Enabling cognitive manufacturing through automated on-machine measurement planning and feedback

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dc.contributor.author Zhao, YF en
dc.contributor.author Xu, Xun en
dc.date.accessioned 2011-07-17T23:50:52Z en
dc.date.issued 2010-08 en
dc.identifier.citation ADV ENG INFORM 24(3):269-284 Aug 2010 en
dc.identifier.issn 1474-0346 en
dc.identifier.uri http://hdl.handle.net/2292/6928 en
dc.description.abstract With the manufacturing industry shifting from seller markets to buyer markets, cognitive capabilities have become enablers for high flexibility and changeability that facilitate efficient production for the fast changing markets. Process planning in such a manufacturing system needs to be adaptive to machine tools and manufacturing environments. Real-time acquisition of production and process data and feedback to process control is essential. However, the current information flow between manufacturing processes is segmented due to the lack of a consolidated data model to represent information This paper presents a consolidated data model and system structure for an automatic and integrated process planning for machining, inspection, and feedback. The data model is based on the newly developed ISO standard STEP/STEP-NC, which provides semantic level information for the manufacturing system The system structure and algorithms developed for the system are described first. A software prototype was developed and used to test the proposed data model and the integrated process planning and feedback system The system provides important cognitive capability, such as automatic on-line monitoring, automated reasoning and adjustment to unforeseen changes during machining processes, for a manufacturing system. This facilitates the realization of cognitive manufacturing in the near future. (C) 2010 Elsevier Ltd. All rights reserved. en
dc.language EN en
dc.publisher ELSEVIER SCI LTD en
dc.relation.ispartofseries ADV ENG INFORM en
dc.rights Items in ResearchSpace are protected by copyright, with all rights reserved, unless otherwise indicated. Previously published items are made available in accordance with the copyright policy of the publisher. Details obtained from http://www.sherpa.ac.uk/romeo/issn/1474-0346/ en
dc.rights.uri https://researchspace.auckland.ac.nz/docs/uoa-docs/rights.htm en
dc.subject Cognitive capability en
dc.subject Automated and integrated process planning en
dc.subject Data modelling en
dc.subject In-process measurement en
dc.subject On-line feedback en
dc.subject STEP/STEP-NC en
dc.subject STEP-NC en
dc.subject INSPECTION en
dc.subject SYSTEM en
dc.subject INTEGRATION en
dc.subject MODEL en
dc.subject IMPLEMENTATION en
dc.subject INTELLIGENT en
dc.subject AGENTS en
dc.title Enabling cognitive manufacturing through automated on-machine measurement planning and feedback en
dc.type Journal Article en
dc.identifier.doi 10.1016/j.aei.2010.05.009 en
pubs.issue 3 en
pubs.begin-page 269 en
pubs.volume 24 en
dc.rights.holder Copyright: 2010 Elsevier Ltd. en
pubs.end-page 284 en
dc.rights.accessrights http://purl.org/eprint/accessRights/RestrictedAccess en
pubs.subtype Article en
pubs.elements-id 151112 en
pubs.org-id Engineering en
pubs.org-id Mechanical Engineering en
pubs.record-created-at-source-date 2010-11-22 en

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