A two‐phase procedure for cell formation in manufacturing systems
Elizabeth Maria Klippel, Arlindo Gómes de Alvarenga, Francisco José Gomes
Abstract
Elizabeth Maria Klippel, Arlindo Gómes de Alvarenga, Francisco José Gomes
Abstract
This work addresses the problem of specification of cellular manufacturing systems (CMS), identifying the machine cells and the respective part families, as well as considering some constraints usually met during the CMS’ installation. For this, we developed a heuristic procedure consisting of two phases, where in the first phase, a version of the breadth‐first search algorithm is used to allocate parts to the machines, in a way not to violate the processing capacity of the machines; and in the second phase, a genetic algorithm is used to identify the machine cells and the respective part families.
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This work addresses the problem of specification of cellular manufacturing systems (CMS), identifying the machine cells and the respective part families, as well as considering some constraints usually met during the CMS’ installation. For this, we developed a heuristic procedure consisting of two phases, where in the first phase, a version of the breadth‐first search algorithm is used to allocate parts to the machines, in a way not to violate the processing capacity of the machines; and in the second phase, a genetic algorithm is used to identify the machine cells and the respective part families.
Key concepts: Cellular manufacturing, Heuristic, Phase (matter), Genetic algorithm, Computer science, Work (physics), Cell formation, Engineering