无可用性约束下最小化总能耗的非排列流水车间调度问题

Sadiqi Assia, El Abbassi Ikram, El Barkany Abdellah, El Biyaali Ahmed
{"title":"无可用性约束下最小化总能耗的非排列流水车间调度问题","authors":"Sadiqi Assia, El Abbassi Ikram, El Barkany Abdellah, El Biyaali Ahmed","doi":"10.1109/ICOA.2019.8727649","DOIUrl":null,"url":null,"abstract":"Nowadays, energy demand has grown rapidly and remarkably in the different sector. More particularly the industry currently consumes about half of the world’s energy. Furthermore, there has been a growing concern over the environmental impact of traditional manufacturing, especially in terms of energy consumption and related emissions of carbon dioxide. Besides the adoption of new equipment, production scheduling could play a key role in reducing the total energy consumption of a manufacturing plant. This article deals with the non-permutation flow shop scheduling problems with non-availability intervals to minimize the total energy consumption (TEC) and makespan (Cmax). Specifically, two kinds of unavailability constraints are investigated and the jobs are non-resumable in both cases. In the first case, the non- availability intervals are periodically fixed and known in advance. In the second case, the intervals are flexible and the machines’ continuous working time cannot exceed a maximum allowed time. The mixed binary integer programming model is provided for deriving the optimal schedules. The problems of minimising makespan in such flow shops are proved Non-deterministic Polynomial-time hard in strong sense. To the best of our knowledge, no papers considering both production scheduling and unavailability constraints with minimizing the total of energy consumption and makespan in flow shop. The gap between theory and practice prevents the satisfying performance of the schedules in industry. The purpose of this paper is to establish a joint model for integrating the production and unavailability constraints to optimize the bi-objective of the total energy consumption and makespan simultaneously; and to make the theory applied in practice more efficaciously.","PeriodicalId":109940,"journal":{"name":"2019 5th International Conference on Optimization and Applications (ICOA)","volume":"102 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2019-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"4","resultStr":"{\"title\":\"Non-permutation flow shop scheduling problems with unavailability constraints to Minimize Total Energy Consumption\",\"authors\":\"Sadiqi Assia, El Abbassi Ikram, El Barkany Abdellah, El Biyaali Ahmed\",\"doi\":\"10.1109/ICOA.2019.8727649\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Nowadays, energy demand has grown rapidly and remarkably in the different sector. More particularly the industry currently consumes about half of the world’s energy. Furthermore, there has been a growing concern over the environmental impact of traditional manufacturing, especially in terms of energy consumption and related emissions of carbon dioxide. Besides the adoption of new equipment, production scheduling could play a key role in reducing the total energy consumption of a manufacturing plant. This article deals with the non-permutation flow shop scheduling problems with non-availability intervals to minimize the total energy consumption (TEC) and makespan (Cmax). Specifically, two kinds of unavailability constraints are investigated and the jobs are non-resumable in both cases. In the first case, the non- availability intervals are periodically fixed and known in advance. In the second case, the intervals are flexible and the machines’ continuous working time cannot exceed a maximum allowed time. The mixed binary integer programming model is provided for deriving the optimal schedules. The problems of minimising makespan in such flow shops are proved Non-deterministic Polynomial-time hard in strong sense. To the best of our knowledge, no papers considering both production scheduling and unavailability constraints with minimizing the total of energy consumption and makespan in flow shop. The gap between theory and practice prevents the satisfying performance of the schedules in industry. The purpose of this paper is to establish a joint model for integrating the production and unavailability constraints to optimize the bi-objective of the total energy consumption and makespan simultaneously; and to make the theory applied in practice more efficaciously.\",\"PeriodicalId\":109940,\"journal\":{\"name\":\"2019 5th International Conference on Optimization and Applications (ICOA)\",\"volume\":\"102 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2019-04-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"4\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2019 5th International Conference on Optimization and Applications (ICOA)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ICOA.2019.8727649\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2019 5th International Conference on Optimization and Applications (ICOA)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICOA.2019.8727649","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 4

摘要

如今,各个领域的能源需求都在迅速而显著地增长。更具体地说,该行业目前消耗了全球约一半的能源。此外,人们越来越关注传统制造业对环境的影响,特别是在能源消耗和相关的二氧化碳排放方面。除了采用新设备外,生产调度在降低制造工厂的总能耗方面也起着关键作用。为了使总能耗(TEC)和完工时间(Cmax)最小化,研究了具有非可用间隔的非排列流水车间调度问题。具体来说,研究了两种不可用性约束,在这两种情况下作业都是不可恢复的。在第一种情况下,非可用性间隔是定期固定的,并且事先已知。在第二种情况下,间隔是灵活的,机器的连续工作时间不能超过最大允许时间。给出了混合二进制整数规划模型,用于最优调度的推导。证明了这种流车间的最大完工时间最小化问题是强意义上的非确定性多项式时间难题。据我们所知,目前还没有论文同时考虑流程车间中最小化总能耗和完工时间的生产调度和不可用性约束。理论与实践之间的差距阻碍了计划在工业中的令人满意的执行。本文的目的是建立一个集成生产约束和不可用约束的联合模型,同时优化总能耗和完工时间的双目标;并使理论更有效地应用于实践。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Non-permutation flow shop scheduling problems with unavailability constraints to Minimize Total Energy Consumption
Nowadays, energy demand has grown rapidly and remarkably in the different sector. More particularly the industry currently consumes about half of the world’s energy. Furthermore, there has been a growing concern over the environmental impact of traditional manufacturing, especially in terms of energy consumption and related emissions of carbon dioxide. Besides the adoption of new equipment, production scheduling could play a key role in reducing the total energy consumption of a manufacturing plant. This article deals with the non-permutation flow shop scheduling problems with non-availability intervals to minimize the total energy consumption (TEC) and makespan (Cmax). Specifically, two kinds of unavailability constraints are investigated and the jobs are non-resumable in both cases. In the first case, the non- availability intervals are periodically fixed and known in advance. In the second case, the intervals are flexible and the machines’ continuous working time cannot exceed a maximum allowed time. The mixed binary integer programming model is provided for deriving the optimal schedules. The problems of minimising makespan in such flow shops are proved Non-deterministic Polynomial-time hard in strong sense. To the best of our knowledge, no papers considering both production scheduling and unavailability constraints with minimizing the total of energy consumption and makespan in flow shop. The gap between theory and practice prevents the satisfying performance of the schedules in industry. The purpose of this paper is to establish a joint model for integrating the production and unavailability constraints to optimize the bi-objective of the total energy consumption and makespan simultaneously; and to make the theory applied in practice more efficaciously.
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