journal article·2022-09-23Open access

Adaptive Robust Fuzzy Impedance Control of an Electro-Hydraulic Actuator

Mingjie Li, Qiang Zhang

Applied Sciences· Volume 12· Issue 19

Abstract

This paper concentrates on both velocity and force control of a single-rod electro-hydraulic actuator in the presence of parameter uncertainties and uncertain nonlinearities. Both velocity control and force control are required in some cases. Impedance control and adaptive robust control are synthesized to deal with this problem. In this paper, the primary goal is velocity control while the contact force is kept in an acceptable range. To keep proper contact force with environment or workpieces, impedance control is adopted to regulate the dynamic relationship between velocity and force. Fuzzy logic is used to adjust the parameters of impedance rules to improve control performance. The velocity command of adaptive robust velocity control is determined by impedance control based on fuzzy logic. Parameter uncertainties and uncertain nonlinearities can be compensated through adaptive robust velocity control, which leads to accurate velocity tracking. The stability of the overall system was analyzed. Comparative experiments verified that the proposed control strategy has both high-accuracy velocity tracking and force regulation performance.
Source: crossref · Quality: baseline

Research context

OpenAlex topics: Hydraulic and Pneumatic Systems · Fuel Cells and Related Materials · Oil and Gas Production Techniques

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

Affiliations

School of Oceanography, Shanghai Jiao Tong University, Shanghai 200030, China

State Key Laboratory of Fluid Power and Mechatronic Systems, Zhejiang University, Hangzhou 310027, China

Hangzhou Doubltech Electro-Hydraulic Engineering Co., Ltd., Hangzhou 310052, China

Funding

China Postdoctoral Science Foundation

References (47)

