Fractional-Order Active Disturbance Rejection Control with Fuzzy Self-Tuning for Precision Stabilized Platform

被引:4
|
作者
Zhao, Jianjian [1 ]
Zhao, Tao [1 ]
Liu, Nian [1 ]
机构
[1] Sichuan Univ, Coll Elect Engn, Chengdu 610065, Peoples R China
关键词
photoelectric tracking system; fractional-order active disturbance rejection control; fuzzy regulator; disturbance rejection; MIRROR; SYSTEM;
D O I
10.3390/e24111681
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
In this paper, a novel fractional-order active disturbance rejection control with fuzzy self-tuning method (FSFOADRC) is proposed for photoelectric tracking system (PTS). Firstly, aiming at the internal uncertainty of PTS and external disturbance, a fraction-order extended state observer (FOESO) is designed, and the FOESO can transform the plant into a simple form, which greatly simplifies the mathematical model. Secondly, a fuzzy regulator is applied to the proportion-differentiation controller (PD), increasing the flexibility and adaptivity of the controller. In addition, the stability of the whole control system can be guaranteed. Eventually, numerical comparative simulations are implemented to verify the feasibility and superiority of the proposed method. Compared with the integral-order active disturbance rejection control (IOADRC), fractional-order active disturbance rejection control (FOADRC) without the fuzzy regulator and proportion-integration-differentiation (PID) controller, the proposed method performs better with faster response, smaller overshoot, and stronger disturbance suppression capability.
引用
收藏
页数:17
相关论文
共 50 条
  • [41] Multirate Fractional-Order Repetitive Control of Shunt Active Power Filter Suitable for Microgrid Applications
    Xie, Chuan
    Zhao, Xin
    Savaghebi, Mehdi
    Meng, Lexuan
    Guerrero, Josep M.
    Vasquez, Juan C.
    IEEE JOURNAL OF EMERGING AND SELECTED TOPICS IN POWER ELECTRONICS, 2017, 5 (02) : 809 - 819
  • [42] Active vibration control of smart composite plates using optimized self-tuning fuzzy logic controller with optimization of placement, sizing and orientation of PFRC actuators
    Zoric, Nemanja D.
    Tomovic, Aleksandar M.
    Obradovic, Aleksandar M.
    Radulovic, Radoslav D.
    Petrovic, Goran R.
    JOURNAL OF SOUND AND VIBRATION, 2019, 456 : 173 - 198
  • [43] Auto-tuning of PID controller according to fractional-order reference model approximation for DC rotor control
    Alagoz, Baris Baykant
    Ates, Abdullah
    Yeroglu, Celaleddin
    MECHATRONICS, 2013, 23 (07) : 789 - 797
  • [44] Applying the self-tuning fuzzy control with the image detection technique on the obstacle-avoidance for autonomous underwater vehicles
    Fang, Ming-Chung
    Wang, Shun-Ming
    Wu, Mu-Chen
    Lin, Yu-Hsien
    OCEAN ENGINEERING, 2015, 93 : 11 - 24
  • [45] Research on Fuzzy Self-tuning PID Control Method of the United Brake for Electric Vehicle Driven by Hub Motor
    Feng Yong
    Zheng Yao-Jun
    AGRO FOOD INDUSTRY HI-TECH, 2017, 28 (03): : 1679 - 1683
  • [46] An Intelligent Self-Tuning Fuzzy Logic Controller for Pitch Angle Control for a Wind Turbine fed Induction Generator
    Shrinath, K.
    Paramasivam, S.
    Palanisamy, K.
    2017 INNOVATIONS IN POWER AND ADVANCED COMPUTING TECHNOLOGIES (I-PACT), 2017,
  • [47] Finite-Time Active Disturbance Rejection Control Based on High-Order Sliding Mode
    Jin, Jianzhao
    Ge, Suoliang
    2019 IEEE INTERNATIONAL CONFERENCE ON MECHATRONICS AND AUTOMATION (ICMA), 2019, : 1974 - 1979
  • [48] Three-level (NPC) shunt active power filter based on fuzzy logic and fractional-order PI controller
    Ghoudelbourk, Sihem
    Azar, Ahmad Taher
    Dib, Djalel
    INTERNATIONAL JOURNAL OF AUTOMATION AND CONTROL, 2021, 15 (02) : 149 - 169
  • [49] A novel fractional-order type-2 fuzzy control method for online frequency regulation in ac microgrid
    Mohammadzadeh, Ardashir
    Kayacan, Erkan
    ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 2020, 90
  • [50] Active disturbance rejection adaptive precision pointing control for bidirectional stability system of moving all-electric tank
    Yuan, Shusen
    Deng, Wenxiang
    Yao, Jianyong
    Yang, Guolai
    ISA TRANSACTIONS, 2023, 143 : 611 - 621