TY - JOUR
T1 - Trade-off between process scheduling and production cost in cyclic flexible robotic cells
AU - Ghadiri Nejad, Mazyar
AU - Shavarani, Seyed Mahdi
AU - Vizvári, Béla
AU - Barenji, Reza Vatankhah
N1 - Publisher Copyright:
© 2018, Springer-Verlag London Ltd., part of Springer Nature.
PY - 2018/4/1
Y1 - 2018/4/1
N2 - In this study, a bi-objective scheduling problem of a flexible robotic cell is considered aiming to a trade-off between cell’s processes scheduling and the production cost. At the cell, machines are identical and parallel and in line. There is an input buffer for the raw materials and an output buffer for the products. A robot is in charge of loading and unloading of the items from the input buffer to machines and from machines to the out put buffer. The system is cyclic means repeats the same processes in every cycle. It is assumed that each machine processes one part in each cycle. A bi-objective mathematical model is presented to solve the problem, and as an alternative, an NSGAII is developed for large-sized problems. Several numerical examples are solved for examining the proposed mathematical model and NSGAII method.
AB - In this study, a bi-objective scheduling problem of a flexible robotic cell is considered aiming to a trade-off between cell’s processes scheduling and the production cost. At the cell, machines are identical and parallel and in line. There is an input buffer for the raw materials and an output buffer for the products. A robot is in charge of loading and unloading of the items from the input buffer to machines and from machines to the out put buffer. The system is cyclic means repeats the same processes in every cycle. It is assumed that each machine processes one part in each cycle. A bi-objective mathematical model is presented to solve the problem, and as an alternative, an NSGAII is developed for large-sized problems. Several numerical examples are solved for examining the proposed mathematical model and NSGAII method.
KW - Cyclic scheduling
KW - Flexible manufacturing
KW - Flexible robotic cell
KW - Metaheuristics
KW - Multi-objective
KW - NSGAII
UR - http://www.scopus.com/inward/record.url?scp=85041604021&partnerID=8YFLogxK
U2 - 10.1007/s00170-018-1577-x
DO - 10.1007/s00170-018-1577-x
M3 - Article
AN - SCOPUS:85041604021
SN - 0268-3768
VL - 96
SP - 1081
EP - 1091
JO - International Journal of Advanced Manufacturing Technology
JF - International Journal of Advanced Manufacturing Technology
IS - 1-4
ER -