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Diffusion mechanism simulation of cloud manufacturing complex network based on cooperative game theory

  • Chao Geng
  • , Shiyou Qu*
  • , Yingying Xiao
  • , Mei Wang
  • , Guoqiang Shi
  • , Tingyu Lin
  • , Junjie Xue
  • , Zhengxuan Jia
  • *Corresponding author for this work
  • School of Economics and Management, Harbin Institute of Technology Weihai
  • Beijing Simulation Center
  • Tsinghua University

Research output: Contribution to journalArticlepeer-review

Abstract

Cloud manufacturing is a specific implementation form of the 'Internet + manufacturing' strategy. Why and how to develop cloud manufacturing platform (CMP), however, remains the key concern of both platform operators and users. A microscopic model is proposed to investigate advantages and diffusion forces of CMP through exploration of its diffusion process and mechanism. Specifically, a three-stage basic evolution process of CMP is innovatively proposed. Then, based on this basic process, a more complex CMP evolution model has been established in virtue of complex network theory, with five diffusion forces identified. Thereafter, simulations on CMP diffusion have been conducted. The results indicate that, CMP possesses better resource utilization, user satisfaction, and enterprise utility. Results of simulation on impacts of different diffusion forces show that both the time required for CMP to reach an equilibrium state and the final network size are affected simultaneously by the five diffusion forces. All these analyses indicate that CMP could create an open online cooperation environment and turns out to be an effective implementation of the 'Internet + manufacturing' strategy.

Original languageEnglish
Pages (from-to)321-335
Number of pages15
JournalJournal of Systems Engineering and Electronics
Volume29
Issue number2
DOIs
StatePublished - Apr 2018
Externally publishedYes

Keywords

  • Gale-Shapley algorithm
  • cloud manufacturing
  • complex network
  • cooperative game theory
  • innovation diffusion
  • network effect

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