M.
    Hassan, M. K.
    PROCEEDINGS OF THE 2017 IEEE 15TH STUDENT CONFERENCE ON RESEARCH AND DEVELOPMENT (SCORED), 2017, : 383 - 387
  • [24] Enhanced Identification of Battery Models for Real-Time Battery Management
    Sitterly, Mark
    Wang, Le Yi
    Yin, G. George
    Wang, Caisheng
    IEEE TRANSACTIONS ON SUSTAINABLE ENERGY, 2011, 2 (03) : 300 - 308
  • [25] PLANNING SUPPORT FOR REAL-TIME FLEET MANAGEMENT OF ROAD TRANSPORTATION
    SCHRIJVER, PR
    SOL, HG
    IFIP TRANSACTIONS A-COMPUTER SCIENCE AND TECHNOLOGY, 1992, 9 : 115 - 132
  • [26] Unified Framework for Rapid Prototyping of Linux based Real-Time Controllers with Matlab and Simulink
    Oftadeh, Reza
    Aref, Mohammad M.
    Ghabcheloo, Reza
    Mattila, Jouni
    2012 IEEE/ASME INTERNATIONAL CONFERENCE ON ADVANCED INTELLIGENT MECHATRONICS (AIM), 2012, : 274 - 279
  • [27] Real-Time control of a Modular Multilevel Converter via MATLAB/Simulink and EtherCAT fieldbus
    Fey, Jan-Henrik
    Hinrichsen, Frank
    Mallwitz, Regine
    2022 IEEE 13TH INTERNATIONAL SYMPOSIUM ON POWER ELECTRONICS FOR DISTRIBUTED GENERATION SYSTEMS (PEDG), 2022,
  • [28] Real-time communication between MATLAB/Simulink and PLC via process visualization interface
    Pivonka, Petr
    Miksanek, Vojtech
    PROCEEDINGS OF THE 11TH WSEAS INTERNATIONAL CONFERENCE ON SYSTEMS, VOL 2: SYSTEMS THEORY AND APPLICATIONS, 2007, : 28 - +
  • [29] Real-Time Simulation of Electric Vehicle Battery Charging Systems
    Bao, Li
    Fan, Lingling
    Miao, Zhixin
    2018 NORTH AMERICAN POWER SYMPOSIUM (NAPS), 2018,
  • [30] Real-Time Battery Thermal Management for Electric Vehicles
    Kim, Eugene
    Shin, Kang G.
    Lee, Jinkyu
    2014 ACM/IEEE INTERNATIONAL CONFERENCE ON CYBER-PHYSICAL SYSTEMS (ICCPS), 2014, : 72 - 83