Wu, Jundong, Wang, Yawu, Ye, Wenjun and Su, Chun-Yi (2019) Control Strategy Based on Fourier Transformation and Intelligent Optimization for Planar Pendubot. Information Sciences . ISSN 00200255 (In Press)
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Official URL: http://dx.doi.org/10.1016/j.ins.2019.03.051
Abstract
This paper presents a new control strategy based on Fourier transformation and intelligent optimization for a planar Pendubot with a passive second link, which can be treated as a second-order nonholonomic system whose control has been an open and challenging issue. A controller acting within a time corresponding to the frequency of its fundamental harmonic term is designed to realize the system control objective, which is to move the system from its initial position to the target position. By employing Fourier transformation, a general expression of the controller composed of a constant term and harmonic terms is obtained. Next, the constant term is obtained by the angular momentum theorem, and the particle swarm optimization algorithm is employed to obtain the harmonic terms of the controller. A feedback control strategy based on a nonlinear disturbance observer is then applied to overcome the uncertainties/disturbances in the system. Finally, simulation results prove the validity of this control method.
| Divisions: | Concordia University > Gina Cody School of Engineering and Computer Science > Building, Civil and Environmental Engineering |
|---|---|
| Item Type: | Article |
| Refereed: | Yes |
| Authors: | Wu, Jundong and Wang, Yawu and Ye, Wenjun and Su, Chun-Yi |
| Journal or Publication: | Information Sciences |
| Date: | 30 March 2019 |
| Digital Object Identifier (DOI): | 10.1016/j.ins.2019.03.051 |
| Keywords: | Planar Pendubot; Nonholonomic systems; Fourier transformation; Particle swarm optimization algorithm; Nonlinear disturbance observer |
| ID Code: | 985240 |
| Deposited By: | Monique Lane |
| Deposited On: | 08 Apr 2019 18:21 |
| Last Modified: | 23 Mar 2021 01:00 |
References:
H. Arai, K. Tanie, N. Shiroma Time-scaling control of an underactuated manipulator Journal of the Robotics Society of Japan, 16 (4) (1998), pp. 561-568M. Azad, R. Featherstone, A.m. b. b. c. f.a.u.p. robot Autonomous Robots, 40 (1) (2016), pp. 93-107
M. Bhave, S. Janardhanan, L. Dewan Configuration control of planar underactuated robotic manipulator using terminal sliding mode IFAC-PapersOnLine, 49 (1) (2016), pp. 148-153
S.C. Brown, K.M. Passino Intelligent control for an acrobot
Journal of Intelligent and Robotic Systems, 18 (3) (1997), pp. 209-248
F. Bullo, K.M. Lynch Kinematic controllability and decoupled trajectory planning for underactuated mechanical systems Proceedings 2001 ICRA. IEEE International Conference on Robotics and Automation(2001), pp. 3300-3307
T. Butz Fourier transformation for pedestrians Springer, Berlin (2006)
W.H. Chen, D.J. Ballance, P.J. Gawthrop, J. O’Reilly A nonlinear disturbance observer for robotic manipulators IEEE Transactions on industrial Electronics, 47 (4) (2000), pp. 932-938
A. De Luca, R. Mattone, G. Oriolo Stabilization of an underactuated planar 2r manipulator International Journal of Robust and Nonlinear Control: IFAC-Affiliated Journal, 10 (4)(2000), pp. 181-198
R. Eberhart, Y. Shi Particle swarm optimization: developments, applications and resources Proceedings of the 2001 Congress on Evolutionary Computation (2001), pp. 81-86
I. Fantoni, R. Lozano Non-linear control for underactuated mechanical systems Springer (2002)
J.I. Imura, K. Kobayashi, T. Yoshikawa Nonholonomic control of 3 link planar manipulator with a free joint Proceedings of the 35th IEEE Conference on Decision and Control (1996), pp. 1435-1436
