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Reliability Engineering Wiley Series in Systems Engineering and Management

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Beschreibung

Details

Einband

Gebundene Ausgabe

Erscheinungsdatum

07.01.2021

Verlag

John Wiley & Sons

Seitenzahl

928

Maße (L/B/H)

26/18,3/5,4 cm

Gewicht

1909 g

Auflage

3rd edition

Sprache

Englisch

ISBN

978-1-119-66592-2

Beschreibung

Details

Einband

Gebundene Ausgabe

Erscheinungsdatum

07.01.2021

Verlag

John Wiley & Sons

Seitenzahl

928

Maße (L/B/H)

26/18,3/5,4 cm

Gewicht

1909 g

Auflage

3rd edition

Sprache

Englisch

ISBN

978-1-119-66592-2

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  • Produktbild: Reliability Engineering
  • Preface xi

    Prelude xv

    Chapter 1 Reliability and Hazard Functions 1

    1.1 Introduction 1

    1.2 Reliability Definition and Estimation 5

    1.3 Hazard Functions 16

    1.4 Multivariate Hazard Rate 57

    1.5 Competing Risk Model and Mixture of Failure Rates 60

    1.6 Discrete Probability Distributions 68

    1.7 Mean Time to Failure 71

    1.8 Mean Residual Life 74

    1.9 Time of First Failure 76

    Problems 79

    References 91

    Chapter 2 System Reliability Evaluation 95

    2.1 Introduction 95

    2.2 Reliability Block Diagrams 96

    2.3 Series Systems 99

    2.4 Parallel Systems 101

    2.5 Parallel-Series, Series-Parallel, and Mixed-Parallel Systems 103

    2.6 Consecutive-k-out-of-n:F System 113

    2.7 Reliability of k-out-of-n Systems 121

    2.8 Reliability of k-out-of-n Balanced Systems 123

    2.9 Complex Reliability Systems 125

    2.10 Special Networks 143

    2.11 Multistate Models 144

    2.12 Redundancy 150

    2.13 Importance Measures of Components 154

    2.14 Weighted Importance Measures of Components 165

    Problems 167

    References 182

    Chapter 3 Time- and Failure-Dependent Reliability 185

    3.1 Introduction 185

    3.2 Nonrepairable Systems 185

    3.3 Mean Time to Failure 194

    3.4 Repairable Systems 204

    3.5 Availability 215

    3.6 Dependent Failures 223

    3.7 Redundancy and Standby 228

    Problems 238

    References 247

    Chapter 4 Estimation Methods of the Parameters 251

    4.1 Introduction 251

    4.2 Method of Moments 252

    4.3 The Likelihood Function 260

    4.4 Method of Least Squares 278

    4.5 Bayesian Approach 284

    4.6 Bootstrap Method 288

    4.7 Generation of Failure Time Data 290

    Problems 292

    References 298

    Chapter 5 Parametric Reliability Models 301

    5.1 Introduction 301

    5.2 Approach 1: Historical Data 302

    5.3 Approach 2: Operational Life Testing 303

    5.4 Approach 3: Burn-in Testing 303

    5.5 Approach 4: Accelerated Life Testing 304

    5.6 Types of Censoring 305

    5.7 The Exponential Distribution 308

    5.8 The Rayleigh Distribution 322

    5.9 The Weibull Distribution 331

    5.10 The Lognormal Distribution 343

    5.11 The Gamma Distribution 350

    5.12 The Extreme Value Distribution 357

    5.13 The Half-Logistic Distribution 360

    5.14 The Frechet Distribution 367

    5.15 The Birnbaum-Saunders Distribution 369

    5.16 Linear Models 372

    5.17 Multicensored Data 374

    Problems 378

    References 389

    Chapter 6 Accelerated Life Testing 393

    6.1 Introduction 393

    6.2 Types of Reliability Testing 394

    6.3 Accelerated Life Testing 403

    6.4 ALT Models 406

    6.5 Statistics-Based Models: Nonparametric 420

    6.6 Physics-Statistics-Based Models 437

    6.7 Physics-Experimental-Based Models 446

    6.8 Degradation Models 449

    6.9 Statistical Degradation Models 453

    6.10 Accelerated Life Testing Plans 459

    Problems 463

    References 476

    Chapter 7 Physics of Failures 481

    7.1 Introduction 481

