Computer Integrated Manufacturing System ›› 2024, Vol. 30 ›› Issue (9): 3299-3309.DOI: 10.13196/j.cims.2023.0475

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Supply-demand matching model of shared manufacturing platform considering multiple enterprise attributes

WANG Lijing+,MA Zhixin,XU Mengjie   

  1. School of Economics and Management,Harbin University of Science and Technology
  • Online:2024-09-30 Published:2024-10-09
  • Supported by:
    Project supported by the National Natural Science Foundation,China(No.72004044),the National Social Science Foundation,China(No.22&ZD094),the Postdoctoral Research Fund of Heilongjiang Province,China(No.LBH-Q20024),and the Natural Science Foundation of Heilongjiang Province,China(No.LH2021G012).

考虑企业多种属性的共享制造平台供需双边匹配模型研究

王莉静+,马志鑫,徐梦杰   

  1. 哈尔滨理工大学经济与管理学院
  • 作者简介:
    +王莉静(1982-),女,河北正定人,教授,博士,博士生导师,研究方向:企业数字化转型,通讯作者,E-mail:wanglijing@hrbust.edu.cn;

    马志鑫(2000-),女,吉林吉林人,硕士研究生,研究方向:企业供应链管理,E-mail:m13654469753@163.com;

    徐梦杰(1999-),女,内蒙古赤峰人,博士研究生,研究方向:企业数字化转型,E-mail:3030207169@qq.com。
  • 基金资助:
    国家自然科学基金资助项目(72004044);国家社会科学基金重大资助项目(22&ZD094);黑龙江省博士后科研启动基金资助项目(LBH-Q20024);黑龙江省自然科学基金资助项目(LH2021G012)。

Abstract: To reduce the transaction risk in shared manufacturing,a real-time trust measurement method based on sliding time window was used to measure the reputation of supply and demand parties,which considered both local and global reputation to provide a more accurate reputation score.Additionally,to promote long-term transactions,the Corporate Social Responsibility (CSR) indicators were added into the existing satisfaction evaluation index system for considering the degree of fulfillment of its responsibility to the stakeholders.The real-time trust degree,service attribute task attribute and CSR attribute matching degree of both suppliers and demanders in shared manufacturing were comprehensively evaluated using a multi-objective programming model.Through case calculation,the optimal matching scheme was obtained,proving the feasibility and effectiveness of the proposed method.Compared to the model that only considers real-time trust,only considers CSR,and neither of the above,the proposed method had several advantages.

Key words: shared manufacturing platform, two-sided matching, real-time trust, corporate social responsibility, satisfaction degree

摘要: 为了能以最低成本降低共享制造供需主体的交易风险,在对共享制造供需主体信誉的衡量上,运用基于滑动时间窗口的实时信任度度量方法,以综合考虑共享制造供需双方的局部声誉及全局声誉,进而求得更加精准的信誉度;此外为了促进共享制造供需主体的长久交易,在现有共享制造供需双边满意度评价指标体系中加入企业社会责任(CSR)相关细分指标,以考虑其对利益相关者的责任履行程度;综合共享制造供需双方的实时信任度、服务属性任务属性及CSR属性匹配度,建立多目标规划模型,并求解匹配结果。通过实例运算得到最优匹配方案,从而证明了该方法的可行性和有效性,并与仅考虑实时信任度、仅考虑CSR、上述两者均不考虑的模型进行比较,证明了所提模型的优势。

关键词: 共享制造平台, 双边匹配, 实时信任度, 企业社会责任, 满意度

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