D. Katic, M. Vukobratovic Survey of intelligent control techniques for humanoid robots Journal of Intelligent and Robotic Systems, 37 (2) (2003), pp. 117-141
I. Kolmanovsky, N.H. McClamroch Developments in nonholonomic control problems IEEE control systems, 15 (6) (1995), pp. 20-36
X.Z. Lai, Y.W. Wang, J.Q. Cao, M. Wu A simple and quick control strategy for a class of first-order nonholonomic manipulator Nonlinear Dynamics, 85 (4) (2016), pp. 2261-2276
X.Z. Lai, P. Zhang, Y.W. Wang, L.F. Chen, M. Wu Continuous state feedback control based on intelligent optimization for first-order nonholonomic systems IEEE Transactions on Systems, Man, and Cybernetics: Systems (2018)
X.Z. Lai, J.H. She, W.H. Cao, S.X. Yang Stabilization of underactuated planar acrobot based on motion-state constraints International Journal of Non-Linear Mechanics, 77 (2015), pp. 342-347
L.U. Odhner, R.M. Raymond, A.M. Dollar Open-loop precision grasping with underactuated hands inspired by a human manipulation strategy IEEE Transactions on Automation Science and Engineering, 10 (3) (2013), pp. 625-633
G. Oriolo, M. Vendittelli A framework for the stabilization of general nonholonomic systems with an application to the plate-ball mechanism IEEE Transactions on Robotics, 21 (2) (2005), pp. 162-175
G. Oriolo, Y. Nakamura Control of mechanical systems with second-order nonholonomic constraints: Underactuated manipulators Proceedings of the 30th IEEE Conference on Decision and Control (1991), pp. 2398-2403
H.N. Rahimi, M. Nazemizadeh Dynamic analysis and intelligent control techniques for flexible manipulators: a review Advanced Robotics, 28 (2) (2014), pp. 63-76
M. Reyhanoglu, A. van der Schaft, N.H. McClamroch, I. Kolmanovsky Dynamics and control of a class of underactuated mechanical systems. IEEE Transactions on Automatic Control, 44 (9) (1999), pp. 1663-1671
B. Roy, H.H. Asada. Nonlinear feedback control of a gravity-assisted underactuated manipulator with application to aircraft assembly IEEE Transactions on Robotics, 25 (5) (2009), p. 1125
A. Sarabakha, N. Imanberdiyev, E. Kayacan, M.A. Khanesar, H. Hagras Novel levenberg-marquardt based learning algorithm for unmanned aerial vehicles Information Sciences, 417 (2017), pp. 361-380
M. Sarfraz, F.u. Rehman Adaptive sliding mode control for a second order nonholonomic planar four-link UMS Proceedings of the 2017 13th IEEE International Conference on Emerging Technologies (2017), pp. 1-6
M.R. Soltanpour, M.H. Khooban A particle swarm optimization approach for fuzzy sliding mode control for tracking the robot manipulator Nonlinear Dynamics, 74 (1-2) (2013), pp. 467-478
Y.W. Wang, X.Z. Lai, L.F. Chen, H.F. Ding, M. Wu A quick control strategy based on hybrid intelligent optimization algorithm for planar n-link underactuated manipulators Information Sciences, 420 (2017), pp. 148-158
S.S. Willson, P. Mullhaupt, D. Bonvin Quotient method for controlling the acrobat Proceedings of the 48th IEEE Conference held jointly with the 2009 28th Chinese Control Conference on Decision and Control (2009), pp. 1770-1775
X. Xin, M. Kaneda Analysis of the energy-based swing-up control of the acrobat International Journal of Robust and Nonlinear Control: IFAC-Affiliated Journal, 17 (16)(2007), pp. 1503-1524
P.Y. Xiong, X.Z. Lai, M. Wu A stable control for second-order nonholonomic planar underactuated mechanical system: energy attenuation approach International Journal of Control, 91 (7) (2018), pp. 1630-1639
P. Zhang, X.Z. Lai, Y.W. Wang, C.Y. Su, M. Wu A quick position control strategy based on optimization algorithm for a class of first-order nonholonomic system Information Sciences, 460-461 (2018), pp. 264-278
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