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https://www.um.edu.mt/library/oar/handle/123456789/94598
Title: | Kanban scheduling system |
Authors: | Colombo, Christian (2007) |
Keywords: | Computer integrated manufacturing systems Production control Genetic algorithms Just-in-time systems |
Issue Date: | 2007 |
Citation: | Colombo, C. (2007). Kanban scheduling system (Bachelor's dissertation). |
Abstract: | Nowadays many manufacturing plants have adopted a demand-driven production control system also known as just-in-time production (JIT). This greatly reduces inventory costs because the buffers between the processes act as a blocking mechanism to indicate when production should stop and when eventually it can continue. One implementation of a JIT system is the Kanban system. Manufacturing in a JIT fashion, we face the challenge of flexibility to respond to changes in the customers' demands, while at the same time remaining cost-effective. This work attempts to introduce automation to the process of kanban scheduling in a manufacturing plant environment with a multi-level part type. The proposed solution is a Memetic Algorithm (MA) which tries to optimize schedules such that they meet the deadlines of customer orders without causing buffer overflows, while at the same time keeping setup time to a minimum and the placing free periods sensibly if these occur. The evaluation shows that this was achieved and the MA gave better results than the manual system currently in use. |
Description: | B.Sc. IT (Hons)(Melit.) |
URI: | https://www.um.edu.mt/library/oar/handle/123456789/94598 |
Appears in Collections: | Dissertations - FacICT - 1999-2009 Dissertations - FacICTCS - 1999-2007 |
Files in This Item:
File | Description | Size | Format | |
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BSC(HONS)IT_Colombo_Christian_2007.pdf Restricted Access | 22.17 MB | Adobe PDF | View/Open Request a copy | |
Colombo_Christian_acc.material.pdf Restricted Access | 215.42 kB | Adobe PDF | View/Open Request a copy |
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