Research on Electrolytic Aluminum Pot Tending Machine Scheduling Based on Improved Greedy Algorithm

Chengguo Su, Jiarui Cui, Xiangquan Li, Qun Yan, Bin Cao, Ruoyu Huang, Hui Lu
{"title":"Research on Electrolytic Aluminum Pot Tending Machine Scheduling Based on Improved Greedy Algorithm","authors":"Chengguo Su, Jiarui Cui, Xiangquan Li, Qun Yan, Bin Cao, Ruoyu Huang, Hui Lu","doi":"10.1109/ISCTIS51085.2021.00069","DOIUrl":null,"url":null,"abstract":"A scheduling method based on an improved greedy algorithm is proposed, and it aims to improve the working efficiency of the pot tending machine (PTM) in the aluminum electrolysis production process. First, the PTM temporary scheduling tasks are screened out by considering the constraints and the production process, in the situation of meet the actual production needs. Second, use the shortest time slice as the time benchmark for the greedy algorithm through analysis tasks. Third, an improved greedy algorithm- the depth-first search algorithm is combined with the greedy algorithm is proposed, it not only improves the efficiency of PTM allocation and scheduling, but also solves the problem of repeated search in the traditional algorithm. Finally, simulation verification the proposed scheduling algorithm.","PeriodicalId":403102,"journal":{"name":"2021 International Symposium on Computer Technology and Information Science (ISCTIS)","volume":"22 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2021-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2021 International Symposium on Computer Technology and Information Science (ISCTIS)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ISCTIS51085.2021.00069","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

Abstract

A scheduling method based on an improved greedy algorithm is proposed, and it aims to improve the working efficiency of the pot tending machine (PTM) in the aluminum electrolysis production process. First, the PTM temporary scheduling tasks are screened out by considering the constraints and the production process, in the situation of meet the actual production needs. Second, use the shortest time slice as the time benchmark for the greedy algorithm through analysis tasks. Third, an improved greedy algorithm- the depth-first search algorithm is combined with the greedy algorithm is proposed, it not only improves the efficiency of PTM allocation and scheduling, but also solves the problem of repeated search in the traditional algorithm. Finally, simulation verification the proposed scheduling algorithm.
基于改进贪心算法的电解铝罐机调度研究
提出了一种基于改进贪心算法的调度方法,旨在提高铝电解生产过程中罐式抚育机(PTM)的工作效率。首先,在满足实际生产需要的情况下,综合考虑约束条件和生产工艺筛选出PTM临时调度任务;其次,通过分析任务,以最短的时间片作为贪心算法的时间基准。第三,提出了一种改进的贪婪算法——深度优先搜索算法与贪婪算法相结合,不仅提高了PTM的分配和调度效率,而且解决了传统算法中重复搜索的问题。最后通过仿真验证了所提出的调度算法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
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