Hierarchical and two-stage framework for the paced mixed-model assembly line balancing and sequencing problem considering ergonomic risk

被引:0
|
作者
Lin, Libin [1 ]
Wei, Lijun [1 ]
Liu, Ting [1 ]
Zhang, Hao [1 ]
Qin, Peihua [1 ]
Leng, Jiewu [1 ]
Zhang, Ding [1 ]
Liu, Qiang [1 ]
机构
[1] Guangdong Univ Technol, Guangdong Prov Key Lab Comp Integrated Mfg Syst, State Key Lab Precis Elect Mfg Technol & Equipment, Guangzhou, Peoples R China
基金
中国国家自然科学基金;
关键词
Paced mixed-model assembly lines; balancing and sequencing; ergonomic risk; hierarchical framework; divide-and-conquer strategy; MATHEMATICAL-MODEL; WORK OVERLOAD; JOB ROTATION; ALGORITHM; INDEX; OCRA;
D O I
10.1080/0305215X.2023.2220159
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
Paced mixed-model assembly lines are popular with various manufacturing enterprises. However, they face the weakness that they are at risk of line stoppages owing to the occurrence of workstation work overload situations. Moreover, the consideration of workers' health and ergonomic risk on manual assembly lines is a necessity required by legislation. Therefore, this article addresses mixed-model assembly line balancing and sequencing taking the problem of ergonomic risk into consideration and manages work overloads using a side-by-side policy with utility workers. To solve these problems, this article proposes an hierarchical and two-stage framework. The optimization goals are to minimize the number of workstations and utility workers. Furthermore, this article integrates an iterated greedy algorithm into a genetics algorithm to obtain global exploration and local exploitation ability. Finally, a divide-and-conquer strategy is proposed to meet the challenge of solving a large-scale problem. Experimental results show the effectiveness of the mechanism proposed in this article.
引用
收藏
页码:1098 / 1121
页数:24
相关论文
共 50 条
  • [11] Optimal production sequencing problem to minimise line stoppage time in a mixed-model assembly line
    Tamura, Takayoshi
    Okumura, Taiji
    Dhakar, Tej Singh
    Ohno, Katsuhisa
    INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 2011, 49 (14) : 4299 - 4315
  • [12] GRASP with path relinking for a multiple objective sequencing problem for a mixed-model assembly line
    Alpay, Serafettin
    INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 2009, 47 (21) : 6001 - 6017
  • [13] GRASP for Minimizing the Ergonomic Risk Range in Mixed-Model Assembly Lines
    Bautista, Joaquin
    Alfaro-Pozo, Rocio
    Batalla-Garcia, Cristina
    ADVANCES IN ARTIFICIAL INTELLIGENCE, CAEPIA 2016, 2016, 9868 : 397 - 407
  • [14] Balancing of mixed-model two-sided assembly lines
    Ozcan, Ugur
    Toklu, Bilal
    COMPUTERS & INDUSTRIAL ENGINEERING, 2009, 57 (01) : 217 - 227
  • [15] Multi-objective Optimization for Mixed-model Assembly Line Sequencing and Balancing in the Context of Industry 4.0
    Majidian-Eidgahi, Mehran
    Baboli, Armand
    Tavakkoli-Moghaddam, R.
    2020 IEEE INTERNATIONAL CONFERENCE ON INDUSTRIAL ENGINEERING AND ENGINEERING MANAGEMENT (IEEE IEEM), 2020, : 1172 - 1178
  • [16] A mathematical model and artificial bee colony algorithm for the lexicographic bottleneck mixed-model assembly line balancing problem
    Kucukkoc, Ibrahim
    Buyukozkan, Kadir
    Satoglu, Sule Itir
    Zhang, David Z.
    JOURNAL OF INTELLIGENT MANUFACTURING, 2019, 30 (08) : 2913 - 2925
  • [17] A mathematical model and artificial bee colony algorithm for the lexicographic bottleneck mixed-model assembly line balancing problem
    Ibrahim Kucukkoc
    Kadir Buyukozkan
    Sule Itir Satoglu
    David Z. Zhang
    Journal of Intelligent Manufacturing, 2019, 30 : 2913 - 2925
  • [18] Mixed-model multi-manned assembly line balancing problem: a mathematical model and a simulated annealing approach
    Roshani, Abdolreza
    Nezami, Farnaz Ghazi
    ASSEMBLY AUTOMATION, 2017, 37 (01) : 34 - 50
  • [19] Optimization Research on Mixed-Model Multi-manned Assembly Line Balancing Problem of Type I
    Yang W.
    Cheng W.
    Xinan Jiaotong Daxue Xuebao/Journal of Southwest Jiaotong University, 2021, 56 (05): : 981 - 988
  • [20] The Collaboration of Human-Robot in Mixed-Model Four-Sided Assembly Line Balancing Problem
    Rabbani, Masoud
    Behbahan, Seyedeh Zeinab Beladian
    Farrokhi-Asl, Hamed
    JOURNAL OF INTELLIGENT & ROBOTIC SYSTEMS, 2020, 100 (01) : 71 - 81