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Recent advances in science and technology have made modern computing and engineering systems more powerful and sophisticated than ever. The increasing complexity and scale imply that system reliability problems not only continue to be a challenge but also require more efficient models and solutions. This is the first book systematically covering the state-of-the-art binary decision diagrams and their extended models, which can provide efficient and exact solutions to reliability analysis of large and complex systems. The book provides both basic concepts and detailed algorithms for modelling…mehr

Produktbeschreibung
Recent advances in science and technology have made modern computing and engineering systems more powerful and sophisticated than ever. The increasing complexity and scale imply that system reliability problems not only continue to be a challenge but also require more efficient models and solutions. This is the first book systematically covering the state-of-the-art binary decision diagrams and their extended models, which can provide efficient and exact solutions to reliability analysis of large and complex systems. The book provides both basic concepts and detailed algorithms for modelling and evaluating reliability of a wide range of complex systems, such as multi-state systems, phased-mission systems, fault-tolerant systems with imperfect fault coverage, systems with common-cause failures, systems with disjoint failures, and systems with functional dependent failures. These types of systems abound in safety-critical or mission-critical applications such as aerospace, circuits, power systems, medical systems, telecommunication systems, transmission systems, traffic light systems, data storage systems, and etc. The book provides both small-scale illustrative examples and large-scale benchmark examples to demonstrate broad applications and advantages of different decision diagrams based methods for complex system reliability analysis. Other measures including component importance and failure frequency are also covered. A rich set of references is cited in the book, providing helpful resources for readers to pursue further research and study of the topics. The target audience of the book is reliability and safety engineers or researchers. The book can serve as a textbook on system reliability analysis. It can also serve as a tutorial and reference book on decision diagrams, multi-state systems, phased-mission systems, and imperfect fault coverage models.
  • Produktdetails
  • Performability Engineering
  • Verlag: John Wiley & Sons / WILEY
  • Seitenzahl: 240
  • Erscheinungstermin: 7. Juli 2015
  • Englisch
  • Abmessung: 236mm x 157mm x 18mm
  • Gewicht: 408g
  • ISBN-13: 9781118549377
  • ISBN-10: 1118549376
  • Artikelnr.: 40049160
Inhaltsangabe
Preface xiii Nomenclature xix 1 Introduction 1 1.1 Historical Developments 1 1.2 Reliability and Safety Applications 4 2 Basic Reliability Theory and Models 7 2.1 Probabiltiy Concepts 7 2.2 Reliability Measures 14 2.3 Fault Tree Analysis 17 3 Fundamentals of Binary Decision Diagrams 33 3.1 Preliminaries 34 3.2 Basic Concepts 34 3.3 BDD Construction 35 3.4 BDD Evaluation 42 3.5 BDD
Based Software Package 44 4 Application of BDD to Binary
State Systems 45 4.1 Network Reliability Analysis 45 4.2 Event Tree Analysis 47 4.3 Failure Frequency Analysis 50 4.4 Importance Measures and Analysis 54 4.5 Modularization Methods 60 4.6 Non
Coherent Systems 60 4.7 Disjoint Failures 65 4.8 Dependent Failures 68 5 Phased
Mission Systems 73 5.1 System Description 74 5.2 Rules of Phase Algebra 75 5.3 BDD
Based Method for PMS Analysis 76 5.4 Mission Performance Analysis 81 6 Multi
State Systems 85 6.1 Assumptions 86 6.2 An Illustrative Example 86 6.3 MSS Representation 87 6.4 Multi
State BDD (MBDD) 90 6.5 Logarithmically
Encoded BDD (LBDD) 94 6.6 Multi
State Multi
Valued Decision Diagrams (MMDD) 98 6.7 Performance Evaluation and Benchmarks 102 6.8 Summary 117 7 Fault Tolerant Systems and Coverage Models 119 7.1 Basic Types 120 7.2 Imperfect Coverage Model 122 7.3 Applications to Binary
State Systems 123 7.4 Applications to Multi
State Systems 129 7.5 Applications to Phased
Mission Systems 133 7.6 Summary 139 8 Shared Decision Diagrams 143 8.1 Multi
Rooted Decision Diagrams 144 8.2 Multi
Terminal Decision Diagrams 148 8.3 Performance Study on Multi
State Systems 151 8.4 Application to Phased
Mission Systems 163 8.5 Application to Multi
State k
out
of
n Systems 168 8.6 Importance Measures 176 8.7 Failure Frequency Based Measures 180 8.8 Summary 183 Conclusions 185 References 187 Index 205