基于类存储方法的原材料仓库布局仿真模型设计与改进——以实例为例

Aniesa Amalia Laila Fitri, P. Moengin, Fani Puspitasari
{"title":"基于类存储方法的原材料仓库布局仿真模型设计与改进——以实例为例","authors":"Aniesa Amalia Laila Fitri, P. Moengin, Fani Puspitasari","doi":"10.51505/ijaemr.2023.8103","DOIUrl":null,"url":null,"abstract":"This paper presents a simulation model design and improvement of raw material warehouse layout with class-based storage method at a company, namely PT XYZ. The identified problem lies in the raw material warehouse, namely the placement of raw materials is not in accordance with the type of class of raw materials and has not implemented the FIFO system. The total time for moving raw materials is 100.79 minutes which exceeds the time that the company has prepared for moving by 60 minutes. This study aims to design simulation model and make improvements to the raw material ware house layout of the company by using Class Based Storage method and ProModel software. Identify problems using a check sheet by looking at the actual state of the raw material warehouse. The initial simulation was made by looking at the average observation data of incoming raw materials per month and the cycle time of 30 days. There are 15 types of raw materials stored in the raw material ware house with 3 different storage areas. The initial raw material ware house layout simulation results with a total of 246 pallets get a time of 91.14 minutes. Furthermore, calculations are carried out using the Class Based Storage method and then forming classes according to the frequency of the moves, namely Area 1 with a total moving frequency of 68.21% which is placed close to the In/Out Area and Area 2 with a total moving frequency of 31.79%. After that, 2 improvement scenarios were made, the first scenario, namely layout improvements using the Class-Based Storage method, obtained transfer time of 85.17 minutes. The second scenario is the layout improvement and the addition of 1 forklift and the displacement time is 43.19 minutes. Based on the selection of proposed improvements using the Bonferroni Test, the best proposal was obtained, namely the second proposal with a reduction percentage of 52.6%.","PeriodicalId":354718,"journal":{"name":"International Journal of Advanced Engineering and Management Research","volume":"8 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Simulation Model Design and Improvement of Raw Material ware house layout with class-based storage method: A case study\",\"authors\":\"Aniesa Amalia Laila Fitri, P. Moengin, Fani Puspitasari\",\"doi\":\"10.51505/ijaemr.2023.8103\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"This paper presents a simulation model design and improvement of raw material warehouse layout with class-based storage method at a company, namely PT XYZ. The identified problem lies in the raw material warehouse, namely the placement of raw materials is not in accordance with the type of class of raw materials and has not implemented the FIFO system. The total time for moving raw materials is 100.79 minutes which exceeds the time that the company has prepared for moving by 60 minutes. This study aims to design simulation model and make improvements to the raw material ware house layout of the company by using Class Based Storage method and ProModel software. Identify problems using a check sheet by looking at the actual state of the raw material warehouse. The initial simulation was made by looking at the average observation data of incoming raw materials per month and the cycle time of 30 days. There are 15 types of raw materials stored in the raw material ware house with 3 different storage areas. The initial raw material ware house layout simulation results with a total of 246 pallets get a time of 91.14 minutes. Furthermore, calculations are carried out using the Class Based Storage method and then forming classes according to the frequency of the moves, namely Area 1 with a total moving frequency of 68.21% which is placed close to the In/Out Area and Area 2 with a total moving frequency of 31.79%. After that, 2 improvement scenarios were made, the first scenario, namely layout improvements using the Class-Based Storage method, obtained transfer time of 85.17 minutes. The second scenario is the layout improvement and the addition of 1 forklift and the displacement time is 43.19 minutes. Based on the selection of proposed improvements using the Bonferroni Test, the best proposal was obtained, namely the second proposal with a reduction percentage of 52.6%.\",\"PeriodicalId\":354718,\"journal\":{\"name\":\"International Journal of Advanced Engineering and Management Research\",\"volume\":\"8 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"1900-01-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"International Journal of Advanced Engineering and Management Research\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.51505/ijaemr.2023.8103\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"International Journal of Advanced Engineering and Management Research","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.51505/ijaemr.2023.8103","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

摘要

本文以某公司XYZ公司为例,介绍了基于类存储方法的原材料仓库布局的仿真模型设计与改进。发现的问题在于原料仓库,即原料的摆放没有按照原料的种类分类,也没有实行先进先出制度。搬运原材料的总时间为100.79分钟,比公司准备的搬运时间多了60分钟。本研究旨在设计仿真模型,并利用基于类的存储方法和ProModel软件对公司的原材料仓库布局进行改进。通过查看原材料仓库的实际状态,使用检查表识别问题。最初的模拟是根据每月进料的平均观测数据和30天的周期进行的。原料仓库有15种原料,有3个不同的储存区域。初始原料仓库布局仿真结果共246个托盘,时间为91.14分钟。然后,采用基于类的存储方法进行计算,然后根据移动频率形成类,即靠近进出区的区域1总移动频率为68.21%,区域2总移动频率为31.79%。之后,进行了2个改进场景,第一个场景,即基于类存储方法的布局改进,获得了85.17分钟的传输时间。第二种场景为改进布置,增加1台叉车,排水量时间为43.19分钟。通过Bonferroni Test对改进方案进行选择,得到最佳方案,即第二个方案,减少率为52.6%。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Simulation Model Design and Improvement of Raw Material ware house layout with class-based storage method: A case study
This paper presents a simulation model design and improvement of raw material warehouse layout with class-based storage method at a company, namely PT XYZ. The identified problem lies in the raw material warehouse, namely the placement of raw materials is not in accordance with the type of class of raw materials and has not implemented the FIFO system. The total time for moving raw materials is 100.79 minutes which exceeds the time that the company has prepared for moving by 60 minutes. This study aims to design simulation model and make improvements to the raw material ware house layout of the company by using Class Based Storage method and ProModel software. Identify problems using a check sheet by looking at the actual state of the raw material warehouse. The initial simulation was made by looking at the average observation data of incoming raw materials per month and the cycle time of 30 days. There are 15 types of raw materials stored in the raw material ware house with 3 different storage areas. The initial raw material ware house layout simulation results with a total of 246 pallets get a time of 91.14 minutes. Furthermore, calculations are carried out using the Class Based Storage method and then forming classes according to the frequency of the moves, namely Area 1 with a total moving frequency of 68.21% which is placed close to the In/Out Area and Area 2 with a total moving frequency of 31.79%. After that, 2 improvement scenarios were made, the first scenario, namely layout improvements using the Class-Based Storage method, obtained transfer time of 85.17 minutes. The second scenario is the layout improvement and the addition of 1 forklift and the displacement time is 43.19 minutes. Based on the selection of proposed improvements using the Bonferroni Test, the best proposal was obtained, namely the second proposal with a reduction percentage of 52.6%.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信