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Reliability Modelling: A Statistical Approach by Linda C. Wolstenholme

Reliability Modelling: A Statistical Approach

by Linda C. Wolstenholme
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₹16,757.00
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Book cover type: Hardcover
  • ISBN13: 9781138469143
  • Binding: Hardcover
  • Subject: N/A
  • Publisher: Taylor & Francis
  • Publisher Imprint: CRC Press
  • Publication Date:
  • Pages: 272
  • Original Price: GBP 200.0
  • Language: English
  • Edition: N/A
  • Item Weight: 544 grams
  • BISAC Subject(s): Probability & Statistics / General, Quality Control, and Quality Control

Reliability is an essential concept in mathematics, computing, research, and all disciplines of engineering, and reliability as a characteristic is, in fact, a probability. Therefore, in this book, the author uses the statistical approach to reliability modelling along with the MINITAB software package to provide a comprehensive treatment of modelling, from the basics through advanced modelling techniques.

The book begins by presenting a thorough grounding in the elements of modelling the lifetime of a single, non-repairable unit. Assuming no prior knowledge of the subject, the author includes a guide to all the fundamentals of probability theory, defines the various measures associated with reliability, then describes and discusses the more common lifetime models: the exponential, Weibull, normal, lognormal and gamma distributions. She concludes the groundwork by looking at ways of choosing and fitting the most appropriate model to a given data set, paying particular attention to two critical points: the effect of censored data and estimating lifetimes in the tail of the distribution.

The focus then shifts to topics somewhat more difficult:

  • the difference in the analysis of lifetimes for repairable versus non-repairable systems and whether repair truly "renews" the system
  • methods for dealing with system with reliability characteristic specified for more than one component or subsystem
  • the effect of different types of maintenance strategies
  • the analysis of life test data

    The final chapter provides snapshot introductions to a range of advanced models and presents two case studies that illustrate various ideas from throughout the book.

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