串行流水线中基于缓冲的高效节能控制的Pareto前分析

Nicla Frigerio, A. Matta, Ziwei Lin
{"title":"串行流水线中基于缓冲的高效节能控制的Pareto前分析","authors":"Nicla Frigerio, A. Matta, Ziwei Lin","doi":"10.1109/MELECON53508.2022.9842980","DOIUrl":null,"url":null,"abstract":"Machine energy state can be controlled to improve sustainability of production systems by reducing the energy demanded during idle periods. Indeed, machines can be switched off to avoid energy waste, although a start up is required to resume the service. Because of system complexity and interactions among control parameters, the performance of production systems composed by controlled machines is difficult to predict. The paper analyzes a serial flow line where machines can be controlled for energy saving purposes using butter level thresholds. The multi-objective goal is to minimize the energy consumed to produce parts and to maximize the throughput. The Pareto front obtained is analyzed by mean of numerical cases and the work provides useful insights for the energy management of manufacturing systems. Discrete Event Simulation is used to evaluate system performance. For the analyzed scenarios, moving along the Pareto front, from highest to lowest throughput, more and more machines are controlled.","PeriodicalId":303656,"journal":{"name":"2022 IEEE 21st Mediterranean Electrotechnical Conference (MELECON)","volume":"81 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2022-06-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Pareto Front Analysis of Buffer-based Energy Efficient Control for Machines in Serial Flow Lines\",\"authors\":\"Nicla Frigerio, A. Matta, Ziwei Lin\",\"doi\":\"10.1109/MELECON53508.2022.9842980\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Machine energy state can be controlled to improve sustainability of production systems by reducing the energy demanded during idle periods. Indeed, machines can be switched off to avoid energy waste, although a start up is required to resume the service. Because of system complexity and interactions among control parameters, the performance of production systems composed by controlled machines is difficult to predict. The paper analyzes a serial flow line where machines can be controlled for energy saving purposes using butter level thresholds. The multi-objective goal is to minimize the energy consumed to produce parts and to maximize the throughput. The Pareto front obtained is analyzed by mean of numerical cases and the work provides useful insights for the energy management of manufacturing systems. Discrete Event Simulation is used to evaluate system performance. For the analyzed scenarios, moving along the Pareto front, from highest to lowest throughput, more and more machines are controlled.\",\"PeriodicalId\":303656,\"journal\":{\"name\":\"2022 IEEE 21st Mediterranean Electrotechnical Conference (MELECON)\",\"volume\":\"81 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2022-06-14\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2022 IEEE 21st Mediterranean Electrotechnical Conference (MELECON)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/MELECON53508.2022.9842980\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2022 IEEE 21st Mediterranean Electrotechnical Conference (MELECON)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/MELECON53508.2022.9842980","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

通过减少闲置期间的能源需求,可以控制机器的能量状态,提高生产系统的可持续性。实际上,机器可以关闭以避免能源浪费,尽管需要重新启动才能恢复服务。由于系统的复杂性和控制参数之间的相互作用,由被控机器组成的生产系统的性能难以预测。本文分析了一种串行流水线,其中机器可以使用黄油液位阈值来控制节能目的。多目标目标是最小化生产零件所消耗的能量并最大化吞吐量。通过数值算例对所得到的帕累托前沿进行了分析,为制造系统的能量管理提供了有益的见解。采用离散事件仿真对系统性能进行评估。对于所分析的场景,沿着帕累托前沿,从最高到最低的吞吐量,越来越多的机器被控制。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Pareto Front Analysis of Buffer-based Energy Efficient Control for Machines in Serial Flow Lines
Machine energy state can be controlled to improve sustainability of production systems by reducing the energy demanded during idle periods. Indeed, machines can be switched off to avoid energy waste, although a start up is required to resume the service. Because of system complexity and interactions among control parameters, the performance of production systems composed by controlled machines is difficult to predict. The paper analyzes a serial flow line where machines can be controlled for energy saving purposes using butter level thresholds. The multi-objective goal is to minimize the energy consumed to produce parts and to maximize the throughput. The Pareto front obtained is analyzed by mean of numerical cases and the work provides useful insights for the energy management of manufacturing systems. Discrete Event Simulation is used to evaluate system performance. For the analyzed scenarios, moving along the Pareto front, from highest to lowest throughput, more and more machines are controlled.
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:604180095
Book学术官方微信