Statistical Reliability Engineering: Methods, Models and Applications (Springer Series in Reliability Engineering)

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Statistical Reliability Engineering: Methods, Models and Applications (Springer Series in Reliability Engineering) image
ISBN-10:

3030769038

ISBN-13:

9783030769031

Author(s): Pham, Hoang
Edition: 1st ed. 2022
Released: Aug 15, 2021
Publisher: Springer
Format: Hardcover, 517 pages
Related ISBN: 9783030769062

Description:

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.

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