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010 _a2021948895
020 _a9783110693225
024 7 _a10.1515/9783110693225
_2doi
035 _a(DE-B1597)545533
035 _a(OCoLC)1286807407
040 _aDE-B1597
_beng
_cDE-B1597
_erda
041 0 _aeng
044 _agw
_cDE
072 7 _aTEC040000
_2bisacsh
245 0 0 _aSoft Computing in Smart Manufacturing :
_bSolutions toward Industry 5.0 /
_ced. by Tatjana Sibalija, J. Paulo Davim.
264 1 _aBerlin ;
_aBoston :
_bDe Gruyter,
_c[2021]
264 4 _c©2022
300 _a1 online resource (XIV, 277 p.)
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 0 _aAdvanced Mechanical Engineering ,
_x2367-3796
505 0 0 _tFrontmatter --
_tPreface --
_tAbout the editors --
_tContents --
_tList of contributing authors --
_t1 Control, monitoring, modeling, and optimization of manufacturing and machining technologies --
_t2 Trustworthy human-machine assistance by dynamic process security monitoring in industrial environments --
_t3 Application of convolutional neural networks for visual control of intelligent robotic systems --
_t4 Digital twins in smart manufacturing --
_t5 A novel implementation of an open CNC PC-based and service-oriented architecture-based monitoring system for STEP-NC - a case study --
_t6 Smart system based on STEP-NC for machine vision inspection (3SMVI) --
_t7 Soft computing in advanced cutting processes --
_t8 Modeling and optimization of AWJM process on the processing of Banana fiber-reinforced polymer composites using Taguchi-JAYA method --
_tIndex
506 0 _arestricted access
_uhttp://purl.org/coar/access_right/c_16ec
_fonline access with authorization
_2star
520 _aThis book aims at addressing the challenges of contemporary manufacturing in Industry 4.0 environment and future manufacturing (aka Industry 5.0), by implementing soft computing as one of the major sub-fields of artificial intelligence. It contributes to development and application of the soft computing systems, including links to hardware, software and enterprise systems, in resolving modern manufacturing issues in complex, highly dynamic and globalized industrial circumstances. It embraces heterogeneous complementary aspects, such as control, monitoring and modeling of different manufacturing tasks, including intelligent robotic systems and processes, addressed by various machine learning and fuzzy techniques; modeling and parametric optimization of advanced conventional and non-conventional, eco-friendly manufacturing processes by using machine learning and evolutionary computing techniques; cybersecurity framework for Internet of Things-based systems addressing trustworthiness and resilience in machine-to-machine and human-machine collaboration; static and dynamic digital twins integration and synchronization in a smart factory environment; STEP-NC technology for a smart machine vision system, and integration of Open CNC with Service-Oriented Architecture for STEP-NC monitoring system in a smart manufacturing. Areas of interest include but are not limited to applications of soft computing to address the following: dynamic process/system modeling and simulation, dynamic process/system parametric optimization, dynamic planning and scheduling, smart, predictive maintenance, intelligent and autonomous systems, improved machine cognition, effective digital twins integration, human-machine collaboration, robots, and cobots.
530 _aIssued also in print.
538 _aMode of access: Internet via World Wide Web.
546 _aIn English.
588 0 _aDescription based on online resource; title from PDF title page (publisher's Web site, viewed 02. Mai 2023)
650 4 _aIndustrie 4.0.
_975262
650 4 _aIndustrie 5.0.
_977880
650 4 _aMaschinenbau.
_975337
650 4 _aSmart Manufacturing.
_977881
650 7 _aTechnology & Engineering / Technical & Manufacturing Industries & Trades.
_2bisacsh
_975233
700 1 _aAbdul Kadir, Aini Zuhra,
_econtributor.
_4ctb
_4https://id.loc.gov/vocabulary/relators/ctb
_977882
700 1 _aAdam, Anbia,
_econtributor.
_4ctb
_4https://id.loc.gov/vocabulary/relators/ctb
_977883
700 1 _aBabic, Bojan R.,
_econtributor.
_4ctb
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_977884
700 1 _aCalvo, Daniel,
_econtributor.
_4ctb
_4https://id.loc.gov/vocabulary/relators/ctb
_977885
700 1 _aDavim, J. Paulo,
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_914567
700 1 _aEikerling, Hendrik,
_econtributor.
_4ctb
_4https://id.loc.gov/vocabulary/relators/ctb
_977886
700 1 _aEvangelatos, Spyridon,
_econtributor.
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_977887
700 1 _aGrigoras, Cosmin,
_econtributor.
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_977888
700 1 _aHatem, Noor,
_econtributor.
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_977889
700 1 _aHemmer, Adrien,
_econtributor.
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_977890
700 1 _aIkram, Awais,
_econtributor.
_4ctb
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_977891
700 1 _aIliyas Ahmed, Maznah,
_econtributor.
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_977892
700 1 _aJagadish,,
_econtributor.
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_977893
700 1 _aKramar, D.,
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_977894
700 1 _aLatif, Kamran,
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_977895
700 1 _aManjunath, G. C.,
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_977896
700 1 _aMiljković, Zoran,
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_977897
700 1 _aMoldovan, George,
_econtributor.
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_977898
700 1 _aNeises, Jürgen,
_econtributor.
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_977899
700 1 _aPetrović, Milica,
_econtributor.
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_977900
700 1 _aPopovici, Bianca,
_econtributor.
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_977901
700 1 _aPušavec, Franci,
_econtributor.
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_977902
700 1 _aSaif, Yazid,
_econtributor.
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_977903
700 1 _aSibalija, Tatjana,
_eeditor.
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_4http://id.loc.gov/vocabulary/relators/edt
_977904
700 1 _aSoldatos, John,
_econtributor.
_4ctb
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_977905
700 1 _aSredanović, B.,
_econtributor.
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_977906
700 1 _aWalloschke, Thomas,
_econtributor.
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_977907
700 1 _aYusof, Yusri,
_econtributor.
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_977908
700 1 _aČiča, Đ.,
_econtributor.
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_977909
700 1 _aĐokić, Lazar Đ,
_econtributor.
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_977910
773 0 8 _iTitle is part of eBook package:
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856 4 0 _uhttps://doi.org/10.1515/9783110693225
856 4 0 _uhttps://www.degruyter.com/isbn/9783110693225
856 4 2 _3Cover
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