
1. 中国地质大学(武汉) 自动化学院,湖北,武汉,430074
2. 复杂系统先进控制与智能自动化湖北省重点实验室,湖北,武汉,430074
3. 地球探测智能化技术教育部工程研究中心,湖北,武汉,430074
Online First:10 September 2022,
Published:2022
移动端阅览
孟庆鑫, 赖旭芝, 闫泽, 吴敏. 驱动器故障影响下柔性机械臂运动控制的进展与展望[J]. 广东工业大学学报, 2022, 39(5): 9-20.
Meng Qing-xin, Lai Xu-zhi, Yan Ze, et al. Progress and Prospect of Motion Control for the Flexible Manipulator Under the Influence of Actuator Faults[J]. 2022, 39(5): 9-20.
孟庆鑫, 赖旭芝, 闫泽, 吴敏. 驱动器故障影响下柔性机械臂运动控制的进展与展望[J]. 广东工业大学学报, 2022, 39(5): 9-20. DOI: 10.12052/gdutxb.220073.
Meng Qing-xin, Lai Xu-zhi, Yan Ze, et al. Progress and Prospect of Motion Control for the Flexible Manipulator Under the Influence of Actuator Faults[J]. 2022, 39(5): 9-20. DOI: 10.12052/gdutxb.220073.
随着机械臂技术的不断发展,传统刚性机械臂逐渐难以满足一些新式机械臂系统在轻质化、运动灵活性、大空间范围等方面的需求,如空间机械臂、手术机械臂、人机交互式机械臂等。越来越多的研究人员将目光投向柔性机械臂及其高精度运动控制方法的研究中。针对此类系统,目前已经有一些有效的运动控制方法被提出。然而,当机械臂的某一驱动器发生故障后,常规的控制方法难以保证原有的控制性能,甚至可能导致系统不稳定。研究驱动器故障影响下的柔性机械臂运动控制方法具有重要的理论意义和应用前景。本文首先概述柔性机械臂已有的运动控制方法。然后,从驱动器故障的类型出发,分析并综述驱动器性能故障、驱动器完全损坏故障以及驱动器突发故障对系统的影响及其克服方法的研究现状。最后,本文讨论了当前驱动器故障影响下柔性机械臂运动控制还需进一步解决的关键问题,总结了三点前景方向,对柔性机械臂运动控制的进一步研究具有一定的参考价值。
With the continuous development of manipulator technology
the traditional rigid manipulator
such as space manipulator
surgical manipulator and man-machine interactive manipulator
etc. gradually has difficulties in meeting the needs of some new manipulator systems in terms of lightweight
motion flexibility
large space range
etc. More and more researchers pay attention to the research of flexible manipulator and its high-precision motion control. At present
some effective motion control methods have been proposed for flexible manipulator. However
when an actuator of the manipulator fails
it is difficult for conventional control methods to ensure the original control performances and may even lead to system instability. The research on the flexible manipulator motion control under the effect of actuator faults has important theoretical significance and application prospect. Firstly
the existing motion control methods of flexible manipulator are summarized. Then
according to the types of actuator faults
the effect of actuator performance fault
actuator completely damaged fault and sudden actuator fault on the system are analyzed
and the state of art methods that are used to overcome these actuator faults are summarized. Finally
the key problems to be further solved in the motion control of flexible manipulator under the effect of actuator faults are discussed
and three prospect directions summarized
which has reference value for the further research of flexible manipulator motion control.
ZHOU J. Intelligent Manufacturing-main direction of "Made in China 2025" [J]. China Mechanical Engineering, 2015, 26(17): 2273-2284.
王政, 韩鑫, 靳博. 制造业数字化转型步伐加快 (“十四五”, 我们这样开局起步)[N]. 人民日报, 2021-07-29(01).
NIKU S B. Introduction to robotics: Analysis, systems, applications [M]. [S. l.]: Prentice Hall, 2001.
DWIVEDY S K, EBERHARD P. Dynamic analysis of flexible manipulators, a literature review [J]. Mechanism and Machine Theory, 2006, 41(7): 749-777.
