Comparison of Position Control of a Gyroscopic Inverted Pendulum Using PID, Fuzzy Logic and Fuzzy PID controllers

被引:11
|
作者
Rabah, Mohammed [1 ]
Rohan, Ali [1 ]
Kim, Sung-Ho [2 ]
机构
[1] Kunsan Natl Univ, Sch Elect & Informat Engn, Gunsan, South Korea
[2] Kunsan Natl Univ, Sch IT Informat & Control Engn, Gunsan, South Korea
关键词
Gyroscopic inverted pendulum; Fuzzy logic; PID; Fuzzy PID; MATLAB/Simulink;
D O I
10.5391/IJFIS.2018.18.2.103
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
This paper presents the modeling and control of a gyroscopic inverted pendulum. Inverted pendulum is used to realize many classical control problems. Its dynamics are similar to many real-world systems like missile launchers, human walking and many more. The control of this system is challenging as it's highly unstable which will tend to fall on either side due to the gravitational force. In this paper, we are going to stabilize the gyroscopic inverted pendulum using PID controller, fuzzy logic controller and fuzzy PID controller. These controllers will be compared to determine the performance and to distinguish which one has the better response. Experiments and simulations are conducted to examine the different controllers and results are presented under different disturbance scenarios.
引用
收藏
页码:103 / 110
页数:8
相关论文
共 50 条
  • [21] Stabilization and Tracking Control of Inverted Pendulum Using Fractional Order PID Controllers
    Mishra, Sunil Kumar
    Chandra, Dinesh
    JOURNAL OF ENGINEERING, 2014, 2014
  • [22] Design of Fuzzy Logic Based Controller for Gyroscopic Inverted Pendulum System
    Rohan, Ali
    Rabah, Mohammed
    Nam, Kang-Hyun
    Kim, Sung Ho
    INTERNATIONAL JOURNAL OF FUZZY LOGIC AND INTELLIGENT SYSTEMS, 2018, 18 (01) : 58 - 64
  • [23] Optimal Design of a Fuzzy PID Controller for Inverted Pendulum System
    Malik, Sadhna
    Mishra, Sudhansu Kumar
    ARTIFICIAL INTELLIGENCE AND EVOLUTIONARY COMPUTATIONS IN ENGINEERING SYSTEMS, ICAIECES 2015, 2016, 394 : 1297 - 1307
  • [24] Improving Vegas algorithm using PID and fuzzy PID controllers
    Shahingohar, Aria
    Menhaj, Mohammad Bagher
    Karrari, Mehdi
    Yaghamae, Mohammad Hossein
    COMPUTATIONAL INTELLIGENCE, THEORY AND APPLICATION, 2006, : 765 - +
  • [25] Improving JoBS algorithm using PID and fuzzy PID controllers
    Mirjalily, Ghasem
    Saadat, Reza
    Ahmadian, Mahnaz
    IMECS 2007: INTERNATIONAL MULTICONFERENCE OF ENGINEERS AND COMPUTER SCIENTISTS, VOLS I AND II, 2007, : 1405 - +
  • [26] Comparative Analysis Between Fuzzy Logic Control, LQR Control with Kalman Filter and PID Control for a Two Wheeled Inverted Pendulum
    Chate Garcia, Karen Viviana
    Prado Ramirez, Oscar Eduardo
    Rengifo Rodas, Carlos Felipe
    ADVANCES IN AUTOMATION AND ROBOTICS RESEARCH IN LATIN AMERICA, 2017, 13 : 144 - 156
  • [27] Comparison of Optimized PID and Fuzzy Control Strategies on a Mobile Pendulum Robot
    Odry, Akos
    Fuller, Robert
    2018 IEEE 12TH INTERNATIONAL SYMPOSIUM ON APPLIED COMPUTATIONAL INTELLIGENCE AND INFORMATICS (SACI), 2018, : 207 - 212
  • [28] Robust Control of Inverted Pendulum using Fuzzy Logic Controller
    Panday, Sandeep Kr. Tripathi Himanshu
    Gaur, Prerna
    2013 STUDENTS CONFERENCE ON ENGINEERING AND SYSTEMS (SCES): INSPIRING ENGINEERING AND SYSTEMS FOR SUSTAINABLE DEVELOPMENT, 2013,
  • [29] Equivalence between Fuzzy PID Controllers and Conventional PID Controllers
    Chao, Chun-Tang
    Sutarna, Nana
    Chiou, Juing-Shian
    Wang, Chi-Jo
    APPLIED SCIENCES-BASEL, 2017, 7 (06):
  • [30] PERFORMANCE COMPARISON BETWEEN LQR AND PID CONTROLLERS FOR AN INVERTED PENDULUM SYSTEM
    Nasir, A. N. K.
    Ahmad, M. A.
    Rahmat, M. F.
    INTERNATIONAL CONFERENCE ON POWER CONTROL AND OPTIMIZATION, 2008, 1052 : 124 - +