TY - GEN
T1 - Decision Support System for Selecting Robot Systems for Pick-and-place Operation of Robot Manipulator
AU - Oyama, Yushi
AU - Nishi, Tatsudhi
AU - Liu, Ziang
AU - Alam, Md Moktadir
AU - Fujiwara, Tomofumi
N1 - Publisher Copyright:
© 2022 IEEE.
PY - 2022
Y1 - 2022
N2 - In recent years, robots have been introduced to production sites due to the shortage of manpower. As a result, there is a need to reduce the costs of robot systems. Conventional research has focused on the optimization of robot configuration and motion planning, In this study, we propose a decision support system for the selection of equipment for robots, hands, and workpieces in a transfer system. Given information on the length and payload of each element, the problem of selecting equipment that minimizes the sum of the costs of these three elements is formulated as an integer programming problem. The system considers various conditions necessary for equipment selection, such as physical constraints and reachability of the robot end-effector to the workpiece, and expresses the grasp availability of the workpiece, payload, and reachability of the robot as inequality constraints. Using the proposed system, the optimal solution was obtained in the computational experiments.
AB - In recent years, robots have been introduced to production sites due to the shortage of manpower. As a result, there is a need to reduce the costs of robot systems. Conventional research has focused on the optimization of robot configuration and motion planning, In this study, we propose a decision support system for the selection of equipment for robots, hands, and workpieces in a transfer system. Given information on the length and payload of each element, the problem of selecting equipment that minimizes the sum of the costs of these three elements is formulated as an integer programming problem. The system considers various conditions necessary for equipment selection, such as physical constraints and reachability of the robot end-effector to the workpiece, and expresses the grasp availability of the workpiece, payload, and reachability of the robot as inequality constraints. Using the proposed system, the optimal solution was obtained in the computational experiments.
KW - integer programming problem
KW - Optimization of robot
KW - Selection of equipment
UR - http://www.scopus.com/inward/record.url?scp=85146324401&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85146324401&partnerID=8YFLogxK
U2 - 10.1109/IEEM55944.2022.9989780
DO - 10.1109/IEEM55944.2022.9989780
M3 - Conference contribution
AN - SCOPUS:85146324401
T3 - IEEE International Conference on Industrial Engineering and Engineering Management
SP - 530
EP - 534
BT - IEEE International Conference on Industrial Engineering and Engineering Management, IEEM 2022
PB - IEEE Computer Society
T2 - 2022 IEEE International Conference on Industrial Engineering and Engineering Management, IEEM 2022
Y2 - 7 December 2022 through 10 December 2022
ER -