Online merchant resource allocation and matching for open community collaborative manufacturing (OCCM) in mass personalization model

大规模定制 个性化 资源(消歧) 匹配(统计) 工作流程 资源配置 计算机科学 过程(计算) 制造业 制造工程 知识管理 工程类 业务 万维网 数据库 操作系统 营销 统计 数学 计算机网络
作者
Xianyu Zhang,Xinguo Ming,Yuguang Bao
出处
期刊:Advanced Engineering Informatics [Elsevier]
卷期号:55: 101872-101872 被引量:4
标识
DOI:10.1016/j.aei.2022.101872
摘要

In order to meet the requirements of customers' pursuit of personalized and diversified needs, enterprises need to change from the traditional mass manufacturing model to mass personalization manufacturing model. On the other hand, collaborative manufacturing based on stakeholders will effectively solve the problems of information asymmetry, low operational efficiency and insufficient resource utilization in the process of manufacturing. Moreover, the new model of open community manufacturing is conducive to the planning, allocation, optimization and management of various networked and social resources. Therefore, combined with above three innovative models of mass personalization manufacturing, collaborative manufacturing and open community manufacturing, this paper studies the online merchant resource allocation and matching of open community collaborative manufacturing (OCCM) for mass personalization (MP) model to realize the innovation of design model, improve design efficiency and save design resource cost. Firstly, the workflow for OCCM in MP model based on system engineering analysis method is studied. Secondly, online merchant resource allocation for OCCM based on social network analysis (SNA) and online merchant resource matching for OCCM based on fuzzy clustering are proposed. At last, a case study for OCCM in the automotive industry is given to verify the effectiveness of the proposed model and methods.
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