LI Z, JAN F L, REN H L, et al . A novel tele-operated flexible robot targeted for minimally invasive robotic surgery [J ] . Engineering, 2015, 1(1): 73-78.
MIZANOOR R S M, IKEURA R. Cognition-based variable admittance control for active compliance in flexible manipulation of heavy objects with a power-assist robotic system [J]. Robotics and Biomimetics, 2018, 5(1): 7.
KONG Y X, SONG S, ZHANG N, et al . Design and kinematic modeling of In-Situ torsionally-steerable flexible surgical robots [J ] . IEEE Robotics and Automation Letters, 2022, 7(2): 1864-1871.
ZUO S Y, CHEN T, CHEN X, et al . A wearable hands-free human-robot interface for robotized flexible endoscope [J ] . IEEE Robotics and Automation Letters, 2022, 7(2): 3953-3960.
LIU M, CAO D Q, LI J P, et al . Dynamic modeling and vibration control of a large flexible space truss [J ] . Meccanica, 2022, 57(5): 1017-1033.
LIU J L, ZHANG C F, ZOU H W, et al . On-orbit precise operation control method for flexible joint space robots based on disturbance observer [J ] . Acta Aeronautica ET Astronautica Sinica, 2021, 42(1): 523899.
PEZA-SOLIS J F, SILVA-NAVARRO G, GARCIA-PEREZ O A, et al . Trajectory tracking of a single flexible-link robot using a modal cascaded-type control [J ] . Applied Mathematical Modelling, 2022, 104: 531-547.
GE Y, ZHANG A C, HAN D Y, et al . Global stabilization control of underactuated horizontal two-link flexible manipulator [J ] . Journal of Hebei University of Science and Technology, 2014, 35(5): 428-434.
WANG H P, ZHOU X Y, TIAN Y. Robust adaptive fault-tolerant control using RBF-based neural network for a rigid-flexible robotic system with unknown control direction [J]. International Journal of Robust and Nonlinear Control, 2022, 32(3): 1272-1302.
赖旭芝, 佘锦华, 吴敏. 欠驱动机械系统控制[M]. 北京: 科学出版社, 2013: 1-11.
ROMAGNOLI R, GARONE E. A general framework for approximated model stable inversion [J]. Automatica, 2019, 101: 182-189.
CUI L L, WANG H S, CHEN W D. Trajectory planning of a spatial flexible manipulator for vibration suppression [J]. Robotics and Autonomous Systems, 2020, 123: 103316.
İLMAN M M, YAVUZ Ş, TASER P Y. Generalized input preshaping vibration control approach for multi-link flexible manipulators using machine intelligence [J]. Mechatronics, 2022, 82: 102735.
LIAO D X, SUNG C K, THOMPSON B S. The design of flexible robotic manipulators with optimal arm geometries fabricated from composite laminates with optimal material properties [J]. The International Journal of Robotics Research, 1987, 6(3): 116-130.
ZHOU Z P, TONG J, GU Z Y, et al . Simulation and test of seperated and manually adjustable shock absorber [J ] . Advanced Materials Research, 2013, 803: 467-470.
LI W P, LUO B, HUANG H. Active vibration control of flexible joint manipulator using input shaping and adaptive parameter auto disturbance rejection controller [J]. Journal of Sound and Vibration, 2016, 363: 97-125.
SHIN H C, CHOI S B. Position control of a two-link flexible manipulator featuring piezoelectric actuators and sensors [J]. Mechatronics, 2001, 11(6): 707-729.
PATTERSON Z J, SABELHAUS A P, MAJIDI C. Robust control of a multi-axis shape memory alloy-driven soft manipulator [J]. IEEE Robotics and Automation Letters, 2022, 7(2): 2210-2217.
宋轶民. 柔性冗余度机器人动态响应主动控制[D]. 北京: 北京工业大学, 2001.
LIU Z J, LIU J K. PDE modeling and boundary control for flexible mechanical system [M]. Singapore: Springer Singapore, 2020.
ZHAO Z J, HE X Y, AHN C K. Boundary disturbance observer-based control of a vibrating single-link flexible manipulator [J]. IEEE Transactions on Systems, Man, and Cybernetics:Systems, 2019, 51(4): 2382-2390.
