journal article·2022-06-16Open access

Dynamic Modeling and Robust Adaptive Sliding Mode Controller for Marine Cable-Driven Parallel Derusting Robot

Yizong Chen, Jian Li, Shenghai Wang, Guangdong Han, Yuqing Sun, Weirong Luo

Applied Sciences· Volume 12· Issue 12

Abstract

Ship derusting has the characteristics of a complex operation environment, high labor intensity and low efficiency. In order to better cope with this situation, a new type of cable-driven parallel derusting robot (CDPDR) is proposed in this article. To improve the positioning accuracy and anti-interference capacity of the motion platform where the end effector is mounted, the system’s dynamic model, considering wave excitation, is established. Further, the controllable workspace and cable tension optimization algorithm are studied. In addition, a fast non-singular terminal sliding-mode controller is designed. Meanwhile, the adaptive technique is used to estimate the disturbance upper bound. Then, the Lyapunov theory is applied to prove the stability of the system. Finally, the performance of the controller is verified by high-fidelity simulations in two different scenarios. The results show that the proposed controller can converge in finite time and maintain small error under multiple external disturbances. The relevant research in this article can provide theoretical guidance for the application of CDPDRs on ships.
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Research context

OpenAlex topics: Adaptive Control of Nonlinear Systems · Soft Robotics and Applications · Control and Dynamics of Mobile Robots

SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.

Affiliations

Department of Marine Engineering, Dalian Maritime University, Dalian 116026, China

Funding

National Key Research and Development Program of China · National Natural Science Foundation of China · China Fundamental Research Funds for the Central Universities · China Scholarship Council

References (41)

