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Hybrid approach of discrete event simulation integrated with location search algorithm in a cells assignment problem: a case study
- Source :
- RiuNet. Repositorio Institucional de la Universitat Politécnica de Valéncia, instname
- Publication Year :
- 2018
- Publisher :
- Springer Science and Business Media LLC, 2018.
-
Abstract
- [EN] This paper presents a case study describing a cell assignment problem in an assembly facility. These cells receive parts from external suppliers, and sort and sequence these parts to feed the final assembly line. Therefore, to each cell are associated important inbound and outbound flows generating hundreds of material handling equipment movements along the facility, impacting the traffic density and causing eventually safety issues in the plant. Following an important plant redesign, cells have been relocated, and the plant managers need to decide how to manage the new logistic flows. To that aim, a hybrid approach encompassing mathematical optimization and discrete event simulation (DES) is proposed. This approach allows us to reduce complexity by decomposing the design into two phases. The first phase deals with the problem of generating cell¿s assignment alternatives by using a heuristic method to find good quality solutions. Then, a DES software is used to dynamically evaluate the performance of the solutions with respect to operational features such as traffic congestion and intensity. This second phase provides interesting managerial insights on the manufacturing system from both quantitative and qualitative aspects related to in-plant safety and traffic.
- Subjects :
- 021103 operations research
Facility layout problem (FLP)
Computer science
business.industry
Heuristic (computer science)
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0211 other engineering and technologies
02 engineering and technology
Management Science and Operations Research
Industrial engineering
Software
Traffic congestion
Search algorithm
ORGANIZACION DE EMPRESAS
Automobile assembly line
sort
Quality (business)
Discrete event simulation
business
Supply logistics
Assignment problem
Material flow
media_common
Subjects
Details
- ISSN :
- 16139178 and 1435246X
- Volume :
- 28
- Database :
- OpenAIRE
- Journal :
- Central European Journal of Operations Research
- Accession number :
- edsair.doi.dedup.....63e3c537cce37147dbb46c6cec2c553f