面向大规模定制的网络制造资源优化配置

Networked Manufacturing Resource Optimized Allocation for Mass Customization

为实现大规模定制(MC)环境下的网络制造资源共享与优化配置,该文提出了基于蚁群算法的MC网络制造资源配置解决方法,设计了MC外协任务-制造资源模型总体框架,建立适合MC的网络制造任务模型和制造资源模型,运用语义匹配算法进行了资源检索,并实现了基于蚁群算法的MC网络制造资源优化配置。最后,开发了MC网络制造资源配置原型系统。工程机械实例表明,该方法对提高MC网络制造资源配置效率具有显著效果。

To realize the sharing and optimized allocation of the networked manufacturing resources in the mass customization（MC-NMR） environment,the solution of MC-NMR based on an ant colony algorithm is proposed here.The framework of the mass custamization（MC） outsourcing task-manufacturing resource model is designed.The models of networked manufacturing tasks and resources are established.Resources are retrieved through a semantic match algorithm.An optimized allocation of networked manufacturing resources based on an ant colony algorithm is realized.The prototype system of MC-NMR is developed.The example of engineering machinery proves that the allocation efficiency of MC-NMR can be effectively improved by the method.