Show source-provided references
1. Xu, Y., Huang, Y., Cai, F., Wang, Z., Lu, D., Wang, X., and Yang, L. (2022). Evaluation of Hydrogen Permeation into High-Strength Steel during Corrosion in Different Marine Corrosion Zones. Appl. Sci., 12.10.3390/app12062785 ↗
2. Evaluation of a rapid and long-effective pickling method for iron rust removal on metallic surfaces using carboxylic acid-based polymers10.1007/s10965-021-02461-w ↗
3. Hardware Technology Research on Ultra-High Pressure Water Jet Ship Rust Control System Based on PLC10.4028/www.scientific.net/AMM.365-366.812 ↗
4. Zhang, F., Sun, X., Li, Z., Mohsin, I., Wei, Y., and He, K. (2020). Influence of Processing Parameters on Coating Removal for High Pressure Water Jet Technology Based on Wall-Climbing Robot. Appl. Sci., 10.10.3390/app10051862 ↗
5. Jin, X., Jung, J., Ko, S.Y., Choi, E., Park, J.-O., and Kim, C.-S. (2018). Geometric Parameter Calibration for a Cable-Driven Parallel Robot Based on a Single One-Dimensional Laser Distance Sensor Measurement and Experimental Modeling. Sensors, 18.10.3390/s18072392 ↗
6. Dynamic analysis and control of cable driven robots with elastic cables10.1139/tcsme-2011-0033 ↗
7. Qian, S., Bao, K., Zi, B., and Wang, N. (2018). Kinematic Calibration of a Cable-Driven Parallel Robot for 3D Printing. Sensors, 18.10.3390/s18092898 ↗
8. Deployable, Variable Stiffness, Cable Driven Robot for Minimally Invasive Surgery10.3389/frobt.2019.00141 ↗
9. Design, stiffness analysis and experimental study of a cable-driven parallel 3D printer10.1016/j.mechmachtheory.2018.11.003 ↗
10. Dynamics and Control of a 6-dof Cable-driven Parallel Robot with Visco-elastic Cables in Presence of Measurement Noise10.1007/s10846-017-0546-1 ↗
11. Mechatronics design of stiffness enhancement of the feed supporting system for the square-kilometer array10.1109/TMECH.2003.820002 ↗
12. Workspace analysis of a Gough-Stewart type cable marine platform subjected to harmonic water waves10.1016/j.mechmachtheory.2017.09.001 ↗
13. Influence of cables layout on the dynamic workspace of a six-DOF parallel marine manipulator10.1016/j.mechmachtheory.2018.07.022 ↗
14. Integrated and nonlinear dynamic model of a polymer cable for low-speed cable-driven parallel robots10.1007/s00542-018-3820-7 ↗
15. A cable-pulley transmission mechanism for surgical robot with backdrivable capability10.1016/j.rcim.2017.08.011 ↗
16. Modeling and validation of a 2-DOF parallel manipulator for pose control application10.1016/j.rcim.2017.09.017 ↗
17. Hybrid modeling for dynamic analysis of cable-pulley systems with time-varying length cable and its application10.1016/j.jsv.2017.06.024 ↗
18. A learning-based control framework for cable-driven parallel robots with unknown Jacobians
19. Flexible Cable-Driven Parallel Manipulator Control: Maintaining Positive Cable Tensions10.1109/TCST.2017.2728007 ↗
20. System Modeling and Motion Control of a Cable-Driven Parallel Platform for Underwater Camera Stabilization10.1109/ACCESS.2021.3115359 ↗
21. An improved force distribution algorithm for over-constrained cable-driven parallel robots10.1007/978-94-007-7214-4_16 ↗
22. Design and Implementation of NIMS3D, a 3-D Cabled Robot for Actuated Sensing Applications10.1109/TRO.2009.2012339 ↗
23. The continuity and real-time performance of the cable tension determining for a suspend cable-driven parallel camera robot10.1080/01691864.2015.1014417 ↗
24. Design and Development of a New Cable-Driven Parallel Robot for Waist Rehabilitation10.1109/TMECH.2019.2917294 ↗
25. Second-order sliding set design for a class of uncertain nonlinear systems with disturbances: An LMI approach10.1016/j.matcom.2018.06.015 ↗
26. Design and analysis of a novel cable-actuated palletizing robot10.1177/1729881417741084 ↗
27. Discrete time sliding mode control with reduced switching—A new reaching law approach10.1002/rnc.3291 ↗
28. Vibration Decoupled Modeling and Robust Control of Redundant Cable-Driven Parallel Robots10.1109/TMECH.2018.2793578 ↗
29. Piao, J., Kim, E.-S., Choi, H., Moon, C.-B., Choi, E., Park, J.-O., and Kim, C.-S. (2019). Indirect Force Control of a Cable-Driven Parallel Robot: Tension Estimation using Artificial Neural Network trained by Force Sensor Measurements. Sensors, 19.10.3390/s19112520 ↗
30. Finite Time Fault Tolerant Control for Robot Manipulators Using Time Delay Estimation and Continuous Nonsingular Fast Terminal Sliding Mode Control
31. Adaptive Control with a Fuzzy Tuner for Cable-based Rehabilitation Robot10.1007/s12555-015-0049-4 ↗
32. Structure design and control research of a novel underwater cable-driven manipulator for autonomous underwater vehicles
33. Adaptive super-twisting fractional-order nonsingular terminal sliding mode control of cable-driven manipulators10.1016/j.isatra.2018.11.009 ↗
34. Second-Order Sliding-Mode-Based Synchronization Control of Cable-Driven Parallel Robots10.1109/TMECH.2019.2960048 ↗
35. Adaptive terminal sliding mode control scheme for synchronization of fractional-order uncertain chaotic systems10.1016/j.isatra.2020.05.039 ↗
36. Kawamura, S., and Ito, K. (1993, January 26–30). A new type of master robot for teleoperation using a radial wire drive system. Proceedings of the 1993 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS’93), Yokohama, Japan.
37. Non-singular terminal sliding mode control of rigid manipulators10.1016/S0005-1098(02)00147-4 ↗
38. Neural-Network-Based Terminal Sliding-Mode Control of Robotic Manipulators Including Actuator Dynamics10.1109/TIE.2008.2011350 ↗
39. Finite-time stability of continuous autonomous systems10.1137/S0363012997321358 ↗
40. Adaptive second order terminal sliding mode controller for robotic manipulators10.1016/j.jfranklin.2013.08.027 ↗
41. Design of an adaptive tracker for n-link rigid robotic manipulators based on super-twisting global nonlinear sliding mode control10.1080/00207721.2017.1299812 ↗