Show source-provided references
1. New model and sliding mode control of hydraulic elevator velocity tracking system10.1016/S1569-190X(02)00058-8 ↗
2. Computational simulation and experimental research on speed control of VVVF hydraulic elevator10.1016/S0967-0661(03)00139-4 ↗
3. Force control system design for aerodynamic load simulator10.1016/S0967-0661(02)00004-7 ↗
4. Force control for hydraulic load simulator using self-tuning grey predictor—Fuzzy PID10.1016/j.mechatronics.2008.07.007 ↗
5. Nonlinear control of hydraulic robots10.1109/70.928562 ↗
6. Adaptive Output Force Tracking Control of Hydraulic Cylinders with Applications to Robot Manipulators10.1115/1.1898237 ↗
7. Composite Learning Robot Control with Friction Compensation: A Neural Network-Based Approach10.1109/TIE.2018.2886763 ↗
8. Composite learning control of robotic systems: A least squares modulated approach10.1016/j.automatica.2019.108612 ↗
9. Multiple Impedance Control for object manipulation by a dual arm underwater vehicle–manipulator system10.1016/j.oceaneng.2014.06.032 ↗
10. A novel bilateral impedance controls for underwater tele-operation systems10.1016/j.asoc.2020.106194 ↗
11. Use of deep learning, denoising technic and cross-correlation analysis for the prediction of the shield machine slurry pressure in mixed ground conditions10.1016/j.autcon.2021.103741 ↗
12. Zhang, H., Fang, J., Yu, H., Hu, H., and Yang, Y. (2022). Disturbance observer-based adaptive position control for a cutterhead anti-torque system. PLoS ONE, 17.10.1371/journal.pone.0268897 ↗
13. Impedance control: An approach to manipulation: Part I—Theory10.1115/1.3140702 ↗
14. Impedance control: An approach to manipulation: Part II—Implementation10.1115/1.3140713 ↗
15. Impedance Control: An Approach to Manipulation: Part III—Applications10.1115/1.3140701 ↗
16. Impedance Control of an Intrinsically Compliant Parallel Ankle Rehabilitation Robot10.1109/TIE.2016.2521600 ↗
17. High speed trot-running: Implementation of a hierarchical controller using proprioceptive impedance control on the MIT Cheetah10.1177/0278364914532150 ↗
18. The master adaptive impedance control and slave adaptive neural network control in underwater manipulator uncertainty teleoperation10.1016/j.oceaneng.2018.07.055 ↗
19. Bilateral Teleoperation With Adaptive Impedance Control for Contact Tasks10.1109/LRA.2021.3066974 ↗
20. Adaptive variable impedance control of dual-arm robots for slabstone installation10.1016/j.isatra.2021.10.020 ↗
21. Model-Based Actor–Critic Learning of Robotic Impedance Control in Complex Interactive Environment10.1109/TIE.2021.3134082 ↗
22. Feedback linearization for acceleration control of electrohydraulic actuators
23. An Indirect Adaptive Velocity Controller for a Novel Steer-by-Wire System10.1115/1.4027172 ↗
24. Adaptive Backstepping Control of an Electrohydraulic Actuator10.1109/TMECH.2013.2265312 ↗
25. Sliding mode synchronous control for fixture clamps system driven by hydraulic servo systems10.1243/09544062JMES603 ↗
26. Modeling and robust discrete-time sliding-mode control design for a fluid power electrohydraulic actuator (EHA) system10.1109/TMECH.2011.2160959 ↗
27. Adaptive robust control of SISO nonlinear systems in a semi-strict feedback form10.1016/S0005-1098(96)00222-1 ↗
28. Adaptive robust motion control of single-rod hydraulic actuators: Theory and experiments10.1109/3516.828592 ↗
29. Accurate Motion Control of Linear Motors With Adaptive Robust Compensation of Nonlinear Electromagnetic Field Effect10.1109/TMECH.2012.2197217 ↗
30. Adaptive robust motion control of a fast forging hydraulic press considering the nonlinear uncertain accumulator model
31. Adaptive robust cascade force control of 1-DOF hydraulic exoskeleton for human performance augmentation10.1109/TMECH.2016.2614987 ↗
32. Disturbance observer based control for nonlinear systems10.1109/TMECH.2004.839034 ↗
33. Position tracking control of electro-hydraulic single-rod actuator based on an extended disturbance observer10.1016/j.mechatronics.2015.02.003 ↗
34. Nonlinear Robust Prediction Control of Hybrid Active-Passive Heave Compensator with Extended Disturbance Observer10.1109/TIE.2017.2698358 ↗
35. High-performance motion control of the hydraulic press based on an extended fuzzy disturbance observer
36. Nonlinear motion control of the hydraulic press based on an extended piecewise disturbance observer
37. Nonlinear cascade control of high-response proportional solenoid valve based on an extended disturbance observer
38. Parallel Velocity Control of an Electro-Hydraulic Actuator with Dual Disturbance Observers10.1109/ACCESS.2019.2911658 ↗
39. Wang, L.-X. (1996). A Course in Fuzzy Systems and Control, Prentice Hall.
40. Speed control of a hydraulic pressure coupling drive using an adaptive fuzzy sliding-mode control10.1109/TMECH.2011.2153866 ↗
41. Adaptive fuzzy integral sliding mode velocity control for the cutting system of a trench cutter10.1631/FITEE.15a0160 ↗
42. A unified approach to position and force control by fuzzy logic10.1109/41.481411 ↗
43. Tarn, T.-J., Zhou, C., and Chen, S.-B. (2004). Fuzzy-Neural Impedance Control for Robots. Robotic Welding, Intelligence and Automation, Springer.10.1007/b84345 ↗
44. Impedance control of an active suspension system10.1016/j.mechatronics.2008.05.005 ↗
45. Non-linear adaptive robust control of electro-hydraulic systems driven by double-rod actuators10.1080/002071700110037515 ↗
46. Robust impedance control of a compliant microgripper for high-speed position/force regulation10.1109/TIE.2014.2352605 ↗
47. Slotine, J.-J.E., and Li, W. (1991). Applied Nonlinear Control, Prentice Hall.