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020 _a9783662674468
_9978-3-662-67446-8
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_2bicssc
072 7 _aTEC009060
_2bisacsh
072 7 _aTGP
_2thema
082 0 4 _a670
_223
100 1 _aBracke, Stefan.
_eauthor.
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
245 1 0 _aReliability Engineering
_h[electronic resource] :
_bData analytics, modeling, risk prediction /
_cby Stefan Bracke.
250 _a1st ed. 2024.
264 1 _aBerlin, Heidelberg :
_bSpringer Berlin Heidelberg :
_bImprint: Springer,
_c2024.
300 _aXV, 506 p. 192 illus., 83 illus. in color.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
505 0 _aTechnical reliability and product emergence process -- Elementary terms -- Descriptive statistics: forms of visulization -- Probability and random experiments -- Data collection and first analysis steps -- Distribution models and functions -- Distribution models: parameter estimation -- Confidence intervals -- Correlation and regression -- System Analysis: Function, Fault Tree and Failure Mode and Effects -- Analysis of the failure behaviour of components, assemblies, systems -- Significance tests -- Prototype Testing and Accelerated Testing -- Test process suitability -- Statistical Process Control (SPC).
520 _aThis textbook teaches methods of data analytics for technical reliability analyses and risk prognosis on the basis of probabilistics, statistics and modelling. The methods of Reliability Engineering are applied in the elementary phases of the product emergence process (concept and series development, production) as well as during the field use of technical products. This book contains a detailed outline of the basics of statistics, graphical visualisation and calculation methods. Numerous case studies are discussed, representing typical tasks of the engineer in reliability analysis during development/production as well as during the assessment of field damages. The target groups are thus both engineering students and practitioning engineers who deal with technical reliability in the context of the development and manufacturing of complex technical products as well as field data analyses. The presentation of the methods and procedures of Reliability Engineering follows the guideline "theory-guided - practice-oriented", so that this book can be used both as a reference work and as a textbook. About the author Univ.-Prof. Dr.-Ing. Stefan Bracke studied mechanical engineering at the University of Bochum and received his doctorate in the field of quality assurance within product recycling. After working at Porsche AG and the Technical University of Cologne, he has been Professor of Reliability Engineering and Risk Analytics at the University of Wuppertal since 2010. Furthermore, he accepted a guest professorship at Meiji University in Tokyo, Japan, in 2016. The focus of his research and teaching is on reliability and risk analytics in the development, manufacture and field use of technical products. This book is a translation of an original German edition. The translation was done with the help of artificial intelligence (machine translation by the service DeepL.com). A subsequent human revision was done primarily in terms of content, so that the book will read stylistically differently from a conventional translation.
541 _fUABC ;
_cPerpetuidad
650 0 _aIndustrial engineering.
650 0 _aProduction engineering.
650 0 _aOperations research.
650 0 _aStatistics .
650 0 _aEngineering mathematics.
650 0 _aEngineering
_xData processing.
650 1 4 _aIndustrial and Production Engineering.
650 2 4 _aOperations Research and Decision Theory.
650 2 4 _aStatistics in Engineering, Physics, Computer Science, Chemistry and Earth Sciences.
650 2 4 _aMathematical and Computational Engineering Applications.
710 2 _aSpringerLink (Online service)
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9783662674451
776 0 8 _iPrinted edition:
_z9783662674475
776 0 8 _iPrinted edition:
_z9783662674482
856 4 0 _zLibro electrónico
_uhttp://libcon.rec.uabc.mx:2048/login?url=https://doi.org/10.1007/978-3-662-67446-8
912 _aZDB-2-ENG
912 _aZDB-2-SXE
942 _cLIBRO_ELEC
999 _c273937
_d273936