Reliability Engineering : Data Analytics, Modeling, Risk Prediction by Stefan Bracke (2024, Hardcover)

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About this product

Product Identifiers

PublisherSpringer Berlin / Heidelberg

ISBN-103662674459

ISBN-139783662674451

eBay Product ID (ePID)7060632660

Product Key Features

Original LanguageGerman

Book TitleReliability Engineering : Data Analytics, Modeling, Risk Prediction

Number of PagesXv, 506 Pages

LanguageEnglish

TopicIndustrial Engineering, Probability & Statistics / General, Operations Research, Manufacturing

Publication Year2024

IllustratorYes

GenreMathematics, Technology & Engineering, Business & Economics

AuthorStefan Bracke

FormatHardcover

Dimensions

Item Weight33.3 Oz

Item Length9.3 in

Item Width6.1 in

Additional Product Features

Dewey Edition23

Number of Volumes1 vol.

Dewey Decimal620.00452

Table Of ContentTechnical 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).

SynopsisThis 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.

LC Classification NumberT55.4-60.8