An Efficient Adaptive Fuzzy Hierarchical Sliding Mode Control Strategy for 6 Degrees of Freedom Overhead Crane

被引:8
|
作者
Pham, Hung Van [1 ]
Hoang, Quoc-Dong [2 ]
Pham, Minh Van [1 ]
Do, Dung Manh [3 ]
Phi, Nha Hoang [1 ]
Hoang, Duy [3 ]
Le, Hai Xuan [4 ]
Kim, Thai Dinh [4 ]
Nguyen, Linh [5 ]
机构
[1] Hanoi Univ Ind, Fac Elect Engn, Hanoi 100000, Vietnam
[2] Vietnam Maritime Univ, Inst Mech Engn, Hai Phong 180000, Vietnam
[3] Hanoi Univ Sci & Technol, Sch Elect Engn, Hanoi 100000, Vietnam
[4] Vietnam Natl Univ Hanoi, Int Sch, Hanoi 100000, Vietnam
[5] Federat Univ Australia, Sch Engn Informat Technol & Phys Sci, Churchill, Vic 3842, Australia
关键词
3D overhead crane; sliding mode control; fuzzy learning; 6 degrees of freedom; DESIGN;
D O I
10.3390/electronics11050713
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The paper proposes a new approach to efficiently control a three-dimensional overhead crane with 6 degrees of freedom (DoF). Most of the works proposing a control law for a gantry crane assume that it has five output variables, including three positions of the trolley, bridge, and pulley and two swing angles of the hoisting cable. In fact, the elasticity of the hoisting cable, which causes oscillation in the cable direction, is not fully incorporated into the model yet. Therefore, our work considers that six under-actuated outputs exist in a crane system. To design an efficient controller for the 6 DoF crane, it first employs the hierarchical sliding mode control approach, which not only guarantees stability but also minimizes the sway and oscillation of the overhead crane when it transports a payload to a desired location. Moreover, the unknown and uncertain parameters of the system caused by its actuator nonlinearity and external disturbances are adaptively estimated and inferred by utilizing the fuzzy inference rule mechanism, which results in efficient operations of the crane in real time. More importantly, stabilization of the crane controlled by the proposed algorithm is theoretically proved by the use of the Lyapunov function. The proposed control approach was implemented in a synthetic environment for the extensive evaluation, where the obtained results demonstrate its effectiveness.
引用
收藏
页数:27
相关论文
共 50 条
  • [31] Sliding Mode Control of Overhead Crane Based on Hurwitz Stability
    Shi, Lanting
    Cui, Shigang
    Li, Xinqi
    Zhang, Yongli
    [J]. 2022 IEEE 6TH ADVANCED INFORMATION TECHNOLOGY, ELECTRONIC AND AUTOMATION CONTROL CONFERENCE (IAEAC), 2022, : 582 - 585
  • [32] Sliding-mode control for an underactuated overhead crane system
    Shyu, Kuo-Kai
    Jen, Cheng-Lung
    Shang, Li-Jen
    [J]. IECON 2006 - 32ND ANNUAL CONFERENCE ON IEEE INDUSTRIAL ELECTRONICS, VOLS 1-11, 2006, : 1401 - +
  • [33] Sliding Mode Control of a Three-dimensional Overhead Crane
    Almutairi, Naif B.
    Zribi, Mohamed
    [J]. JOURNAL OF VIBRATION AND CONTROL, 2009, 15 (11) : 1679 - 1730
  • [34] Fuzzy sliding mode control of an offshore container crane
    Quang Hieu Ngo
    Ngo Phong Nguyen
    Chi Ngon Nguyen
    Thanh Hung Tran
    Quang Phuc Ha
    [J]. OCEAN ENGINEERING, 2017, 140 : 125 - 134
  • [35] Discrete time integral sliding mode control for overhead crane with uncertainties
    Xi, Z.
    Hesketh, T.
    [J]. IET CONTROL THEORY AND APPLICATIONS, 2010, 4 (10): : 2071 - 2081
  • [36] Integral sliding mode antisway control of an underactuated overhead crane system
    Defoort, M.
    Maneeratanaporn, J.
    Murakami, T.
    [J]. MECATRONICS REM 2012, 2012, : 71 - 77
  • [37] Adaptive Twisting Sliding Mode Control for Overhead Cranes
    Xu, Weimin
    Xu, Yue
    Zheng, Xiang
    [J]. 2015 IEEE INTERNATIONAL CONFERENCE ON CYBER TECHNOLOGY IN AUTOMATION, CONTROL, AND INTELLIGENT SYSTEMS (CYBER), 2015, : 1379 - 1384
  • [38] Adaptive Dynamic Sliding Mode Control for Overhead Cranes
    Xu Weimin
    Zheng Xiang
    Liu Yuqiang
    Zhang Mengjie
    Luo Yuyang
    [J]. 2015 34TH CHINESE CONTROL CONFERENCE (CCC), 2015, : 3287 - 3292
  • [39] Hierarchical fuzzy sliding-mode control
    Mon, YJ
    Lin, CM
    [J]. PROCEEDINGS OF THE 2002 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS, VOL 1 & 2, 2002, : 656 - 661
  • [40] Swing-free transporting of two-dimensional overhead crane using sliding mode fuzzy control
    Liu, DT
    Yi, JQ
    Zhao, DB
    Wang, W
    [J]. PROCEEDINGS OF THE 2004 AMERICAN CONTROL CONFERENCE, VOLS 1-6, 2004, : 1764 - 1769