Research on Application of Boost Converter Based on Data-driven Full-format Model-free Adaptive Controller

被引:0
|
作者
He Lihong [1 ]
Li Ke [2 ]
Wang Hongyu [3 ]
机构
[1] Northeastern Univ, Informat Sci & Engn Coll, Shenyang 110819, Peoples R China
[2] Shenyang Municipal Publ Secur Bur, Shenyang 110002, Peoples R China
[3] Shenyang SIASUN Robot & Automat Co Ltd, Shenyang 110179, Peoples R China
关键词
Data driven; PID; Boost converter; Full-format model-free;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
During applications of DC-DC converters, it was found that the poor control accuracy is usually caused by the model mismatch which may come from the circuit parameters changes. In this paper we propose the method with data-driven model-free adaptive controller and applied it to the Boost converter. Comparing the data-driven model-free adaptive control with the PID control, The experimental result shows, the data-driven full-format model-free adaptive controller has more stable accuracy and is more capable of anti-interference, robustness and anti-mismatch.
引用
收藏
页码:464 / 467
页数:4
相关论文
共 50 条
  • [21] Data-driven wide-area damping controller design based on improved model-free adaptive control for interconnected power systems
    Li, Haotian
    Liu, Fang
    Liu, Yongfeng
    Fan, Zhen
    2022 34TH CHINESE CONTROL AND DECISION CONFERENCE, CCDC, 2022, : 1301 - 1306
  • [22] Improved Data-Driven Model-Free Adaptive Damping Controller Design for Interconnected Power Systems With Stochastic Communication Delays
    Liu, Fang
    Li, Haotian
    Liu, Qianyi
    Liu, Kang-Zhi
    Li, Danyun
    IEEE TRANSACTIONS ON POWER DELIVERY, 2023, 38 (01) : 692 - 702
  • [23] Data-Driven Model-Free Adaptive Sliding Mode Control Based on FFDL for Electric Multiple Units
    Zhou, Liang
    Li, Zhongqi
    Yang, Hui
    Fu, Yating
    Yan, Yue
    APPLIED SCIENCES-BASEL, 2022, 12 (21):
  • [24] Model-free Data-Driven inference in computational mechanics
    Prume, E.
    Reese, S.
    Ortiz, M.
    COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING, 2023, 403
  • [25] Model-free Data-Driven viscoelasticity in the frequency domain
    Salahshoor, Hossein
    Ortiz, Michael
    COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING, 2023, 403
  • [26] Practical issues in data-driven model-free adaptive control for an omnidirectional mobile manipulator☆
    Ren, Chao
    Zhang, Jingyi
    Hu, Liang
    Ma, Shugen
    ISA TRANSACTIONS, 2023, 142 : 615 - 625
  • [27] DATA-DRIVEN MODEL-FREE ADAPTIVE SLIDING MODE ATTITUDE CONTROL OF COMBINED SPACECRAFT
    Lyu, Yueyong
    Sun, Zhaowei
    Gao, Han
    Liu, Yuhan
    SPACEFLIGHT MECHANICS 2019, VOL 168, PTS I-IV, 2019, 168 : 4153 - 4162
  • [28] Robust data-driven model-free adaptive control to uncertainties and disturbances for NARMAX systems
    Heydari, Mohsen
    Novinzadeh, Alireza B.
    Tayefi, Morteza
    TRANSACTIONS OF THE INSTITUTE OF MEASUREMENT AND CONTROL, 2024,
  • [29] Data-driven model-free adaptive sliding mode control for electromagnetic linear actuator
    Gu, Chaofan
    Tan, Cao
    Li, Bo
    Lu, Jiayu
    Wang, Geng
    Chi, Xuwen
    JOURNAL OF MICROMECHANICS AND MICROENGINEERING, 2022, 32 (05)
  • [30] Data-driven Model-Free Adaptive Control Tuned by Virtual Reference Feedback Tuning
    Roman, Raul-Cristian
    Radac, Mircea-Bogdan
    Precup, Radu-Emil
    Petriu, Emil M.
    ACTA POLYTECHNICA HUNGARICA, 2016, 13 (01) : 83 - 96