Reliability Modelling With Information Measures

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Reliability Modelling with Information Measures

Author : N. Unnikrishnan Nair
Publisher : CRC Press
ISBN 13 : 100079282X
Total Pages : 299 pages
Book Rating : 4.0/5 (7 download)

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Book Synopsis Reliability Modelling with Information Measures by : N. Unnikrishnan Nair

Download or read book Reliability Modelling with Information Measures written by N. Unnikrishnan Nair and published by CRC Press. This book was released on 2022-11-17 with total page 299 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book deals with the application of various measures of information like the entropy, divergence, inaccuracy, etc. in modelling lifetimes of devices or equipment in reliability analysis. This is an emerging area of study and research during the last two decades and is of potential interest in many fields. In this work the classical measures of uncertainty are sufficiently modified to meet the needs of lifetime data analysis. The book provides an exhaustive collection of materials in a single volume to make it a comprehensive source of reference. The first treatise on the subject. It brings together the work that have appeared in journals on different disciplines. It will serve as a text for graduate students and practioners of special studies in information theory, as well as statistics and as a reference book for researchers. The book contains illustrative examples, tables and figures for clarifying the concepts and methodologies, the book is self-contained. It helps students to access information relevant to careers in industry, engineering, applied statistics, etc.

Reliability Modelling with Information Measures

Author : N. Unnikrishnan Nair
Publisher : CRC Press
ISBN 13 : 1000796485
Total Pages : 355 pages
Book Rating : 4.0/5 (7 download)

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Book Synopsis Reliability Modelling with Information Measures by : N. Unnikrishnan Nair

Download or read book Reliability Modelling with Information Measures written by N. Unnikrishnan Nair and published by CRC Press. This book was released on 2022-11-17 with total page 355 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book deals with the application of various measures of information like the entropy, divergence, inaccuracy, etc. in modelling lifetimes of devices or equipment in reliability analysis. This is an emerging area of study and research during the last two decades and is of potential interest in many fields. In this work the classical measures of uncertainty are sufficiently modified to meet the needs of lifetime data analysis. The book provides an exhaustive collection of materials in a single volume to make it a comprehensive source of reference. The first treatise on the subject. It brings together the work that have appeared in journals on different disciplines. It will serve as a text for graduate students and practioners of special studies in information theory, as well as statistics and as a reference book for researchers. The book contains illustrative examples, tables and figures for clarifying the concepts and methodologies, the book is self-contained. It helps students to access information relevant to careers in industry, engineering, applied statistics, etc.

Reliability Modelling and Analysis in Discrete Time

Author : Unnikrishnan Nair
Publisher : Academic Press
ISBN 13 : 0128020067
Total Pages : 510 pages
Book Rating : 4.1/5 (28 download)

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Book Synopsis Reliability Modelling and Analysis in Discrete Time by : Unnikrishnan Nair

Download or read book Reliability Modelling and Analysis in Discrete Time written by Unnikrishnan Nair and published by Academic Press. This book was released on 2018-05-15 with total page 510 pages. Available in PDF, EPUB and Kindle. Book excerpt: Reliability Modelling and Analysis in Discrete Time provides an overview of the probabilistic and statistical aspects connected with discrete reliability systems. This engaging book discusses their distributional properties and dependence structures before exploring various orderings associated between different reliability structures. Though clear explanations, multiple examples, and exhaustive coverage of the basic and advanced topics of research in this area, the work gives the reader a thorough understanding of the theory and concepts associated with discrete models and reliability structures. A comprehensive bibliography assists readers who are interested in further research and understanding. Requiring only an introductory understanding of statistics, this book offers valuable insight and coverage for students and researchers in Probability and Statistics, Electrical Engineering, and Reliability/Quality Engineering. The book also includes a comprehensive bibliography to assist readers seeking to delve deeper. Includes a valuable introduction to Reliability Theory before covering advanced topics of research and real world applications Features an emphasis on the mathematical theory of reliability modeling Provides many illustrative examples to foster reader understanding

Reliability Modeling, Analysis and Optimization

Author :
Publisher :
ISBN 13 : 9814479993
Total Pages : pages
Book Rating : 4.8/5 (144 download)

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Book Synopsis Reliability Modeling, Analysis and Optimization by :

Download or read book Reliability Modeling, Analysis and Optimization written by and published by . This book was released on with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:

