A MATHEMATICAL MODEL FOR INTEGRATING CELL FORMATION WITH MACHINE LAYOUT AND CELL LAYOUT IN DYNAMIC CELLULAR MANUFACTURING SYSTEMS

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Golmohammadi Amir Mohammad; Honarvar Mahboobeh; HOSSEINI NASAB HASAN; TAVAKKOLI MOGHADDAM REZA

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Seminar Paper

Paper Information

Seminar: INTERNATIONAL CONFERENCE ON INDUSTRIAL ENGINEERING
Year:2017 | Issue:13

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Title

A MATHEMATICAL MODEL FOR INTEGRATING CELL FORMATION WITH MACHINE LAYOUT AND CELL LAYOUT IN DYNAMIC CELLULAR MANUFACTURING SYSTEMS

Author(s)

Golmohammadi Amir Mohammad | Honarvar Mahboobeh | HOSSEINI NASAB HASAN | TAVAKKOLI MOGHADDAM REZA

Keywords

CELLULAR MANUFACTURING SYSTEM (CMS)

CELL FORMATION (CF)

INTER-CELL LAYOUT

INTRA-CELL LAYOUT

GENETIC ALGORITHM (GA)

Abstract

THE FUNDAMENTAL FUNCTION OF A CELLULAR MANUFACTURING SYSTEM (CMS) IS BASED ON DEFINITION AND RECOGNITION OF A TYPE OF SIMILARITY AMONG THE PARTS THAT MUST BE PRODUCED IN A PLANNING PERIOD. CELL FORMATION (CF) AND CELL MACHINE LAYOUT DESIGN ARE TWO IMPORTANT STEPS IN IMPLEMENTATION OF THE CMS. THIS PAPER REPRESENTS A NEW MATHEMATICAL NONLINEAR PROGRAMMING MODEL FOR DYNAMIC CELL FORMATION THAT EMPLOYS THE RECTILINEAR DISTANCE NOTION TO DETERMINE THE LAYOUT IN THE CONTINUOUS SPACE. IN THE PRESENTED MODEL, THE OBJECTIVE FUNCTION ACCURATELY CALCULATES THE COSTS OF INTER AND INTRA-CELL MOVEMENTS OF PARTS AND CALCULATES THE COST OF A CELL RESTRUCTURE. DUE TO THE PROBLEM COMPLEXITY, THE PRESENTED MATHEMATICAL MODEL IS CATEGORIZED IN NP-HARDNESS; THUS, A GENETIC ALGORITHM (GA) IS USED FOR SOLVING THIS PROBLEM. COMPARING THE RESULTS FROM THE GA AND THE RESULTS FROM SOLVING A LINEAR MODEL THROUGH LINGO SPECIFIES THAT SOLVING THE PRESENTED MODEL ACCURATELY FOR MORE THAN FOUR MACHINES IN A LOGICAL TIME IS IMPOSSIBLE.

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APA: Copy

Golmohammadi, Amir Mohammad, Honarvar, Mahboobeh, HOSSEINI NASAB, HASAN, & TAVAKKOLI MOGHADDAM, REZA. (2017). A MATHEMATICAL MODEL FOR INTEGRATING CELL FORMATION WITH MACHINE LAYOUT AND CELL LAYOUT IN DYNAMIC CELLULAR MANUFACTURING SYSTEMS. INTERNATIONAL CONFERENCE ON INDUSTRIAL ENGINEERING. SID. https://sid.ir/paper/937046/en

Vancouver: Copy

Golmohammadi Amir Mohammad, Honarvar Mahboobeh, HOSSEINI NASAB HASAN, TAVAKKOLI MOGHADDAM REZA. A MATHEMATICAL MODEL FOR INTEGRATING CELL FORMATION WITH MACHINE LAYOUT AND CELL LAYOUT IN DYNAMIC CELLULAR MANUFACTURING SYSTEMS. 2017. Available from: https://sid.ir/paper/937046/en

IEEE: Copy

Amir Mohammad Golmohammadi, Mahboobeh Honarvar, HASAN HOSSEINI NASAB, and REZA TAVAKKOLI MOGHADDAM, “A MATHEMATICAL MODEL FOR INTEGRATING CELL FORMATION WITH MACHINE LAYOUT AND CELL LAYOUT IN DYNAMIC CELLULAR MANUFACTURING SYSTEMS,” presented at the INTERNATIONAL CONFERENCE ON INDUSTRIAL ENGINEERING. 2017, [Online]. Available: https://sid.ir/paper/937046/en

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