Magnetic Ball Levitation System Control Using Sliding Mode Control and Fuzzy PD plus I Control: A Comparative Study

被引:0
|
作者
Nath, Anirudh [1 ]
Samantaray, Jagannath [1 ]
Chaudhury, S. [1 ]
Roy, B. K. [1 ]
机构
[1] Natl Inst Technol Silchar, Dept Elect Engn, Silchar 788010, Assam, India
关键词
Mamdani; Membership Function; Sliding mode control; Takagi-Sugeno; Tracking;
D O I
暂无
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
This paper presents a comparative study of three control approaches; fuzzy proportional and derivative control with increment (PD+I) controller of both Mamdani and Takagi-Sugeno (TS) inference system and sliding mode control (SMC). It presents the implementation of both intelligent and nonlinear control in a highly open loop unstable nonlinear system. Instead of fuzzy PID controller, PD+I controller is implemented for both the fuzzy controller for avoiding problem of integral windup. A robust SMC is designed without transforming into the canonical form. Important control problem i.e. tracking of ball position of magnetic ball levitation system (Maglev), which is very difficult to control, is done on the practical platform and the performances of all the controllers are compared. Simulation is performed to demonstrate the effectiveness of control strategies. Simulation result reveals that control schemes are working satisfactorily. Control effort and degree of tracking for all the controllers are analyzed and compared.
引用
收藏
页数:5
相关论文
共 50 条
  • [1] Design of a Novel Fuzzy Sliding-Mode Control for Magnetic Ball Levitation System
    Chao-Lin Kuo
    Tzuu-Hseng S. Li
    Nai Ren Guo
    [J]. Journal of Intelligent and Robotic Systems, 2005, 42 : 295 - 316
  • [2] Design of a novel fuzzy sliding-mode control for magnetic ball levitation system
    Kuo, CL
    Li, THS
    Guo, NR
    [J]. JOURNAL OF INTELLIGENT & ROBOTIC SYSTEMS, 2005, 42 (03) : 295 - 316
  • [3] Fuzzy-based Gain Scheduling of Exact FeedForward Linearization Control and Sliding Mode Control for Magnetic Ball Levitation System: A Comparative Study
    Lashin, Manar
    Elgammal, Abdullah T.
    Ramadan, Ahmed
    Abouelsoud, A. A.
    Assal, Samy F. M.
    Abo-Ismail, A.
    [J]. 2014 IEEE INTERNATIONAL CONFERENCE ON AUTOMATION, QUALITY AND TESTING, ROBOTICS, 2014,
  • [4] Fuzzy Sliding Mode Control of a Magnetic Ball Suspension System
    Chen, Chien-An
    Chiang, Huann-Keng
    Shen, Jing-Chung
    [J]. INTERNATIONAL JOURNAL OF FUZZY SYSTEMS, 2009, 11 (02) : 97 - 106
  • [5] Sliding mode control of a magnetic levitation system
    Al-Muthairi, NE
    Zribi, M
    [J]. MATHEMATICAL PROBLEMS IN ENGINEERING, 2004, (02) : 93 - 107
  • [6] Fuzzy PID Control of the Magnetic Levitation Ball System
    Shao, Xue-juan
    Meng, Fan-bin
    Chen, Zhi-mei
    [J]. INTERNATIONAL CONFERENCE ON CONTROL AND AUTOMATION (ICCA 2016), 2016, : 30 - 36
  • [7] Implementation of Sliding Mode Control on Magnetic Levitation System
    Khimani, Deepti
    Rokade, Rupak
    [J]. 2017 IEEE INTERNATIONAL CONFERENCE ON ADVANCES IN COMPUTING, COMMUNICATION AND CONTROL (ICAC3), 2017,
  • [8] Single axis control of ball position in magnetic levitation system using fuzzy logic control
    Sahoo, Narayan
    Tripathy, Ashis
    Sharma, Priyaranjan
    [J]. INTERNATIONAL CONFERENCE ON FUNCTIONAL MATERIALS AND CHEMICAL ENGINEERING (ICFMCE 2017), 2018, 323
  • [9] Fuzzy PD Type Control of Magnetic Levitation System
    Li, Jen-Hsing
    [J]. ICIEA 2010: PROCEEDINGS OF THE 5TH IEEE CONFERENCE ON INDUSTRIAL ELECTRONICS AND APPLICATIONS, VOL 4, 2010, : 310 - 315
  • [10] 2-DOF Robot Manipulator Control Using Fuzzy PD Control With SimMechanics and Sliding Mode Control: A Comparative Study
    Naik, Prabhas Ranjan
    Samantaray, Jagannath
    Roy, B. K.
    Pattanayak, S. K.
    [J]. 2015 INTERNATIONAL CONFERENCE ON ENERGY, POWER AND ENVIRONMENT: TOWARDS SUSTAINABLE GROWTH (ICEPE), 2015,