In a cloud manufacturing system, manufacturing services form the service network and collaboration network. The performance of the networks can affect the cloud manufacturing system. Researchers can study the behavior of enterprises, service, resource and elements in cloud manufacturing through the simulation platform. In this paper, the service agent in the simulation platform can drive the manufacturing service to form a self-organization network, in order to conduct transactions and cooperation spontaneously. Thus, the service network of service agent and the collaboration network of service agent are formed. And the models of two kinds of networks are presented by the theory of Set Pair Analysis (SPA). In addition, an evaluation method for two kinds of network models is proposed. The simulation data of the networks are produced by the method of data generation in cloud manufacturing simulation platform. Finally, the evaluation methods of the networks are validated by the simulation data.

在云制造系统中，制造服务形成服务网络和协作网络。网络的性能可能会影响云制造系统。研究人员可以通过模拟平台研究云制造中企业，服务，资源和元素的行为。在本文中，仿真平台中的服务代理可以驱动制造服务形成一个自组织网络，以便自发地进行交易和合作。这样就形成了服务代理的服务网络和服务代理的协作网络。利用集合对分析（SPA）理论提出了两种网络模型。另外，提出了两种网络模型的评估方法。网络的仿真数据是通过云制造仿真平台中的数据生成方法生成的。最后，通过仿真数据验证了网络的评估方法。