CAO F F, LIU J K. Boundary control for a constrained two-link rigid-flexible manipulator with prescribed performance [J]. International Journal of Control, 2018, 91(5): 1091-1103.
QIAN W T, MA C C H. A new controller design for a flexible one-link manipulator [J]. IEEE Transactions on Automatic Control, 1992, 37(1): 133-137.
THOMAS S, BANDYOPADHYAY B. Comments on " a new controller design for a flexible one link manipulator" [J]. IEEE Transactions on Automatic Control, 1997, 42(3): 425-429.
DAI X F, FENG H B, WANG Y C. Sliding mode control with additional fuzzy compensations of for a flexible manipulator [J]. Techniques of Automation and Applications, 2004, 23(10): 8-10.
SUN T R, ZHANG X X, YANG H J, et al . Singular perturbation-based saturated adaptive control for underactuated Euler-Lagrange systems [J ] . ISA Transactions, 2022, 119: 74-80.
HONG Z B, CHEN L. Robust control and active vibration control of space flexible manipulator by singular perturba-tion approach [J]. Engineering Mechanics, 2010, 27(8): 191-198.
YANG C Y, XU Y M, DAI W, et al . Two-time-scale composite control of flexible manipulators [J ] . Control Theory Applications, 2019, 36(4): 659-665.
MENG Q X, LAI X Z, WANG Y W, et al . A fast stable control strategy based on system energy for a planar single-link flexible manipulator [J ] . Nonlinear Dynamics, 2018, 94(1): 615-626.
MENG Q X, LAI X Z, YAN Z, et al . Position control with zero residual vibration for two degrees-of-freedom flexible systems based on motion trajectory optimization [J ] . Information Sciences, 2021, 575: 698-713.
ABE A. Trajectory planning for residual vibration suppression of a two-link rigid-flexible manipulator considering large deformation [J]. Mechanism and Machine Theory, 2009, 44(9): 1627-1639.
CAO F F, LIU J K. Optimal trajectory control for a two-link rigid-flexible manipulator with ODE-PDE model [J]. Optimal Control Applications and Methods, 2018, 39(4): 1515-1529.
MENG Q X, LAI X Z, YAN Z, et al . Position control without residual vibration for a two-link rigid-flexible manipulator [J ] . Control Theory Applications, 2020, 37(3): 620-628.
GAO H J, HE W, SONG Y H, et al . Modeling and neural network control of a flexible beam with unknown spatiotemporally varying disturbance using assumed mode method [J ] . Neurocomputing, 2018, 314: 458-467.
SUN C Y, GAO H J, HE W, et al . Fuzzy neural network control of a flexible robotic manipulator using assumed mode method [J ] . IEEE Transactions on Neural Networks and Learning Systems, 2018, 29(11): 5214-5227.
XING X Y, LIU J K. Modeling and robust adaptive iterative learning control of a vehicle-based flexible manipulator with uncertainties [J]. International Journal of Robust and Nonlinear Control, 2019, 29(8): 2385-2405.
CAO X T, LI Y C. Robust RBF neural network force/position control of time varying constrained flexible manipulator [J]. Control and Decision, 2007, 22(9): 977-982.
JIA Q X, FU Y Z, CHEN G, et al . State observer based joint failure diagnosis of space manipulators [J ] . Acta Aeronaut-ica ET Astronautica Sinica, 2021, 42(1): 158-168.
CHEN T, SHAN J J. Distributed tracking of a class of underactuated Lagrangian systems with uncertain parameters and actuator faults [J]. IEEE Transactions on Industrial Electronics, 2020, 67(5): 4244-4253.
CAO F F, LIU J K. Boundary control for PDE flexible manipulators: accommodation to bot h actuator faults and sensor faults [J ] . Asian Journal of Control (2021-07-07)[2022-05-09 ] . https://onlinelibrary.wiley.com/doi/full/10.1002/asjc.2560 . DOI: 10.1002/asjc.2560.
XU F Y, TANG L, LIU Y J. Tangent barrier Lyapunov function-based constrained control of flexible manipulator system with actuator failure [J]. International Journal of Robust and Nonlinear Control, 2021, 31(17): 8523-8536.
