虚拟工程过程:一种构建仿生分布式制造DNA的知识表示方法

Virtual engineering process (VEP): a knowledge representation approach for building bio-inspired distributed manufacturing DNA

International Journal of Production Research · 2015
被引 32
ABS 3

中文导读

提出虚拟工程过程(VEP)概念,用经验知识表示制造过程,帮助分布式制造系统积累和共享知识,通过案例验证可行性。

Abstract

The objective of this research is to provide a user-friendly and effective way of representing engineering processes for distributed manufacturing systems so that they can develop, accumulate and share knowledge. The basic definition and principle of the approach is introduced first and then the prototype version of the system is developed and demonstrated with case studies, which verify the feasibility of the proposed approach. This paper proposes a novel concept of virtual engineering process (VEP), which is experience-based knowledge representation of engineering processes. VEP is an extension of our previous work on virtual engineering object (VEO). VEP model includes complete process knowledge required to manufacture a component. This knowledge is captured from three distinctive aspects related to manufacturing. First, information about the manufacturing operations involved. Second, information about the resources/machines required to perform operations and third, information about process level decisions that are taken. It also aims to combine/share experience of engineering objects, manufacturing processes, and systems. It applies bio-inspired knowledge engineering approach called decisional DNA and set of experience-based knowledge representation.

知识表示分布式制造仿生制造工程过程建模