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Hiwa Farughi

Hiwa Farughi

Academic rank: Professor
ORCID: 0000-0001-9745-9691
Education: PhD.
ScopusId: 54789623500
Faculty: Faculty of Engineering
Address:
Phone: 08733660073

Research

Title
Applying Metaheuristic Algorithms for Output Rate Analysis in Two-Machine Robotic Manufacturing Cells
Type
JournalPaper
Keywords
Flexible Robotic Manufacturing Cell, Cycle Time, Movement Policy, Robot
Year
2013
Journal International Journal of Advanced Robotic Systems
DOI
Researchers Mohammad Fathian ، Isa Nakhai Kamalabadi ، Mehdi Heidari ، Hiwa Farughi ، Forozan Naseri

Abstract

This article analyses the output rate in twomachine flexible robotic manufacturing cells. The flexible CNC machines in this manufacturing cell can process different operations. The manufactured parts in the cell are identical and it is assumed that different operations are required to manufacture each part. Moreover, loading/unloading time of a part by the robot ( ) , robot movement time between the machines and input and output areas ( ) , and processing time of the jth part on the machines (tj) are considered to be fixed. The main objective of this article is to minimize cycle time in order to increase the output rate of the manufacturing cell. To achieve this goal, it is important to optimally assign operations required for manufacturing a part to each machine and to determine the optimal robot moves sequence. Accordingly, existing feasible movement policies in the cell and their cycle times have been reviewed, and then these policies have been considered in a new machine layout and their cycle times have been calculated based on the new robot moves sequence. Afterwards, a mathematical model has been presented to select optimal cycle time in the manufacturing cell and this model has been solved by a branch and bound exact algorithm; since the mathematical model is non‐linear and the optimal solution cannot be obtained, two metaheuristic algorithms—genetic and simulated annealing algorithms—have also been proposed to solve the model and their results have been compared.