Reliability Modelling

Author : Linda C. Wolstenholme
Publisher : Routledge
ISBN 13 : 1351419099
Total Pages : 272 pages
Book Rating : 4.3/5 (514 download)

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Book Synopsis Reliability Modelling by : Linda C. Wolstenholme

Download or read book Reliability Modelling written by Linda C. Wolstenholme and published by Routledge. This book was released on 2018-10-03 with total page 272 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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 systemmethods for dealing with system with reliability characteristic specified for more than one component or subsystemthe effect of different types of maintenance strategiesthe analysis of life test dataThe final chapter provides snapshot introductions to a range of advanced models and presents two case studies that illustrate various ideas from throughout the book.

Models of Network Reliability

Author : Ilya B. Gertsbakh
Publisher : CRC Press
ISBN 13 : 1439817421
Total Pages : 221 pages
Book Rating : 4.4/5 (398 download)

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Book Synopsis Models of Network Reliability by : Ilya B. Gertsbakh

Download or read book Models of Network Reliability written by Ilya B. Gertsbakh and published by CRC Press. This book was released on 2016-04-19 with total page 221 pages. Available in PDF, EPUB and Kindle. Book excerpt: Unique in its approach, Models of Network Reliability: Analysis, Combinatorics, and Monte Carlo provides a brief introduction to Monte Carlo methods along with a concise exposition of reliability theory ideas. From there, the text investigates a collection of principal network reliability models, such as terminal connectivity for networks with unre

OSS Reliability Measurement and Assessment

Author : Shigeru Yamada
Publisher : Springer
ISBN 13 : 3319318187
Total Pages : 185 pages
Book Rating : 4.3/5 (193 download)

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Book Synopsis OSS Reliability Measurement and Assessment by : Shigeru Yamada

Download or read book OSS Reliability Measurement and Assessment written by Shigeru Yamada and published by Springer. This book was released on 2016-03-22 with total page 185 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book analyses quantitative open source software (OSS) reliability assessment and its applications, focusing on three major topic areas: the Fundamentals of OSS Quality/Reliability Measurement and Assessment; the Practical Applications of OSS Reliability Modelling; and Recent Developments in OSS Reliability Modelling. Offering an ideal reference guide for graduate students and researchers in reliability for open source software (OSS) and modelling, the book introduces several methods of reliability assessment for OSS including component-oriented reliability analysis based on analytic hierarchy process (AHP), analytic network process (ANP), and non-homogeneous Poisson process (NHPP) models, the stochastic differential equation models and hazard rate models. These measurement and management technologies are essential to producing and maintaining quality/reliable systems using OSS.

Safety and Reliability Modeling and Its Applications

Author : Mangey Ram
Publisher : Elsevier
ISBN 13 : 0128233230
Total Pages : 431 pages
Book Rating : 4.1/5 (282 download)

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Book Synopsis Safety and Reliability Modeling and Its Applications by : Mangey Ram

Download or read book Safety and Reliability Modeling and Its Applications written by Mangey Ram and published by Elsevier. This book was released on 2021-08-12 with total page 431 pages. Available in PDF, EPUB and Kindle. Book excerpt: Safety and Reliability Modeling and Its Applications combines work by leading researchers in engineering, statistics and mathematics who provide innovative methods and solutions for this fast-moving field. Safety and reliability analysis is one of the most multidimensional topics in engineering today. Its rapid development has created many opportunities and challenges for both industrialists and academics, while also completely changing the global design and systems engineering environment. As more modeling tasks can now be undertaken within a computer environment using simulation and virtual reality technologies, this book helps readers understand the number and variety of research studies focusing on this important topic. The book addresses these important recent developments, presenting new theoretical issues that were not previously presented in the literature, along with solutions to important practical problems and case studies that illustrate how to apply the methodology. Uses case studies from industry practice to explain innovative solutions to real world safety and reliability problems Addresses the full interdisciplinary range of topics that influence this complex field Provides brief introductions to important concepts, including stochastic reliability and Bayesian methods

Software Reliability Modelling

Author : M. Xie
Publisher : World Scientific
ISBN 13 : 9789810206406
Total Pages : 232 pages
Book Rating : 4.2/5 (64 download)

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Book Synopsis Software Reliability Modelling by : M. Xie

Download or read book Software Reliability Modelling written by M. Xie and published by World Scientific. This book was released on 1991 with total page 232 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book summarizes the recent advances in software reliability modelling. Almost all the existing models are classified and the most interesting models are described in detail.Because of the application of software in many industrial, military and commercial systems, software reliability has become an important research area. Although there are many models and results appeared in different journals and conference proceedings, there is a lack of systematic publications on this subject. The aim of this book is to provide an overview of this area and provide software reliability researchers and analysts with a systematic study of the existing results. This book can also be used as a reference book for other software engineers and reliability theoreticians interested in this area.

