TY - GEN
T1 - Mechatronic system desing of a cake decoration robotic module using a SCARA manipulator
AU - Villegas, H. S.Esteban
AU - Afanador, A. F.Aldana
AU - Prada, S. Roa
N1 - Publisher Copyright:
© 2017 IEEE.
PY - 2017/7/2
Y1 - 2017/7/2
N2 - This article deals with the mechatronic system design of a robotic cake decoration system, following the V-methodology for the design of mechatronic systems. This methodology was selected because it allows for a holistic approach for the design of mechatronic systems, by feeding back information in all the steps of the design process. The component level step of the design process was carried out using a CAD software to get dimensions and to specify the distribution of the system components. With these dimensions and the material selected, a structural analysis was performed using COMSOL Multiphysics ®. This analysis enabled the determination of the critical points of the components, which leaded to the corresponding adjustments. The mathematical modeling for each part of the system indicated that only the manipulator modeling was needed to improve the performance of the controllers. The model of the manipulator was derived by means of a method for Open-Chain manipulators, which takes into account the viscous friction and the inertia tensors obtained from the CAD model. The control strategy selected was a LQG controller, since classical controller, such as a PID controller, cannot be tuned properly for the nonlinear model. After implementing the controller with the nonlinear model, and acquiring data about the manual cake decoration process, it was demonstrated that the newly developed robotic system reduces the cake decoration process time by 24.5% while increasing the accuracy of the pattern drawing process on the cakes.
AB - This article deals with the mechatronic system design of a robotic cake decoration system, following the V-methodology for the design of mechatronic systems. This methodology was selected because it allows for a holistic approach for the design of mechatronic systems, by feeding back information in all the steps of the design process. The component level step of the design process was carried out using a CAD software to get dimensions and to specify the distribution of the system components. With these dimensions and the material selected, a structural analysis was performed using COMSOL Multiphysics ®. This analysis enabled the determination of the critical points of the components, which leaded to the corresponding adjustments. The mathematical modeling for each part of the system indicated that only the manipulator modeling was needed to improve the performance of the controllers. The model of the manipulator was derived by means of a method for Open-Chain manipulators, which takes into account the viscous friction and the inertia tensors obtained from the CAD model. The control strategy selected was a LQG controller, since classical controller, such as a PID controller, cannot be tuned properly for the nonlinear model. After implementing the controller with the nonlinear model, and acquiring data about the manual cake decoration process, it was demonstrated that the newly developed robotic system reduces the cake decoration process time by 24.5% while increasing the accuracy of the pattern drawing process on the cakes.
KW - automation
KW - cake decoration
KW - control
KW - modeling
KW - robotics
UR - http://www.scopus.com/inward/record.url?scp=85047427503&partnerID=8YFLogxK
U2 - 10.1109/CCAC.2017.8276402
DO - 10.1109/CCAC.2017.8276402
M3 - Libros de Investigación
AN - SCOPUS:85047427503
T3 - 2017 IEEE 3rd Colombian Conference on Automatic Control, CCAC 2017 - Conference Proceedings
SP - 1
EP - 5
BT - 2017 IEEE 3rd Colombian Conference on Automatic Control, CCAC 2017 - Conference Proceedings
A2 - Patino, Diego
A2 - Yime, Eugenio
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 3rd IEEE Colombian Conference on Automatic Control, CCAC 2017
Y2 - 18 October 2017 through 20 October 2017
ER -