NDLI: A knowledge representation for unit manufacturing processes

Content Provider	Springer Nature Link
Author	Zhang, Yingzhong Luo, Xiaofang Zhang, Hong Sutherland, John W.
Copyright Year	2014
Abstract	A unit manufacturing process is a fundamental operation unit in the manufacturing process of a mechanical product. It requires extensive knowledge of various processes to select a suitable unit process in process planning and manufacturing services. In the face of a large number of unit processes, it is very necessary to research and develop the knowledge representation and information processing approach for unit processes. In this paper, the basic unit manufacturing process concepts and relationships between them are analyzed in detail. The semantic Web technology is introduced into the knowledge modeling for unit processes, and a new ontology-based knowledge representation model is presented. A formalization for taxonomic semantics and descriptions of manufacturing capability knowledge is presented. A rule base that consists of a set of rules using Semantic Web Rule Language (SWRL) is built, which is used to enable reasoning on taxonomic semantics and manufacturing knowledge of unit processes. A knowledge retrieval approach that integrates Web Ontology Language (OWL) ontologies and SWRL rules is proposed. Some knowledge retrieval examples employing Semantic Query-enhanced Web Rule Language (SQWRL) are given. A knowledge prototype system for unit processes is developed. This research is a new attempt to construct an open, scalable, and shared manufacturing process knowledge system.
Starting Page	1011
Ending Page	1031
Page Count	21
File Format	PDF
ISSN	02683768
Journal	The International Journal of Advanced Manufacturing Technology
Volume Number	73
Issue Number	5-8
e-ISSN	14333015
Language	English
Publisher	Springer London
Publisher Date	2014-05-11
Publisher Place	London
Access Restriction	One Nation One Subscription (ONOS)
Subject Keyword	Unit manufacturing process Process knowledge Knowledge representation Ontology Industrial and Production Engineering Production/Logistics/Supply Chain Mechanical Engineering Computer-Aided Engineering (CAD, CAE) and Design
Content Type	Text
Resource Type	Article
Subject	Industrial and Manufacturing Engineering Control and Systems Engineering Mechanical Engineering Computer Science Applications Software

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1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
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