制造协作网的形成及合作演化机制的研究

项目名称： 制造协作网的形成及合作演化机制的研究

项目编号： No.51475347

项目类型： 面上项目

立项/批准年度： 2015

项目学科： 机械、仪表工业

项目作者： 娄平

作者单位： 武汉理工大学

项目金额： 80万元

中文摘要： 在先进的网络技术、云计算技术及数字制造技术的支持下，制造即服务的面向服务的网络制造模式-云制造备受关注，它作为一类部署在Internet环境中的制造模式，其基本组成元素是各种分布、自治、不确定的虚拟化的制造资源，其拓扑结构和行为可按需动态演变，以满足随需而变的需求。本项目从复杂网络的角度出发，探究在开放的网络环境中制造资源的按需动态聚合的机理及合作演化机制。在网络环境中制造资源与任务抽象为节点，节点与节点之间动态的关联关系描述为加权的边，即构建网络演化模型。分析资源配置的行为要素与网络模型相关参量的映射关系，利用统计物理学方法获取其动力学参量；通过对任务与资源节点的网络化刻画与描述，引入演化博弈论与智能体建模方法探究节点间的博弈行为动态演化过程及任务驱动的制造协作网络的合作涌现机制；探究促进合作演化的机制并对制造协作网络的稳定性进行研究，从而为云制造的有效实施与建立提供理论与实践依据。

中文关键词： 云制造；复杂网络；智能体建模；演化博弈；合作演化

英文摘要： Cloud Manufacturing (CM) has been focused on by acadamia and practitioners under the support of advanced network technology, cloud computing,and digital manufacturing, which involves the philosophy of Manuacturing as Service (MaS). This manufacturing paradigm which comprises of distributed, autonomous, uncertain manufacturing resources is deployed over the Internet, and its topology and behavior can dynamically evolve for providing with services according to the fluctuant demands of customers. From the view of complex networks, this project explores the mechanisms of on-demand dynamical aggregation of manufacturing resources and the law of cooperation evolution in an open networked environment.An evolving network model is build up in which manufacturing resources and tasks are modeled as nodes and their relationship as weighted edges. The system characteristics are analyzed and dynamic parameters are obtained with the statistical physics. The evolutionary game theory and agent-based modeling are used to analyze and simulate the dynamic evolution of game behaviors between nodes and the cooperation emergence of manufacturing collabrative network driven by tasks based on the networked description and the expression of manufacturing resources and tasks. And the incentive mechanism of cooperation evolution and the stability of this network are deeply researched. The theoretical and pratical basis to build up a well manufacturing environment involving collaborative mechanisms are presentd in implementing cloud manufacturing.

英文关键词： cloud manufacturing;complex network;agent-based modeling;evolutionary game;cooperation evolution