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首页> 外文期刊>Journal of Intelligent Manufacturing >Hypernetwork-based manufacturing service scheduling for distributed and collaborative manufacturing operations towards smart manufacturing
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Hypernetwork-based manufacturing service scheduling for distributed and collaborative manufacturing operations towards smart manufacturing

机译：基于Hypernetwork的制造服务调度，用于智能制造的分布式和协作制造业务

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摘要

In the future smart manufacturing, both of sensor-based environment in shop floors and cloud-based environment among more and more enterprises are deployed gradually. Various distributed and separated manufacturing facilities are as collaborative cloud services, integrated and aggregated with their real-time information. It provides opportunities for thedistributed and collaborative manufacturing operationsacross lots of distributed but networked enterprises on demand with enough flexibility. To this end, the scheduling problem and its result of those collaborative services for distributed manufacturing operations play an important role in improving manufacturing utilization and efficiency. In this paper, we put forward the hypernetwork-based models introducing the thought of graph coloring and an artificial bee colony algorithm based method for this scheduling problem. Three groups of experiments are carried out respectively to discuss therein different situations of distributed and collaborative manufacturing operations, i.e., in a private cloud, in a public cloud, and in a hybrid cloud. Some future studies with further consideration of collaboration equilibrium, dynamic control and data-based intelligence, are finally pointed out in the conclusion.
机译：在未来的智能制造中，逐步部署了越来越多的企业的商店地板和基于云的环境中的传感器环境。各种分布式和分离的制造设施都是合作云服务，集成和汇总了它们的实时信息。它为分布式和协作制造业务的机会提供了许多分布式，但随需需要的需求，提供了足够的灵活性。为此，分布式制造业务的这些协作服务的调度问题及其结果在提高生产利用和效率方面发挥着重要作用。在本文中，我们提出了基于HyperNetwork的模型，介绍了图形着色的思想和基于人工蜂殖民地算法的调度问题。三组实验分别进行，讨论其中的分布式和协作制造业务的不同情况，即在私有云中，在公共云中以及混合云中。结论结论，终于指出了一些未来的研究，进一步考虑了协作均衡，动态控制和基于数据的智能。

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