Abstract
This paper presents a new integer bi-objective model to integrate reliability and intra-cell layout design in a cellular manufacturing system (CMS). The first objective is to minimize the total costs (e.g., inter and intra-cell material handling, setting up routes, machine overhead and operation) considering intra-cell layout, operation sequence, operation time, alternative process routes, route selection, machine capacity, demand and part movements in a batch. The second objective is to maximize the processing routes reliability. The model presented in this paper is capable of modelling different failure characteristics (e.g., an increasing, decreasing or constant machine failure rate). To represent the capability of the presented model, a numerical example is solved using the ϵ-constraint method as an optimization tool.
Original language | English |
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State | Published - 2015 |
Event | 45th International Conference on Computers and Industrial Engineering, CIE 2015 - Metz, France Duration: 28 Oct 2015 → 30 Oct 2015 |
Conference
Conference | 45th International Conference on Computers and Industrial Engineering, CIE 2015 |
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Country/Territory | France |
City | Metz |
Period | 28/10/15 → 30/10/15 |
Keywords
- Cellular manufacturing system
- Intra-cell layout
- Multi-objective optimization
- Reliability