Dynamic Production Scheduling for Prefabricated Components Considering the Demand Fluctuation

被引:14
|
作者
Du, Juan [1 ,2 ]
Dong, Peng [1 ]
Sugumaran, Vijayan [3 ,4 ]
机构
[1] Shanghai Univ, SILC Business Sch, Shanghai 201800, Peoples R China
[2] Univ Technol Sydney, Fac Engn & IT, Sydney, NSW 2007, Australia
[3] Oakland Univ, Sch Business Adm, Rochester, MI 48309 USA
[4] Oakland Univ, Ctr Data Sci & Big Data Analyt, Rochester, MI 48309 USA
来源
基金
中国国家自然科学基金;
关键词
Production Scheduling; Demand fluctuation; Multi-objective genetic algorithm; Prefabricated components; GENETIC ALGORITHMS; PRECAST;
D O I
10.32604/iasc.2020.010105
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
A dynamic optimized production scheduling which takes into account demand fluctuation and uncertainty is very critical for the efficient performance of Prefabricated Component Supply Chain. Previous studies consider only the conditions in the production factory and develop corresponding models, ignoring the dynamic demand fluctuation that often occurs at the construction site and its impact on the entire lifecycle of prefabricated construction project. This paper proposes a dynamic flow shop scheduling model for prefabricated components production, which incorporates demand fluctuation such as the advance of due date, insertion of urgent component and order cancellation. An actual prefabrication construction project has been used to validate the proposed multi-objective genetic algorithm model. The experimental results show that the proposed model can achieve a cost saving of up to 43.2%, which shows that the proposed model can cope well with the occurrence of demand fluctuation. This research contributes to the dynamic decision support system for managing prefabricated components.
引用
收藏
页码:715 / 723
页数:9
相关论文
共 50 条
  • [1] Production scheduling of prefabricated components considering delivery methods
    Wang, Shuqiang
    Zhang, Xi
    [J]. SCIENTIFIC REPORTS, 2023, 13 (01)
  • [2] Production scheduling of prefabricated components considering delivery methods
    Shuqiang Wang
    Xi Zhang
    [J]. Scientific Reports, 13
  • [3] Optimization of Production Scheduling for Prefabricated Components: Survey of Literature
    Chen, Wei
    Li, Xiaoxue
    Liu, Jie
    [J]. ICCREM 2021: CHALLENGES OF THE CONSTRUCTION INDUSTRY UNDER THE PANDEMIC, 2021, : 640 - 646
  • [4] Production scheduling of off-site prefabricated construction components considering sequence dependent due dates
    Yazdani, Maziar
    Kabirifar, Kamyar
    Fathollahi-Fard, Amir M.
    Mojtahedi, Mohammad
    [J]. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH, 2021,
  • [5] Production Scheduling Optimization of Prefabricated Building Components Based on DDE Algorithm
    Chang, Chunguang
    Han, Mengyao
    [J]. MATHEMATICAL PROBLEMS IN ENGINEERING, 2021, 2021
  • [6] Scheduling optimization for production of prefabricated components with parallel work of serial machines
    Liu, Wenli
    Tao, Xingyu
    Mao, Chao
    He, Wenjian
    [J]. AUTOMATION IN CONSTRUCTION, 2023, 148
  • [7] Joint optimization method of production scheduling for prefabricated components based on preventive maintenance
    Yu, Miao
    Li, Tingwei
    Ma, Jian
    [J]. 2022 41ST CHINESE CONTROL CONFERENCE (CCC), 2022, : 1940 - 1944
  • [8] A Proposal of Production Scheduling Method Considering Users' Demand for Mass Customized Production
    Kaihara, Toshiya
    Kokuryo, Daisuke
    Fujii, Nobutada
    Hirai, Kodai
    [J]. ADVANCES IN PRODUCTION MANAGEMENT SYSTEMS: THE PATH TO INTELLIGENT, COLLABORATIVE AND SUSTAINABLE MANUFACTURING, 2017, 513 : 492 - 500
  • [9] Dynamic Scheduling Model of Bike-Sharing considering Invalid Demand
    He, Liu
    Guo, Tangyi
    Tang, Kun
    [J]. JOURNAL OF ADVANCED TRANSPORTATION, 2020, 2020
  • [10] Improved biogeography-based optimization algorithm for lean production scheduling of prefabricated components
    Du, Juan
    Xue, Yan
    Sugumaran, Vijayan
    Hu, Min
    Dong, Peng
    [J]. ENGINEERING CONSTRUCTION AND ARCHITECTURAL MANAGEMENT, 2023, 30 (04) : 1601 - 1635