LIU Z J, LIU J K, HE W. Robust adaptive fault tolerant control for a linear cascaded ODE-beam system [J]. Automatica, 2018, 98: 42-50.
PENG J Z, DUBAY R. Identification and adaptive neural network control of a DC motor system with dead-zone characteristics [J]. ISA Transactions, 2011, 50(4): 588-598.
YAN Z, LAI X Z, MENG Q X, et al . Tracking control of single-link flexible-joint manipulator with unmodeled dynamics and dead zone [J ] . International Journal of Robust and Nonlinear Control, 2021, 31(4): 1270-1287.
ZHOU Q, ZHAO S Y, LI H Y, et al . Adaptive neural network tracking control for robotic manipulators with dead zone [J ] . IEEE Transactions on Neural Networks and Learning Systems, 2019, 30(12): 3611-3620.
WANG H Q, KANG S J. Adaptive neural command filtered tracking control for flexible robotic manipulator with input dead-zone [J]. IEEE Access, 2019, 7: 22675-22683.
ZHU Y K, QIAO J Z, ZHANG Y M, et al . High-precision trajectory tracking control for space manipulator with neutral uncertainty and deadzone nonlinearity [J ] . IEEE Transactions on Control Systems Technology, 2019, 27(5): 2254-2262.
HUANG X Q, CHEN L. Integral sliding mode neural network adaptive control for the free-floating space manipulator with joint torque output dead-zone and external disturbance [J]. Chinese Journal of Computational Mechanics, 2018, 35(6): 713-718.
TAO G, KOKOTOVIC P V. Adaptive control of plants with unknown dead-zones [J]. IEEE Transactions on Automatic Control, 1994, 39(1): 59-68.
ZHANG C L, YANG T, SUN N, et al . An adaptive fuzzy control method of single-link flexible manipulators with input dead-zones [J ] . International Journal of Fuzzy Systems, 2020, 22(8): 2521-2533.
HUANG X Q, CHEN L. Anti-dead-zone control for two flexible links space robot with integration of motion and vibration [J]. Journal of System Simulation, 2020, 32(3): 430-437.
ZHU Z C, PAN Y N, ZHOU Q, et al . Event-triggered adaptive fuzzy control for stochastic nonlinear systems with unmeasured states and unknown backlash-like hysteresis [J ] . IEEE Transactions on Fuzzy Systems, 2021, 29(5): 1273-1283.
YIN Z, HE W, KAYNAK O, et al . Uncertainty and disturbance estimator-based control of a flapping-wing aerial vehicle with unknown backlash-like hysteresis [J ] . IEEE Transactions on Industrial Electronics, 2020, 67(6): 4826-4835.
ZHOU J, ZHANG C J, WEN C Y. Robust adaptive output control of uncertain nonlinear plants with unknown backlash nonlinearity [J]. IEEE Transactions on Automatic Control, 2007, 52(3): 503-509.
HE W, HE X Y, ZOU M F, et al . PDE model-based boundary control design for a flexible robotic manipulator with input backlash [J ] . IEEE Transactions on Control Systems Technology, 2019, 27(2): 790-797.
HE X Y, SONG Y H, HAN Z J, et al . Adaptive inverse backlash boundary vibration control design for an Euler-Bernoulli beam system [J ] . Journal of the Franklin Institute, 2020, 357(6): 3434-3450.
QIU Z C, ZHANG W Z. Trajectory planning and diagonal recurrent neural network vibration control of a flexible manipulator using structural light sensor [J]. Mechanical Systems and Signal Processing, 2019, 132: 563-594.
ZHOU X Y, WANG H P, TIAN Y, et al . Disturbance observer-based adaptive boundary iterative learning control for a rigid-flexible manipulator with input backlash and endpoint constraint [J ] . International Journal of Adaptive Control and Signal Processing, 2020, 34(9): 1220-1241.
YANG C G, HUANG D Y, HE W, et al . Neural control of robot manipulators with trajectory tracking constraints and input saturation [J ] . IEEE Transactions on Neural Networks and Learning Systems, 2020, 32(9): 4231-4242.
