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020 _a9783030905217
024 7 _a10.1007/978-3-030-90521-7
_2doi
040 _aTR-AnTOB
_beng
_erda
_cTR-AnTOB
041 _aeng
050 4 _aTA174
072 7 _aTBD
_2bicssc
072 7 _aTEC016020
_2bisacsh
072 7 _aTBD
_2thema
090 _aTA174EBK
100 1 _aMing, Zhenjun.
_eauthor.
_0(orcid)0000-0001-6429-5889
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
245 1 0 _aArchitecting A Knowledge-Based Platform for Design Engineering 4.0
_h[electronic resource] /
_cby Zhenjun Ming, Anand Balu Nellippallil, Ru Wang, Janet K. Allen, Guoxin Wang, Yan Yan, Farrokh Mistree.
250 _a1st ed. 2022.
264 1 _aCham :
_bSpringer International Publishing :
_bImprint: Springer,
_c2022.
300 _a1 online resource
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
505 0 _aFrame of Reference -- Foundations for Design Decision Support in Model Based Realization of Complex Engineered Systems -- Ontology for Decision Support Problems Templates -- Ontology for Designing Decision Workflows -- PDSIDES: A Knowledge-Based Platform for Decision Support in the Design of Engineering Systems -- Design of a Hot Rod Rolling System Using PDSIDES -- Conclduing Remarks.
520 _a"Design Engineering for Industry 4.0 (DE4.0) represents the 'human-cyber-physical view of the systems realization ecosystem “that is necessary to accommodate the drivers of Industry 4.0 (IoX) and provide an open ecosystem for the realization of complex systems. Seamless integration of digital threads and digital twins throughout the product design, the development and fulfillment lifecycle; the ability to accommodate diverse and rapidly changing technologies; and the mechanisms to facilitate the creation of new opportunities for the design of products, processes, services, and systems are some of the desired characteristics of DE4.0." Jiao, R., Commuri, S. Panchal, J., Milisavljevic-Syed, J, Allen, J.K., Mistree, F. and Schaefer, D., "Design Engineering in the Age of Industry 4.0," ASME Journal of Mechanical Design, 143(7), 070801, 25 pages. In keeping with the Design Engineering 4.0 construct the authors describe architecting a computer platform to support human designers make decisions associated with the realization of complex engineered systems. The platform is designed to facilitate end-to-end digital integration, customization and personalization, agile collaboration networks, open innovation, co-creation and crowdsourcing, product servitization and anything-as-a-service. Recognizing that simulation models are abstractions of reality the authors opt for a satisficing strategy instead of an optimization strategy. They include fundamentals and then describe tools for architecting a knowledge-based platforms for decision support. Challenges associated with developing a computational platform for decision support for the realization of complex engineered systems in the context of Design Engineering 4.0 are identified. Constructs for formulating design decisions (e.g., selection, compromise, and coupled decisions), knowledge modelling schemes (e.g., ontologies and modular templates), diagrams for designing decision workflows (e.g., the PEI-X diagram), and some analytical methods for robust design under uncertainty are presented. The authors describe integrating the knowledge-based platform to architect a cloud-based platform for decision support promoting co-design and cloud-based design communication essential for mass collaboration and open innovation for Design Engineering 4.0. This book is a valuable resource for researchers, design engineers, and others working on pushing the boundary of digitized manufacturing to include Design Engineering 4.0 principles in designing products, processes, and services.
650 0 _aEngineering design.
650 0 _aExpert systems (Computer science).
650 0 _aIndustrial engineering.
650 0 _aProduction engineering.
650 0 _aComputer-aided engineering.
650 0 _aOperations research.
650 1 4 _aEngineering Design.
650 2 4 _aKnowledge Based Systems.
650 2 4 _aIndustrial and Production Engineering.
650 2 4 _aComputer-Aided Engineering (CAD, CAE) and Design.
650 2 4 _aOperations Research and Decision Theory.
653 0 _aEngineering design -- Data processing
653 0 _aCooperating objects (Computer systems)
653 0 _aIndustry 4.0.
700 1 _aNellippallil, Anand Balu.
_eauthor.
_0(orcid)0000-0003-1690-1324
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
700 1 _aWang, Ru.
_eauthor.
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
700 1 _aAllen, Janet K.
_eauthor.
_0(orcid)0000-0003-0686-6764
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
700 1 _aWang, Guoxin.
_eauthor.
_0(orcid)0000-0003-2363-8595
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
700 1 _aYan, Yan.
_eauthor.
_0(orcid)0000-0001-8555-0156
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
700 1 _aMistree, Farrokh.
_eauthor.
_0(orcid)0000-0001-6835-0902
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
710 2 _aSpringerLink (Online service)
856 4 0 _uhttps://doi.org/10.1007/978-3-030-90521-7
_3Springer eBooks
_zOnline access link to the resource
942 _2lcc
_cEBK