Shape Memory Alloy (SMA) Actuator; Robotic Arm; Hysteresis; Adaptive Control
Abstract :
[en] This article addresses the problem of control of robotic arm
with a hysteretic joint behavior. The mechanical design of
the one-degree of freedom robotic arm is presented where the
joint is actuated by a Shape Memory Alloy (SMA) wire. The
SMA wire based actuation of the joint makes the robotic arm
lightweight but at the same time introduces hysteresis type
nonlinearities. The nonlinear dynamic model of the robotic
arm is introduced and an Adaptive control solution is presented
to perform the joint reference tracking in the presence
of unknown hysteresis behavior. The Lyapunov stability
analysis of the closed loop system is presented and finally
proposed adaptive control solution is validated through simulation
study on the proposed nonlinear hysteretic robotic
arm.
KANNAN, Somasundar ; University of Luxembourg > Interdisciplinary Centre for Security, Reliability and Trust (SNT)
BEZZAOUCHA, Souad ; University of Luxembourg > Interdisciplinary Centre for Security, Reliability and Trust (SNT)
QUINTANAR GUZMAN, Serket ; University of Luxembourg > Interdisciplinary Centre for Security, Reliability and Trust (SNT)
OLIVARES MENDEZ, Miguel Angel ; University of Luxembourg > Interdisciplinary Centre for Security, Reliability and Trust (SNT)
VOOS, Holger ; University of Luxembourg > Faculty of Science, Technology and Communication (FSTC) > Engineering Research Unit ; University of Luxembourg > Interdisciplinary Centre for Security, Reliability and Trust (SNT)
External co-authors :
no
Language :
English
Title :
Adaptive Control of Robotic arm with Hysteretic Joint
Publication date :
2016
Event name :
4th International Conference on Control, Mechatronics and Automation (ICCMA'16)
Event place :
Barcelona, Spain
Event date :
07-12-2016 to 11-12-2016
Main work title :
4th International Conference on Control, Mechatronics and Automation (ICCMA'16), Barcelona, Spain 2016
A. Bhattacharyya, D. C. Lagoudas, Y. Wang, and V. K. Kinra. On the role of thermoelectric heat transfer in the design of sma actuators: theoretical modeling and experiment. Smart Materials and Structures, 4(4):252, 1995.
M. S. de Queiroz, D. M. Dawson, S. P. Nagarkatti, and F. Zhang. Lyapunov-Based Control of Mechanical Systems. Springer Science & Business Media, 2012.
M. H. Elahinia and H. Ashrafluon. Nonlinear Control of a Shape Memory Alloy Actuated Manipulator. Journal of Vibration and Acoustics, 124(4):566, 2002.
Z. Guo, Y. Pan, L. B. Wee, and H. Yu. Design and control of a novel compliant differential shape memory alloy actuator. Sensors and Actuators A: Physical, 225:71-80, apr 2015.
M. Hulea and C. F. Caruntu. Spiking neural network for controlling the artificial muscles of a humanoid robotic arm. pages 163-168, 2014.
S. Kannan. Modélisation et Commande d'Actionneurs à Alliage à Mémoire de Forme. PhD thesis, l'École Nationale Supérieure d'Arts et Métiers, 2011.
S. Kannan, C. Giraud-Audine, and E. Patoor. Control of shape memory alloy (sma) actuator using series-parallel model reference adaptive control (mrac). In ASME 2009 Conference on Smart Materials, Adaptive Structures and Intelligent Systems, pages 441-450. American Society of Mechanical Engineers, 2009.
S. Kannan, C. Giraud-Audine, and E. Patoor. Laguerre model based adaptive control of antagonistic shape memory alloy (sma) actuator. In SPIE Smart Structures and Materials+ Nondestructive Evaluation and Health Monitoring, pages 764307-764307. International Society for Optics and Photonics, 2010.
S. Kannan, C. Giraud-Audine, and E. Patoor. Application of laguerre based adaptive predictive control to shape memory alloy (sma) actuator. ISA Transactions, 52(4):469-479, 2013.
A. Khodayari, M. Talari, and M. M. Kheirikhah. Fuzzy PID controller design for artificial finger based SMA actuators. IEEE International Conference on Fuzzy Systems, pages 727-732, 2011.
J. Ko, M. B. Jun, G. Gilardi, E. Haslam, and E. J. Park. Fuzzy PWM-PID control of cocontracting antagonistic shape memory alloy muscle pairs in an artificial finger. Mechatronics, 21(7):1190-1202, 2011.
X. Liu, Y. Wang, D. Yang, and M. Qi. The effect of ageing treatment on shape-setting and superelasticity of a nitinol stent. Materials Characterization, 59(4):402-406, 2008.
F. Nematzadeh and S. Sadrnezhaad. Effects of material properties on mechanical performance of nitinol stent designed for femoral artery: Finite element analysis. Scientia Iranica, 19(6):1564-1571, 2012.
N. Pandis and C. P. Bourauel. Nickel-titanium (niti) arch wires: the clinical significance of super elasticity. In Seminars in Orthodontics, volume 16, pages 249-257. Elsevier, 2010.
S. Quintanar-Guzman, S. Kannan, M. A. Olivares-Mendez, and H. Voos. Lightweight robotic arm actuated by shape memory alloy (sma) wires. In IEEE International Conference on Electronics, Computers and Artificial Intelligence, pages -. IEEE, 2016.
S. Quintanar-Guzman, S. Kannan, M. A. Olivares-Mendez, and H. Voos. Operational space control of a light weight robotic arm actuated by shape memory alloy (sma) wires. In Smart Materials, Adaptive Structures and Intelligent Systems (ASME-SMASIS 2016), pages -. ASME, 2016.
S. Quintanar-Guzmán, J. Reyes-Reyes, and M. d. c. Arellano-Sánchez. Modelado y control de un sistema electrotérmico-mecánico móvil basado en alambres musculares. In XVI Congreso Latinoamericano de Control Automático, CLCA 2014, pages 834-839. Asociación de México de Control Automático, 2014.
O. K. Rediniotis, D. C. Lagoudas, H. Y. Jun, and R. D. Allen. Fuel-powered compact sma actuator, 2002.
E. A. Williams, G. Shaw, and M. Elahinia. Control of an automotive shape memory alloy mirror actuator. Mechatronics, 20(5):527-534, 2010.