A Bi-Objective Model for a Stage Shop Scheduling Problem with HumanRobot Collaboration

被引:1
|
作者
Ghasemkhani, Ahmad [1 ]
Tavakkoli-Moghaddam, Reza [1 ]
Hamid, Mahdi [1 ]
Nasiri, Mohammad Mahdi [1 ]
机构
[1] Univ Tehran, Coll Engn, Sch Ind Engn, Tehran, Iran
来源
IFAC PAPERSONLINE | 2022年 / 55卷 / 10期
关键词
Stage shop scheduling; Human-Robot collaboration; Bi-objective model; TH method; ALGORITHM; OPTIMIZATION;
D O I
10.1016/j.ifacol.2022.09.568
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Stage shop scheduling is a type of manufacturing problem, in which operations need to be done on a group of jobs and are separated into different phases depending on their types. The stages are carried out in a sequential order; however, the operations within each stage are carried out in any order. In other words, the operations of a stage cannot be initiated until all operations of the previous stage are completed. Human-robot collaboration has become more popular as technologies and business empowerment has brought humans and robots closer together. In this study, jobs are allocated to humans and robots by presenting a bi-objective linear model to minimize the makespan and the cost of utilizing agents in a stage shop problem. Moreover, an interactive method is used to convert the model into a single objective one. The sensitivity results show that the makespan is minimized noticeably by collaborating the human and robots. Copyright (C) 2022 The Authors.
引用
收藏
页码:1290 / 1295
页数:6
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