KNOWLEDGE MANAGEMENT WITH AN INTELLIGENT TOOL FOR ADDITIVE MANUFACTURING

被引:0
|
作者
Eddy, Douglas [1 ]
Krishnamurty, Sundar [1 ]
Grosse, Ian [1 ]
Perham, Maxwell [1 ]
Wileden, Jack [2 ]
Ameri, Farhad [3 ]
机构
[1] Univ Massachusetts Amherst, Dept Mech & Ind Engn, Amherst, MA 01003 USA
[2] Univ Massachusetts Amherst, Sch Comp Sci, Amherst, MA 01003 USA
[3] Texas State Univ, Dept Engn Technol, San Marcos, TX 78666 USA
关键词
additive manufacturing; knowledge management; ontology; computer-aided process planning; ONTOLOGIES; DESIGN;
D O I
暂无
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Manufacturers face the challenge of deciding when additive manufacturing technology offers a suitable process to produce a given product. Information needed about process capabilities is constantly evolving and usually not organized well enough to support such decisions. This work introduces an ontological framework which identifies and semantically models the most applicable concepts of additive manufacturing relevant to process planning applications. Another salient feature includes the fit of this structural framework with both the new ASTM standard for additive manufacturing vocabulary and existing taxonomies for traditional manufacturing processes. Finally, within this framework we implemented description logic rules to identify the optimal set of processes for a product, the rationale for selecting this set of processes, and a logical link between a product's features and its process plan. The reliability of the knowledge representation and its process planning capabilities are each tested and demonstrated by a case study example of the selection of the best processes to produce a steel spur gear.
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页数:10
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