A semantic knowledge management system for laminated composites

被引:34
|
作者
Premkumar, Vivek [1 ]
Krishnamurty, Sundar [1 ]
Wileden, Jack C. [2 ]
Grosse, Ian R. [1 ]
机构
[1] Univ Massachusetts, Dept Mech & Ind Engn, Amherst, MA 01003 USA
[2] Univ Massachusetts, Dept Comp Sci, Amherst, MA 01003 USA
基金
美国国家科学基金会;
关键词
Ontologies; Laminated composites; Semantic; Integration; Interoperability; ONTOLOGY; METHODOLOGY;
D O I
10.1016/j.aei.2013.12.004
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The engineering of laminated composite structures is a complex task for design engineers and manufacturers, requiring significant management of manufacturing process and materials information. Ontologies are becoming increasingly commonplace for semantically representing knowledge in a formal manner that facilitates sharing of rich information between people and applications. Moreover, ontologies can support first-order logic and reasoning by rule engines that enhance automation. To support the engineering of laminated composite structures, this work developed a novel Semantic LAminated Composites Knowledge management System (SLACKS) that is based on a suite of ontologies for laminated composites materials and design for manufacturing (DFM) and their integration into a previously developed engineering design framework. By leveraging information from CAD/FEA tools and materials data from online public databases, SLACKS uniquely enables software tools and people to interoperate, to improve communication and automate reasoning during the design process. With SLACKS, this paper shows the power of integrating relevant domains of the product life cycle, such as design, analysis, manufacturing and materials selection through the engineering case study of a wind turbine blade. The integration reveals a usable product-life-cycle knowledge tool that can facilitate efficient knowledge creation, retrieval and reuse from design inception to manufacturing of the product. (C) 2014 Elsevier Ltd. All rights reserved.
引用
收藏
页码:91 / 101
页数:11
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