Statistical reliability engineering : methods, models and applications / Hoang Pham.

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Statistical reliability engineering : methods, models and applications / Hoang Pham.

9783030769048 (electronic bk.)
3030769046 (electronic bk.)
9783030769031 (print)

Cham, Switzerland : Springer, [2022]

English

1 online resource (xx, 497 pages) : illustrations.

10.1007/978-3-030-76904-8 doi

TA169

620/.00452

This book presents the state-of-the-art methodology and detailed analytical models and methods used to assess the reliability of complex systems and related applications in statistical reliability engineering. It is a textbook based mainly on the author's recent research and publications as well as experience of over 30 years in this field. The book covers a wide range of methods and models in reliability, and their applications, including: statistical methods and model selection for machine learning; models for maintenance and software reliability; statistical reliability estimation of complex systems; and statistical reliability analysis of k out of n systems, standby systems and repairable systems. Offering numerous examples and solved problems within each chapter, this comprehensive text provides an introduction to reliability engineering graduate students, a reference for data scientists and reliability engineers, and a thorough guide for researchers and instructors in the field.

Includes bibliographical references and index.

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Online resource; title from PDF title page (SpringerLink, viewed August 18, 2021).

Springer series in reliability engineering.

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