应用于云制造领域的自动化语义规划框架

Timon Hoebert, M. Merdan, W. Lepuschitz
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引用次数: 0

摘要

云制造是制造企业在网络化环境中提供生产资源的一种新型制造概念。将产能与可用的客户订单匹配是至关重要的。然而,需要一种统一的方法,能够提供适当的资源分配,并促进在这种分布式和异构环境中的一般理解。本文提出了一种自动机制,该机制将云制造系统的语义表示与生成具体结构化任务序列的计划器集成在一起,这些任务序列映射了生产能力和所需的订单约束。使用通用数据集对提出的语义规划框架进行评估,以评估系统的灵活性和泛化性。
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An Automated Semantic Planning Framework applied in a Cloud Manufacturing Domain
Cloud manufacturing is a new manufacturing concept, where manufacturing companies offer their production resources in a networked environment. It is of vital importance to match capacities with available customer orders. However, a unifying approach, able to provide appropriate resource allocation as well as to facilitate the general understanding in such distributed and heterogeneous environments is required. This paper presents an automatic mechanism that integrates semantic representations of a cloud manufacturing system with a planner that generates a concrete structured sequence of tasks, which map production capacities and required order constraints. The proposed Semantic Planning Framework is evaluated using a generic dataset to assess the flexibility and generalizability of the system.
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