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Stochastic Models in Reliability and Maintenance

✍ Scribed by Tadashi Dohi, Naoto Kaio, Shunji Osaki (auth.), Professor Shunji Osaki (eds.)


Publisher
Springer-Verlag Berlin Heidelberg
Year
2002
Tongue
English
Leaves
337
Edition
1
Category
Library

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✦ Synopsis


Our daily lives can be maintained by the high-technology systems. Computer systems are typical examples of such systems. We can enjoy our modern lives by using many computer systems. Much more importantly, we have to maintain such systems without failure, but cannot predict when such systems will fail and how to fix such systems without delay. A stochastic process is a set of outcomes of a random experiment indexed by time, and is one of the key tools needed to analyze the future behavior quantitatively. Reliability and maintainability technologies are of great interest and importance to the maintenance of such systems. Many mathematical models have been and will be proposed to describe reliability and maintainability systems by using the stochastic processes. The theme of this book is "Stochastic Models in Reliability and MainΒ­ tainability. " This book consists of 12 chapters on the theme above from the different viewpoints of stochastic modeling. Chapter 1 is devoted to "Renewal Processes," under which classical renewal theory is surveyed and computaΒ­ tional methods are described. Chapter 2 discusses "Stochastic Orders," and in it some definitions and concepts on stochastic orders are described and agΒ­ ing properties can be characterized by stochastic orders. Chapter 3 is devoted to "Classical Maintenance Models," under which the so-called age, block and other replacement models are surveyed. Chapter 4 discusses "Modeling Plant Maintenance," describing how maintenance practice can be carried out for plant maintenance.

✦ Table of Contents


Front Matter....Pages I-XII
Renewal Processes and Their Computational Aspects....Pages 1-30
Stochastic Orders in Reliability Theory....Pages 31-63
Classical Maintenance Models....Pages 65-87
A Review of Delay Time Analysis for Modelling Plant Maintenance....Pages 89-123
Imperfect Preventive Maintenance Models....Pages 125-143
Generalized Renewal Processes and General Repair Models....Pages 145-164
Two-Unit Redundant Models....Pages 165-191
Optimal Maintenance Problems for Markovian Deteriorating Systems....Pages 193-218
Transient Analysis of Semiβ€”Markov Reliability Models β€” A Tutorial Review with Emphasis on Discreteβ€”Parameter Approaches....Pages 219-251
Software Reliability Models....Pages 253-280
Reliability Models in Data Communication Systems....Pages 281-306
Quick Monte Carlo Methods in Stochastic Systems and Reliability....Pages 307-333
Back Matter....Pages 335-338

✦ Subjects


Probability Theory and Stochastic Processes; Operation Research/Decision Theory; Industrial and Production Engineering


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