Fuzzy Logic Controller for Dynamic Price Based Charging of Electric Vehicle

被引:0
|
作者
James, Jerin [1 ]
Jasmin, E. A. [1 ]
机构
[1] APJ Abdul Kalam Technol Univ, Govt Engn Coll, Dept Elect & Elect Engn, Trichur 680009, Kerala, India
关键词
Electric vehicles (EV); state of charge (SOC); fuzzy logic controller(FLC); real time pricing scheme(RTP);
D O I
10.1109/IPRECON55716.2022.10059468
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Future transportation sector prefers use of electric vehicles (EVs) to reduce CO2 emission and fuel consumption. But large scale integration and uncoordinated charging of electric vehicles will have a negative impact on grid performance, especially during peak periods. Therefore, a coordinated control technique is required to manage EV battery charging and discharging. Many techniques, including PI control, model predictive control, adaptive control, hysteresis control, droop loop control, and fuzzy logic control, are used to address this problem. Due to the uncertainty in EV charging, fuzzy logic control is chosen over other technologies. In this research work, a novel control mechanism based on a fuzzy logic controller (FLC) is developed to enhance grid performance. This controller is based on real time pricing scheme. Real time pricing (RTP), voltage deviation, and charging requirement are the FLC's inputs parameters, while the charging/discharging rate is the FLC's output parameter. The system was tested in a DC distribution system. This method is applicable to demand side energy management to the grid. RTP based controller compared with time of unit(TOU) based controller. This control approach can meet the charging requirements of EV users, as well as the minimum voltage deviation, EV overloading, and the reduction of emissions.
引用
收藏
页数:7
相关论文
共 50 条
  • [21] Control Strategy in Hybrid Electric Vehicle using Fuzzy Logic Controller
    Majdi, Laila
    Ghaffari, Ali
    Fatehi, Nima
    2009 IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND BIOMIMETICS (ROBIO 2009), VOLS 1-4, 2009, : 842 - +
  • [22] Optimal Regulation Strategy of Electric Vehicle Charging and Discharging Based on Dynamic Regional Dispatching Price
    Yu, Shaohua
    Du, Zhaobin
    Chen, Lidan
    FRONTIERS IN ENERGY RESEARCH, 2022, 10
  • [23] Priority Determination based on Fuzzy Logic for Charging Electric Vehicles
    Odkhuu, Nandinkhuu
    Ahmed, Mohamed A.
    Kim, Young-Chon
    2019 ELEVENTH INTERNATIONAL CONFERENCE ON UBIQUITOUS AND FUTURE NETWORKS (ICUFN 2019), 2019, : 295 - 299
  • [24] A State of Art of Intelligent Fuzzy Logic Controller for the Optimal Controlling of Electric Vehicle
    Saxena, Abhinav
    Majid, Mohd
    INTELLIGENT AND FUZZY SYSTEMS, VOL 3, INFUS 2024, 2024, 1090 : 480 - 487
  • [25] Novel Fuzzy Controller for a Standalone Electric Vehicle Charging Station Supplied by Photovoltaic Energy
    Zaid, Sherif A.
    Albalawi, Hani
    Alatawi, Khaled S.
    El-Rab, Hassan W.
    El-Shimy, Mohamed E.
    Lakhouit, Abderrahim
    Alhmiedat, Tareq A.
    Kassem, Ahmed M.
    APPLIED SYSTEM INNOVATION, 2021, 4 (03)
  • [26] Dynamic time prediction for electric vehicle charging based on charging pattern recognition
    Li, Chunxi
    Fu, Yingying
    Cui, Xiangke
    Ge, Quanbo
    FRONTIERS OF INFORMATION TECHNOLOGY & ELECTRONIC ENGINEERING, 2023, 24 (02) : 299 - 313
  • [27] Solar Powered Charging of Fuzzy Logic Controller (FLC) Strategy with Battery Management System (BMS) Method Used for Electric Vehicle (EV)
    Raj, P. Justin
    Prabhu, V. Vasan
    Krishnakumar, V.
    Anand, M. Clement Joe
    INTERNATIONAL JOURNAL OF FUZZY SYSTEMS, 2023, 25 (07) : 2876 - 2888
  • [28] Solar Powered Charging of Fuzzy Logic Controller (FLC) Strategy with Battery Management System (BMS) Method Used for Electric Vehicle (EV)
    P. Justin Raj
    V. Vasan Prabhu
    V. Krishnakumar
    M. Clement Joe Anand
    International Journal of Fuzzy Systems, 2023, 25 : 2876 - 2888
  • [29] Intelligent Fuzzy Logic Controller for a Solar Charging System
    Huang, Cong-Hui
    Huang, Chung-Chi
    Ou, Ting-Chia
    Lu, Kai-Hung
    Hong, Chih-Ming
    2009 IEEE/ASME INTERNATIONAL CONFERENCE ON ADVANCED INTELLIGENT MECHATRONICS, VOLS 1-3, 2009, : 1405 - +
  • [30] A Fuzzy Logic Based Charging Scheme for Electric Vechicle Parking Station
    Yao, Leehter
    Damiran, Zolboo
    Lim, Wei Hong
    2016 IEEE 16TH INTERNATIONAL CONFERENCE ON ENVIRONMENT AND ELECTRICAL ENGINEERING (EEEIC), 2016,