Balancing a Rotary Double Inverted Pendulum using Two-loops Adaptive Controller based on Dynamic Inversion Technique

被引:1
作者
Shah, Mohd Heidir Mohd [1 ]
Mehedi, Ibrahim M. [2 ]
Al-Saggaf, Ubaid M. [3 ]
Milyani, Ahmad H. [1 ]
Saad, Nordin B. [4 ]
Yahaya, Nor Zaihar [4 ]
机构
[1] King Abdulaziz Univ, Dept ECE, Jeddah, Saudi Arabia
[2] King Abdulaziz Univ, Dept ECE, CEIES, Jeddah, Saudi Arabia
[3] King Abdulaziz Univ, CEIES, Jeddah, Saudi Arabia
[4] Univ Teknol Petronas, Elec & Electron Engg Dept, Seri Iskandar, Perak, Malaysia
来源
2020 8TH INTERNATIONAL CONFERENCE ON INTELLIGENT AND ADVANCED SYSTEMS (ICIAS) | 2021年
关键词
Adaptive control; non-linear control; dynamic inversion;
D O I
10.1109/ICIAS49414.2021.9642673
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Balancing control of a double inverted pendulum is a great challenge as it is an unstable and non-linear system that requires fast control reaction. In this paper, a dynamic inversion controller is proposed for balancing control of a rotary double inverted pendulum system. The controller consists of two loops where the outer loop is responsible for generating desired position command while the inner loop takes the command to produce the actual control action. The robustness of the controller is added by the introduction of the sliding surface vector function. The effectiveness of the proposed controller is investigated through numerical simulations with two other types of controllers that are also tested for comparison purposes. The results prove that the proposed controller capable of balancing the rotary double inverted pendulum under the influence of disturbances, while comparisons with Sliding Mode Controller (SMC) and Linear Quadratic Regulator (LQR) in various scenarios suggested that the proposed controller was the most consistent controller as opposed to the other two.
引用
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页数:6
相关论文
共 25 条
  • [11] Mandic PD, 2017, CHIN CONT DECIS CONF, P1911, DOI 10.1109/CCDC.2017.7978829
  • [12] Three degrees of freedom rotary double inverted pendulum stabilization by using robust generalized dynamic inversion control: Design and experiments
    Mehedi, Ibrahim M.
    Ansari, Uzair
    AL-Saggaf, Ubaid M.
    [J]. JOURNAL OF VIBRATION AND CONTROL, 2020, 26 (23-24) : 2174 - 2184
  • [13] Stabilization of a double inverted rotary pendulum through fractional order integral control scheme
    Mehedi, Ibrahim Mustafa
    Al-Saggaf, Ubaid M.
    Mansouri, Rachid
    Bettayeb, Maamar
    [J]. INTERNATIONAL JOURNAL OF ADVANCED ROBOTIC SYSTEMS, 2019, 16 (04):
  • [14] Two degrees of freedom fractional controller design: Application to the ball and beam system
    Mehedi, Ibrahim Mustafa
    Al-Saggaf, Ubaid M.
    Mansouri, Rachid
    Bettayeb, Maamar
    [J]. MEASUREMENT, 2019, 135 : 13 - 22
  • [15] Ong K, 2018, FUZZY LOGIC CONTROL
  • [16] Peng R, 2018, INT CONF DIGIT SIG
  • [17] Raj S, 2016, C NONLINEAR SYSTEMS, V16, P18
  • [18] Savnani P., 2019, TECH REP
  • [19] Type-1/type-2 fuzzy logic systems optimization with RNA genetic algorithm for double inverted pendulum
    Sun, Zhe
    Wang, Ning
    Bi, Yunrui
    [J]. APPLIED MATHEMATICAL MODELLING, 2015, 39 (01) : 70 - 85
  • [20] Synchronization via output feedback for multi-agent singularly perturbed systems with guaranteed cost
    Tognetti, Eduardo S.
    Calliero, Tais R.
    Morarescu, Irinel-Constantin
    Daafouz, Jamal
    [J]. AUTOMATICA, 2021, 128