USING MARKOV CHAIN TO ANALYZE PRODUCTION LINES SYSTEMS WITH LAYOUT CONSTRAINTS

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ABEDI SADEGH; MOUSAKHANI MORTEZA; HAMIDI NASER

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Journal Paper

Paper Information

Journal: JOURNAL OF OPTIMIZATION IN INDUSTRIAL ENGINEERING (JOURNAL OF INDUSTRIAL ENGINEERING) Year:2009 | Volume:3 | Issue:PRE. NO. 3 Page(s): 15-23

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Title

USING MARKOV CHAIN TO ANALYZE PRODUCTION LINES SYSTEMS WITH LAYOUT CONSTRAINTS

Author(s)

ABEDI SADEGH | MOUSAKHANI MORTEZA | HAMIDI NASER | Issue Writer Certificate

Keywords

QUEUING THEORY

MARKOV CHAIN

LAYOUT

LINE BALANCE

Abstract

There are some problems with estimating the time required for the manufacturing process of products, especially when there is a variable serving time, like control stage. These problems will cause overestimation of process time. LAYOUT constraints, reworking constraints and inflexible product schedule in multi product lines need a precise planning to reduce volume in particular situation of line stock. In this article, a hybrid model has been presented by analyzing real queue systems with LAYOUT constraints as well as by using concepts and principles of MARKOV CHAIN in queue theory. This model can serve as benchmark to assess queue systems with probable parameters of service. Here, the proposed model will be described drawing on the findings of a case study. Thus, production lines of a home application manufacturer will be analyzed.

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APA: Copy

ABEDI, SADEGH, MOUSAKHANI, MORTEZA, & HAMIDI, NASER. (2009). USING MARKOV CHAIN TO ANALYZE PRODUCTION LINES SYSTEMS WITH LAYOUT CONSTRAINTS. JOURNAL OF OPTIMIZATION IN INDUSTRIAL ENGINEERING (JOURNAL OF INDUSTRIAL ENGINEERING), 3(PRE. NO. 3), 15-23. SID. https://sid.ir/paper/573944/en

Vancouver: Copy

ABEDI SADEGH, MOUSAKHANI MORTEZA, HAMIDI NASER. USING MARKOV CHAIN TO ANALYZE PRODUCTION LINES SYSTEMS WITH LAYOUT CONSTRAINTS. JOURNAL OF OPTIMIZATION IN INDUSTRIAL ENGINEERING (JOURNAL OF INDUSTRIAL ENGINEERING)[Internet]. 2009;3(PRE. NO. 3):15-23. Available from: https://sid.ir/paper/573944/en

IEEE: Copy

SADEGH ABEDI, MORTEZA MOUSAKHANI, and NASER HAMIDI, “USING MARKOV CHAIN TO ANALYZE PRODUCTION LINES SYSTEMS WITH LAYOUT CONSTRAINTS,” JOURNAL OF OPTIMIZATION IN INDUSTRIAL ENGINEERING (JOURNAL OF INDUSTRIAL ENGINEERING), vol. 3, no. PRE. NO. 3, pp. 15–23, 2009, [Online]. Available: https://sid.ir/paper/573944/en

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