國立高雄大學圖資館 |

Reliability engineeringdata analytics, modeling, risk prediction /

Record Type:	Electronic resources : Monograph/item
Title/Author:	Reliability engineeringby Stefan Bracke.
Reminder of title:	data analytics, modeling, risk prediction /
Author:	Bracke, Stefan.
Published:	Berlin, Heidelberg :Springer Berlin Heidelberg :2024.
Description:	xv, 506 p. :ill. (some col.), digital ;24 cm.
Contained By:	Springer Nature eBook
Subject:	Reliability (Engineering)
Online resource:	https://doi.org/10.1007/978-3-662-67446-8
ISBN:	9783662674468$q(electronic bk.)

Reliability engineeringdata analytics, modeling, risk prediction /
Bracke, Stefan.

Reliability engineeringdata analytics, modeling, risk prediction /[electronic resource] :by Stefan Bracke. - Berlin, Heidelberg :Springer Berlin Heidelberg :2024. - xv, 506 p. :ill. (some col.), digital ;24 cm.

Technical 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)

This 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.

ISBN: 9783662674468$q(electronic bk.)

Standard No.: 10.1007/978-3-662-67446-8doiSubjects--Topical Terms:

182677
Reliability (Engineering)

LC Class. No.: TA169

Dewey Class. No.: 620.00452

Reliability engineeringdata analytics, modeling, risk prediction /
LDR:03715nmm a2200337 a 4500 001 663064
003 DE-He213
005 20240105125827.0
006 m d
007 cr nn 008maaau
008 241203s2024 gw s 0 eng d
020 $a 9783662674468$q(electronic bk.)
020 $a 9783662674451$q(paper)
024 7 $a 10.1007/978-3-662-67446-8 $2 doi
035 $a 978-3-662-67446-8
040 $a GP $c GP
041 1 $a eng $h ger
050 4 $a TA169
072 7 $a TGP $2 bicssc
072 7 $a TEC032000 $2 bisacsh
072 7 $a TGP $2 thema
082 0 4 $a 620.00452 $2 23
090 $a TA169 $b .B797 2024
100 1 $a Bracke, Stefan. $3 975311
240 1 0 $a Technische Zuverlassigkeit. $l English
245 1 0 $a Reliability engineering $h [electronic resource] : $b data analytics, modeling, risk prediction / $c by Stefan Bracke.
260 $a Berlin, Heidelberg : $b Springer Berlin Heidelberg : $b Imprint: Springer, $c 2024.
300 $a xv, 506 p. : $b ill. (some col.), digital ; $c 24 cm.
505 0 $a Technical 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 $a This 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.
650 0 $a Reliability (Engineering) $3 182677
650 1 4 $a Industrial and Production Engineering. $3 273753
650 2 4 $a Operations Research and Decision Theory. $3 914898
650 2 4 $a Statistics in Engineering, Physics, Computer Science, Chemistry and Earth Sciences. $3 918920
650 2 4 $a Mathematical and Computational Engineering Applications. $3 915034
710 2 $a SpringerLink (Online service) $3 273601
773 0 $t Springer Nature eBook
856 4 0 $u https://doi.org/10.1007/978-3-662-67446-8
950 $a Engineering (SpringerNature-11647)