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Fuzzy-Based Model Predictive Control for Bidirectional Charging of EV: An Adaptive Weighting Factor Algorithm

  • Tingting He
  • , Mingli Wu
  • , Dylan Dah Chuan Lu
  • , Shuo Wang
  • , Jianguo Zhu
  • Beijing Jiaotong University
  • University of Technology Sydney
  • The University of Sydney

科研成果: 书/报告/会议事项章节 › 会议稿件 › 同行评审

摘要

Model predictive control strategy is an advanced control algorithm for bidirectional active and reactive power flow in electric vehicles. However, tuning the weighting factor is a time-consuming process and its value is constant for various working conditions. To solve this problem, fuzzy control is applied to generate an adaptive weighting factor to meet all unexpected requirements. A two-stage bidirectional charger is built in Matlab/Simulink with the proposed fuzzy model predictive control. Simulation results show that dynamic performance can be achieved in the proposed method. The total harmonic distortion of the grid current is limited to 5%. The weighting factor can be adjusted online according to different demands. No tuning procedure of the weighting factor is required.

源语言英语
主期刊名2023 International Future Energy Electronics Conference, IFEEC 2023
出版商Institute of Electrical and Electronics Engineers Inc.
页284-287
页数4
ISBN(电子版)9798350339888
DOI
出版状态已出版 - 2023
活动6th International Future Energy Electronics Conference, IFEEC 2023 - Sydney, 澳大利亚
期限: 20 11月 2023 → 23 11月 2023

丛书

姓名2023 International Future Energy Electronics Conference, IFEEC 2023

会议

会议6th International Future Energy Electronics Conference, IFEEC 2023
国家/地区澳大利亚
市Sydney
时期20/11/23 → 23/11/23

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