LING S, WANG H Q, LIU P X. Adaptive fuzzy dynamic surface control of flexible-joint robot systems with input saturation [J]. IEEE/CAA Journal of Automatica Sinica, 2019, 6(1): 97-107.
CAO F F, LIU J K. Three-dimensional modeling and input saturation control for a two-link flexible manipulator based on infinite dimensional model [J]. Journal of the Franklin Institute, 2020, 357(2): 1026-1042.
LIU Z J, LIU J K, HE W. Partial differential equation boundary control of a flexible manipulator with input saturation [J]. International Journal of Systems Science, 2017, 48(1): 53-62.
MA J T, JIN D P, WEI Z T, et al . Boundary control of a flexible manipulator based on a high order disturbance observer with input saturation [J ] . Shock and Vibration, 2018: 2086424.
JI N, LIU J K. Vibration control for a flexible satellite with input constraint based on Nussbaum function via backstepping method [J]. Aerospace Science and Technology, 2018, 77: 563-572.
ZHAO Z J, AHN C K. Boundary antisaturation vibration control design for a flexible Timoshenko robotic manipulator [J]. International Journal of Robust and Nonlinear Control, 2020, 30(3): 1098-1114.
ZHANG S, LIU R, PENG K X, et al . Boundary output feedback control for a flexible two-link manipulator system with high-gain observers [J ] . IEEE Transactions on Control Systems Technology, 2021, 29(2): 835-840.
LIU Z J, LIU J K, HE W. Adaptive boundary control of a flexible manipulator with input saturation [J]. International Journal of Control, 2016, 89(6): 1191-1202.
张安彩. 欠驱动机械系统的运动控制研究[D]. 长沙: 中南大学, 2012.
CHEN W, YU Y Q, ZHANG X P, et al . Dynamic modeling and simulation of underactuated flexible robot [J ] . China Mechanical Engineering, 2006, 17(9): 931-936.
CHEN W, YU Y Q, ZHANG X P, et al . Vibration controllability of underactuated flexible manipulator [J ] . Acta Automatica Sinica, 2007, 33(4): 391-398.
LIU J Y, WANG X Y, GONG J L. Dynamics coupling analysis of flexible underactuated manipulators [J]. China Mechanical Engineering, 2017, 28(22): 2732-2737.
HE G P, LU Z, WANG F X. Internal resonance property of flexible under-actuated manipulators [J]. Journal of Beiji-ng University of Aeronautics and Astronautics, 2005, 31(8): 913-916.
CHEN W, YU Y Q, ZHAO X H, et al . Position control of a 2DOF underactuated planar flexible manipulator [C ] // Proceedings of the 2011 IEEE International Conference on Mechatronics and Automation. Beijing: IEEE, 2011: 464-469.
CHEN W, YU Y Q, ZHAO X H, et al . Position control strategy and experimental r esearch of a 2R underactuated planar flexible manipulator [J ] . Journal of Mechanical Engineering, 2013, 49(23): 80-87.
GUO T. Control and simulation of underactuated flexible manipulator based on neural network [J]. Electronic Design Engineering, 2021, 29(9): 71-74.
CAO F F, LIU J K. Partial differential equation modeling and vibration control for a nonlinear 3D rigid-flexible manipulator system with actuator faults [J]. International Journal of Robust and Nonlinear Control, 2019, 29(11): 3793-3807.
ZHAO Z J, LIU Z J, HE W, et al . Boundary adaptive fault-tolerant control for a flexible Timoshenko arm with backlash-like hysteresis [J ] . Automatica, 2021, 130: 109690.
ABD L S F, RASHID H A, MOHAMED Z, et al . Adaptive PID actuator fault tolerant control of single-link flexible manipulator [J ] . Transactions of the Institute of Measurement and Control, 2019, 41(4): 1019-1031.
CAO F F, LIU J K. Adaptive actuator fault compensation control for a rigid-flexible manipulator with ODEs-PDEs model [J]. International Journal of Systems Science, 2018, 49(8): 1748-1759.
0
Views
0
下载量
0
CSCD
Publicity Resources
Related Articles
Related Author
Related Institution
京公网安备11010802024621