Balancing of robotic mixed-model two-sided assembly line with robot setup times

被引:2
|
作者
Mojtaba Aghajani
Reza Ghodsi
Babak Javadi
机构
[1] University of Tehran,Department of Industrial Engineering, Faculty of Engineering
关键词
Robotic mixed-model two-sided assembly line; Mixed-integer programming; Simulated annealing;
D O I
暂无
中图分类号
学科分类号
摘要
In this paper, type II robotic mixed-model two-sided assembly line balancing (RMTALB-II) problem is considered. In recent years, robots have been widely used in assembly systems as called robotic assembly lines where a set of tasks have to be assigned to stations and each station needs to select one of the different robots to process the assigned tasks. Two-sided assembly lines are especially used to produce large-sized high-volume products, such as automobiles, trucks, and buses. In this type of production line, both left side and right side of the line are used in parallel. However, little attention has been paid to solve RMTALB problems. Moreover, according to our best knowledge, there is no published work in the literature on RMTALB. This paper presents a new mixed-integer programming model for RMTALB-II to minimize the cycle time for a given number of mated stations. Since RMTALB problems are in NP-hard class of combinatorial optimization problems, a simulated annealing (SA) algorithm as metaheuristic method is proposed to solve the problem. Some problems are solved by SA and performance of the SA is evaluated by comparing their results with the optimal solution. The computational results show that SA is more efficient.
引用
收藏
页码:1005 / 1016
页数:11
相关论文
共 50 条
  • [21] Balancing of mixed-model two-sided assembly lines with multiple U-shaped layout
    Masoud Rabbani
    Mohsen Moghaddam
    Neda Manavizadeh
    The International Journal of Advanced Manufacturing Technology, 2012, 59 : 1191 - 1210
  • [22] Balancing two-sided assembly lines with sequence-dependent setup times
    Ozcan, Ugur
    Toklu, Bilal
    INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 2010, 48 (18) : 5363 - 5383
  • [23] Balancing of mixed-model two-sided assembly lines with multiple U-shaped layout
    Rabbani, Masoud
    Moghaddam, Mohsen
    Manavizadeh, Neda
    INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2012, 59 (9-12): : 1191 - 1210
  • [24] A Research of Multi-Constrained Two-sided Mixed-model Assembly Line Balancing Problem Based on Genetic Algorithm
    Luo Yuwei
    Chang Jian'e
    Zhang Feng
    Zhang Shijing
    2020 IEEE 7TH INTERNATIONAL CONFERENCE ON INDUSTRIAL ENGINEERING AND APPLICATIONS (ICIEA 2020), 2020, : 377 - 381
  • [25] MILP model for integrated balancing and sequencing mixed-model two-sided assembly line with variable launching interval and assignment restrictions
    Azmi, N. I. L. Mohd
    Ahmad, R.
    Zainuddin, Z. M.
    1ST INTERNATIONAL CONFERENCE ON APPLIED & INDUSTRIAL MATHEMATICS AND STATISTICS 2017 (ICOAIMS 2017), 2017, 890
  • [26] Mathematical model for robotic two-sided assembly line balancing problem with zoning constraints
    Yadav, Ashish
    Agrawal, Sunil
    INTERNATIONAL JOURNAL OF SYSTEM ASSURANCE ENGINEERING AND MANAGEMENT, 2022, 13 (01) : 395 - 408
  • [27] Mathematical model for robotic two-sided assembly line balancing problem with zoning constraints
    Ashish Yadav
    Sunil Agrawal
    International Journal of System Assurance Engineering and Management, 2022, 13 : 395 - 408
  • [28] Improved ant colony algorithm for the mixed-model parallel two-sided assembly lines balancing problem
    Jiao, Yuling
    Wang, Yang
    Deng, Xue
    Su, Xinyue
    Huang, Lujiao
    ENGINEERING OPTIMIZATION, 2024, 56 (11) : 1784 - 1798
  • [29] Multi-objective two-sided mixed-model assembly line balancing using particle swarm optimisation with negative knowledge
    Chutima, Parames
    Chimklai, Palida
    COMPUTERS & INDUSTRIAL ENGINEERING, 2012, 62 (01) : 39 - 55
  • [30] A Decomposition Approach for Sequencing Mixed-Model Two-Sided Assembly Line with Stochastic Processing Time
    Wu, Jiaxi
    Shang, Jing
    Wang, Jibin
    Li, Zhen
    Wu, Zhihui
    Xiao, Limin
    ASIA-PACIFIC JOURNAL OF OPERATIONAL RESEARCH, 2024,