Network Reliability

Author : Sanjay K. Chaturvedi
Publisher : John Wiley & Sons
ISBN 13 : 1119224039
Total Pages : 272 pages
Book Rating : 4.1/5 (192 download)

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Book Synopsis Network Reliability by : Sanjay K. Chaturvedi

Download or read book Network Reliability written by Sanjay K. Chaturvedi and published by John Wiley & Sons. This book was released on 2016-07-12 with total page 272 pages. Available in PDF, EPUB and Kindle. Book excerpt: In Engineering theory and applications, we think and operate in terms of logics and models with some acceptable and reasonable assumptions. The present text is aimed at providing modelling and analysis techniques for the evaluation of reliability measures (2-terminal, all-terminal, k-terminal reliability) for systems whose structure can be described in the form of a probabilistic graph. Among the several approaches of network reliability evaluation, the multiple-variable-inversion sum-of-disjoint product approach finds a well-deserved niche as it provides the reliability or unreliability expression in a most efficient and compact manner. However, it does require an efficiently enumerated minimal inputs (minimal path, spanning tree, minimal k-trees, minimal cut, minimal global-cut, minimal k-cut) depending on the desired reliability. The present book covers these two aspects in detail through the descriptions of several algorithms devised by the ‘reliability fraternity’ and explained through solved examples to obtain and evaluate 2-terminal, k-terminal and all-terminal network reliability/unreliability measures and could be its USP. The accompanying web-based supplementary information containing modifiable Matlab® source code for the algorithms is another feature of this book. A very concerted effort has been made to keep the book ideally suitable for first course or even for a novice stepping into the area of network reliability. The mathematical treatment is kept as minimal as possible with an assumption on the readers’ side that they have basic knowledge in graph theory, probabilities laws, Boolean laws and set theory.

Reliability Analysis and Prediction

Author : Krishna B. Misra
Publisher : Elsevier Publishing Company
ISBN 13 : 9780444896063
Total Pages : 889 pages
Book Rating : 4.8/5 (96 download)

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Book Synopsis Reliability Analysis and Prediction by : Krishna B. Misra

Download or read book Reliability Analysis and Prediction written by Krishna B. Misra and published by Elsevier Publishing Company. This book was released on 1992-01-01 with total page 889 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book equips the reader with a compact information source on all the most recent methodological tools available in the area of reliability prediction and analysis. Topics covered include reliability mathematics, organisation and analysis of data, reliability modelling and system reliability evaluation techniques. Environmental factors and stresses are taken into account in computing the reliability of the involved components. The limitations of models, methods, procedures, algorithms and programmes are outlined. The treatment of maintained systems is designed to aid the worker in analysing systems with more realistic and practical assumptions. Fault tree analysis is also extensively discussed, incorporating recent developments. Examples and illustrations support the reader in the solving of problems in his own area of research. The chapters provide a logical and graded presentation of the subject matter bearing in mind the difficulties of a beginner, whilst bridging the information gap for the more experienced reader.

Reliability and Survival Analysis

Author : Md. Rezaul Karim
Publisher : Springer
ISBN 13 : 9811397767
Total Pages : 252 pages
Book Rating : 4.8/5 (113 download)

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Book Synopsis Reliability and Survival Analysis by : Md. Rezaul Karim

Download or read book Reliability and Survival Analysis written by Md. Rezaul Karim and published by Springer. This book was released on 2019-08-09 with total page 252 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents and standardizes statistical models and methods that can be directly applied to both reliability and survival analysis. These two types of analysis are widely used in many fields, including engineering, management, medicine, actuarial science, the environmental sciences, and the life sciences. Though there are a number of books on reliability analysis and a handful on survival analysis, there are virtually no books on both topics and their overlapping concepts. Offering an essential textbook, this book will benefit students, researchers, and practitioners in reliability and survival analysis, reliability engineering, biostatistics, and the biomedical sciences.

