Reliability Engineering : Data analytics, modeling, risk prediction

Stefan Bracke

ISBN 10: 3662674459 / ISBN 13: 9783662674451

Published by Springer Berlin Heidelberg, 2024

About this Item

Druck auf Anfrage Neuware - Printed after ordering - 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, representingtypical 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 practitioningengineers 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 theguideline 'theory-guided - practice-oriented', so that this book can be used both as a reference work and as a textbook.

Seller Inventory # 9783662674451

Bibliographic Details

• Title: Reliability Engineering : Data analytics, modeling, risk prediction
• Publisher: Springer Berlin Heidelberg
• Publication Date: 2024
• Language: English
• ISBN 10: 3662674459
• ISBN 13: 9783662674451
• Binding: Buch
• Condition: Neu

About this title

Synopsis

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 theguideline "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.