Fuzzy sliding mode control of an offshore container crane

被引:82
作者
Quang Hieu Ngo [1 ,4 ]
Ngo Phong Nguyen [2 ]
Chi Ngon Nguyen [3 ]
Thanh Hung Tran [3 ]
Quang Phuc Ha [4 ]
机构
[1] Can Tho Univ, Dept Mech Engn, 3-2 St, Can Tho City, Vietnam
[2] Can Tho Univ Technol, Coll Mech Engn, 256 Nguyen Van Cu St, Can Tho City, Vietnam
[3] Can Tho Univ, Dept Automat Technol, 3-2 St, Can Tho City, Vietnam
[4] Univ Technol Sydney, Sch Elect Mech & Mechatron Syst, POB 123, Broadway, NSW 2007, Australia
关键词
Mobile harbor; Offshore container crane; Anti-sway control; Fuzzy sliding mode control; OUTPUT-FEEDBACK CONTROL; OVERHEAD CRANES; TRAJECTORY CONTROL; SYSTEM; MOTION; LOAD; COMMANDS; DESIGN;
D O I
10.1016/j.oceaneng.2017.05.019
中图分类号
U6 [水路运输]; P75 [海洋工程];
学科分类号
0814 ; 081505 ; 0824 ; 082401 ;
摘要
A fuzzy sliding mode control strategy for offshore container cranes is investigated in this study. The offshore operations of loading and unloading containers are performed between a mega container ship, called the mother ship, and a smaller ship, called the mobile harbor (MH), which is equipped with a container crane. The MH is used to transfer the containers, in the open sea, and deliver them to a conventional stevedoring port, thereby minimizing the port congestion and also eliminating the need of expanding outwards. The control objective during the loading and unloading process is to keep the payload in a desired tolerance in harsh conditions of the MH motion. The proposed control strategy combines a fuzzy sliding mode control law and a prediction algorithm based on Kalman filtering for the MH roll angle. Here, the sliding surface is designed to incorporate the desired trolley trajectory while suppressing the sway motion of the payload. To improve the control performance, the discontinuous gain of the sliding control is adjusted with fuzzy logic tuning schemes with respect to the sliding function and its rate of change. Chattering is further reduced by a saturation function. Simulation and experimental results are provided to verify the effectiveness of the proposed control system for offshore container cranes.
引用
收藏
页码:125 / 134
页数:10
相关论文
共 58 条
[1]  
Ahmad M. A., 2009, EUR J SCI RES, V27, P322
[2]   OPTIMAL-CONTROL OF OVERHEAD CRANES [J].
ALGARNI, AZ ;
MOUSTAFA, KAF ;
NIZAMI, SSAKJ .
CONTROL ENGINEERING PRACTICE, 1995, 3 (09) :1277-1284
[3]   Sliding Mode Control of a Three-dimensional Overhead Crane [J].
Almutairi, Naif B. ;
Zribi, Mohamed .
JOURNAL OF VIBRATION AND CONTROL, 2009, 15 (11) :1679-1730
[4]  
Bartolini G, 2002, IEEE DECIS CONTR P, P3237, DOI 10.1109/CDC.2002.1184370
[5]   Second-order sliding-mode control of container cranes [J].
Bartolini, G ;
Pisano, A ;
Usai, E .
AUTOMATICA, 2002, 38 (10) :1783-1790
[6]   FUZZY CONTROL OF AN OVERHEAD CRANE PERFORMANCE COMPARISON WITH CLASSIC CONTROL [J].
BENHIDJEB, A ;
GISSINGER, GL .
CONTROL ENGINEERING PRACTICE, 1995, 3 (12) :1687-1696
[7]   Dynamic response simulation of a heavy cargo suspended by a floating crane based on multibody system dynamics [J].
Cha, Ju-Hwan ;
Roh, Myung-Il ;
Lee, Kyu-Yeul .
OCEAN ENGINEERING, 2010, 37 (14-15) :1273-1291
[8]   Adaptive fuzzy controller of the overhead cranes with nonlinear disturbance [J].
Chang, Cheng-Yuan .
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2007, 3 (02) :164-172
[9]   Fuzzy projection control law and its application to the overhead crane [J].
Chang, Cheng-Yuan ;
Chiang, Kuo-Hung .
MECHATRONICS, 2008, 18 (10) :607-615
[10]   Guaranteed cost control for an overhead crane with practical constraints: Fuzzy descriptor system approach [J].
Chen, Ying-Jen ;
Wang, Wen-June ;
Chang, Chun-Lung .
ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 2009, 22 (4-5) :639-645