Reliability Modeling With Computer And Maintenance Applications

Author : Nakamura Syouji
Publisher : #N/A
ISBN 13 : 9813224517
Total Pages : 396 pages
Book Rating : 4.8/5 (132 download)

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Book Synopsis Reliability Modeling With Computer And Maintenance Applications by : Nakamura Syouji

Download or read book Reliability Modeling With Computer And Maintenance Applications written by Nakamura Syouji and published by #N/A. This book was released on 2017-06-07 with total page 396 pages. Available in PDF, EPUB and Kindle. Book excerpt: The development of Reliability and Maintenance theory and applications has become major concerns of engineers and managers engaged in order to design and product systems that are highly reliable. This book aims to cover the ongoing research topics in computer system, reliability analysis, reliability applications and maintenance policies, so as to provide awareness for those who engage systems design, being students, technicians, or research engineers, as a reference guidebook.

Reliability

Author : Wallace R. Blischke
Publisher : John Wiley & Sons
ISBN 13 : 1118150473
Total Pages : 848 pages
Book Rating : 4.1/5 (181 download)

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Book Synopsis Reliability by : Wallace R. Blischke

Download or read book Reliability written by Wallace R. Blischke and published by John Wiley & Sons. This book was released on 2011-09-20 with total page 848 pages. Available in PDF, EPUB and Kindle. Book excerpt: Bringing together business and engineering to reliability analysisWith manufactured products exploding in numbers and complexity,reliability studies play an increasingly critical role throughout aproduct's entire life cycle-from design to post-sale support.Reliability: Modeling, Prediction, and Optimization presents aremarkably broad framework for the analysis of the technical andcommercial aspects of product reliability, integrating concepts andmethodologies from such diverse areas as engineering, materialsscience, statistics, probability, operations research, andmanagement. Written in plain language by two highly respectedexperts in the field, this practical work provides engineers,operations managers, and applied statisticians with bothqualitative and quantitative tools for solving a variety ofcomplex, real-world reliability problems. A wealth of examples andcase studies accompanies: * Comprehensive coverage of assessment, prediction, and improvementat each stage of a product's life cycle * Clear explanations of modeling and analysis for hardware rangingfrom a single part to whole systems * Thorough coverage of test design and statistical analysis ofreliability data * A special chapter on software reliability * Coverage of effective management of reliability, product support,testing, pricing, and related topics * Lists of sources for technical information, data, and computerprograms * Hundreds of graphs, charts, and tables, as well as over 500references * PowerPoint slides are available from the Wiley editorialdepartment.

Frontiers in Reliability

Author : Asit P Basu
Publisher : World Scientific
ISBN 13 : 9814496529
Total Pages : 448 pages
Book Rating : 4.8/5 (144 download)

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Book Synopsis Frontiers in Reliability by : Asit P Basu

Download or read book Frontiers in Reliability written by Asit P Basu and published by World Scientific. This book was released on 1998-07-31 with total page 448 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume presents recent results in reliability theory by leading experts in the world. It will prove valuable for researchers, and users of reliability theory. It consists of refereed invited papers on a broad spectrum of topics in reliability. The subjects covered include Bayesian reliability, Bayesian reliability modeling, confounding in a series system, DF tests, Edgeworth approximation to reliability, estimation under random censoring, fault tree reduction for reliability, inference about changes in hazard rates, information theory and reliability, mixture experiment, mixture of Weibull distributions, queuing network approach in reliability theory, reliability estimation, reliability modeling, repairable systems, residual life function, software spare allocation systems, stochastic comparisons, stress-strength models, system-based component test plans, and TTT-transform. Contents:A Bayesian Approach Using Nonhomogeneous Poisson Processes for Software Reliability Models (J A Achcar et al.)Recent Applications of the Plotting Technique (B Bergman & B Klefsjö)On Smoothed Functional Estimation Under Random Censoring (Y P Chaubey & P K Sen)Applications of Higher Order Moments and the Edgeworth Approximation to Reliability and Life Testing (A Childs & N Balakrishnan)Inference About Sharp Changes in Hazard Rates (J K Ghosh et al.)Parametric Random Effects Models Based on the Exponential and Weibull Distributions (A C Kimber & C-Q Zhu)Mixture of Weibull Distributions — Parametric Characterization of Density Function (D N P Murthy & R Jiang)Statistical Approaches to Modeling and Estimating Software Reliability (T K Nayak)Parameter Estimation in Software Reliability Growth Models (L D Ries & A P Basu)Ordinary and Bayesian Approach to Life Testing Using the Extreme Value Distribution (C P Tsokos)Fault Tree Reduction for Reliability Analysis and Improvement (M Xie et al.)and other papers Readership: Engineers, statisticians, graduate students and researchers in reliability theory. Keywords:Change Point;Fault Tree;Life Distribution Class;Network Reliability;Reliability Testing;Repairable System;Software Reliability;Stochastic Ordering;Stress-Strength Reliability;Bayesian Reliability Estimation