    7.2 Fault Tree Analysis 481

    7.3 Failure Modes and Effects Analysis 488

    7.4 Stress-Strength Relationship 490

    7.5 PoF: Failure Time Models 492

    7.6 PoF: Degradation Models 512

    Problems 519

    References 524

    Chapter 8 System Resilience 527

    8.1 Introduction 527

    8.2 Resilience Overview 528

    8.3 Multi-Hazard 528

    8.4 Resilience Modeling 532

    8.5 Resilience Definitions and Attributes 535

    8.6 Resilience Quantification 536

    8.7 Importance Measures 542

    8.8 Cascading Failures 544

    8.9 Cyber Networks 546

    Problems 557

    References 559

    Chapter 9 Renewal Processes and Expected Number of Failures 563

    9.1 Introduction 563

    9.2 Parametric Renewal Function Estimation 564

    9.3 Nonparametric Renewal Function Estimation 578

    9.4 Alternating Renewal Process 588

    9.5 Approximations of M(t) 591

    9.6 Other Types of Renewal Processes 594

    9.7 The Variance of the Number of Renewals 595

    9.8 Confidence Intervals for the Renewal Function 601

    9.9 Remaining Life at Time t 604

    9.10 Poisson Processes 606

    9.11 Laplace Transform and Random Variables 609

    Problems 611

    References 619

    Chapter 10 Maintenance and Inspection 621

    10.1 Introduction 621

    10.2 Preventive Maintenance and Replacement Models: Cost Minimization 622

    10.3 Preventive Maintenance and Replacement Models: Downtime Minimization 631

    10.4 Minimal Repair Models 634

    10.5 Optimum Replacement Intervals for Systems Subject to Shocks 639

    10.6 Preventive Maintenance and Number of Spares 642

    10.7 Group Maintenance 649

    10.8 Periodic Inspection 653

    10.9 Condition-Based Maintenance 663

    10.10 On-Line Surveillance and Monitoring 665

    Problems 669

    References 676

    Chapter 11 Warranty Models 679

    11.1 Introduction 679

    11.2 Warranty Models for Nonrepairable Products 681

    11.3 Warranty Models for Repairable Products 701

    11.4 Two-Dimensional Warranty 716

    11.5 Warranty Claims 718

    Problems 725

    References 731

    Chapter 12 Case Studies 733

    12.1 Case 1: A Crane Spreader Subsystem 733

    12.2 Case 2: Design of a Production Line 739

    12.3 Case 3: An Explosive Detection System 746

    12.4 Case 4: Reliability of Furnace Tubes 752

    12.5 Case 5: Reliability of Smart Cards 757

    12.6 Case 6: Life Distribution of Survivors of Qualification and Certification 760

    12.7 Case 7: Reliability Modeling of Telecommunication Networks for the Air Traffic Control System 767

    12.8 Case 8: System Design Using Reliability Objectives 776

    12.9 Case 9: Reliability Modeling of Hydraulic Fracture Pumps 786

    12.10 Case 10: Availability of Medical Information Technology System 791

    12.11 Case 11: Producer and Consumer Risk in System of Systems 797

    References 804

    Appendices

    Appendix A Gamma Table 805

    Appendix B Computer Program To Calculate the Reliability of a Consecutive-k-Out-of-n:F System 811

    Appendix C Optimum Arrangement of Components In Consecutive-2-Out-of-N:F Systems 813

    Appendix D Computer Program For Solving the Time-Dependent Equations 821

    Appendix E The Newton-Raphson Method 823

    Appendix F Coefficients of bi's For i = 1, ..., n 829

    Appendix G Variance of ¿¿2's In Terms of ¿22/n and K3/K¿2 843

    Appendix H Computer Listing of the Newton-Raphson Method 849

    Appendix I Coefficients (ai and bi) of the Best Estimates of the Mean (¿) and Standard Deviation (¿) In Censored Samples Up To n = 20 From a Normal Population 851

    Appendix J Baker's Algorithm 865

    Appendix K Standard Normal Distribution 869

    Appendix L Critical Values of ¿2 875

    Appendix M Solutions of Selected Problems 879

    Author Index 887

    Subject Index 895