Reliability Growth

Author : Panel on Reliability Growth Methods for Defense Systems
Publisher : National Academy Press
ISBN 13 : 9780309314749
Total Pages : 235 pages
Book Rating : 4.3/5 (147 download)

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Book Synopsis Reliability Growth by : Panel on Reliability Growth Methods for Defense Systems

Download or read book Reliability Growth written by Panel on Reliability Growth Methods for Defense Systems and published by National Academy Press. This book was released on 2015-03-01 with total page 235 pages. Available in PDF, EPUB and Kindle. Book excerpt: A high percentage of defense systems fail to meet their reliability requirements. This is a serious problem for the U.S. Department of Defense (DOD), as well as the nation. Those systems are not only less likely to successfully carry out their intended missions, but they also could endanger the lives of the operators. Furthermore, reliability failures discovered after deployment can result in costly and strategic delays and the need for expensive redesign, which often limits the tactical situations in which the system can be used. Finally, systems that fail to meet their reliability requirements are much more likely to need additional scheduled and unscheduled maintenance and to need more spare parts and possibly replacement systems, all of which can substantially increase the life-cycle costs of a system. Beginning in 2008, DOD undertook a concerted effort to raise the priority of reliability through greater use of design for reliability techniques, reliability growth testing, and formal reliability growth modeling, by both the contractors and DOD units. To this end, handbooks, guidances, and formal memoranda were revised or newly issued to reduce the frequency of reliability deficiencies for defense systems in operational testing and the effects of those deficiencies. "Reliability Growth" evaluates these recent changes and, more generally, assesses how current DOD principles and practices could be modified to increase the likelihood that defense systems will satisfy their reliability requirements. This report examines changes to the reliability requirements for proposed systems; defines modern design and testing for reliability; discusses the contractor's role in reliability testing; and summarizes the current state of formal reliability growth modeling. The recommendations of "Reliability Growth" will improve the reliability of defense systems and protect the health of the valuable personnel who operate them.

Repairable Systems Reliability Analysis

Author : Rajiv Nandan Rai
Publisher : John Wiley & Sons
ISBN 13 : 1119526272
Total Pages : 400 pages
Book Rating : 4.1/5 (195 download)

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Book Synopsis Repairable Systems Reliability Analysis by : Rajiv Nandan Rai

Download or read book Repairable Systems Reliability Analysis written by Rajiv Nandan Rai and published by John Wiley & Sons. This book was released on 2020-10-20 with total page 400 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides an application-oriented framework for reliability modeling and analysis of repairable systems in conjunction with the procurement process of weapon systems and throughput analysis for industries. Most of the reliability literature is directed towards non-repairable systems, that is, systems that fail are discarded or replaced. This book is mainly dedicated towards providing coverage to the reliability modeling and analysis of repairable systems that undergo failure-repair cycles. This unique book provides a comprehensive framework for the modeling and analysis of repairable systems considering both the non-parametric and parametric approaches to deal with their failure data. The book presents MCF based non-parametric approach with several illustrative examples and the generalized renewal process (GRP) based arithmetic reduction of age (ARA) models along with its applications to the systems failure data from the aviation industry. A complete chapter on an integrated framework for procurement process is devoted by utilizing the concepts of multi-criteria decision-making (MCDM) techniques which will of a great assistance to the readers in enhancing the potential of their respective organizations. This book also presents FMEA methods tailored for GRP based repairs. This text has primarily emerged from the industrial experience and research work of the authors. A number of illustrations have been included to make the subject lucid and vivid even to the readers who are relatively new to this area. Besides, various examples have been provided to display the applicability of presented models and methodologies to assist the readers in applying the concepts presented in this book.