{"product_id":"probabilistic-physics-of-failure-approach-to-reliability-9781119388630","title":"Probabilistic Physics of Failure Approach to","description":"\u003cb\u003eBook Synopsis\u003c\/b\u003e\u003cbr\u003e\u003cp\u003eThe book presents highly technical approaches to the probabilistic physics of failure analysis and applications to accelerated life and degradation testing to reliability prediction and assessment. Beside reviewing a select set of important failure mechanisms, the book covers basic and advanced methods of performing accelerated life test and accelerated degradation tests and analyzing the test data. The book includes a large number of very useful examples to help readers understand complicated methods described. Finally, MATLAB, R and OpenBUGS computer scripts are provided and discussed to support complex computational probabilistic analyses introduced.\u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eTable of Contents\u003c\/b\u003e\u003cbr\u003e\u003cp\u003e Preface xi\u003c\/p\u003e \u003cp\u003e\u003cb\u003e1 Overview of Probabilistic Physics-of-Failure Approach to Reliability 1\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003e1.1 Introduction 1\u003c\/p\u003e \u003cp\u003e1.2 Overview of Physics-of-Failure Modeling 2\u003c\/p\u003e \u003cp\u003e1.3 Important Forms of PoF Models 4\u003c\/p\u003e \u003cp\u003e1.4 PPoF Approach to Life Assessment 6\u003c\/p\u003e \u003cp\u003e1.5 Accelerated Testing in PPoF Model Development 8\u003c\/p\u003e \u003cp\u003e1.6 Organization of the Book 10\u003c\/p\u003e \u003cp\u003eReferences 11\u003c\/p\u003e \u003cp\u003e\u003cb\u003e2 Summary of Mechanisms of Failure and Associated PoF Models 13\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003e2.1 Introduction 13\u003c\/p\u003e \u003cp\u003e2.2 Fatigue 15\u003c\/p\u003e \u003cp\u003e2.3 Wear 60\u003c\/p\u003e \u003cp\u003e2.4 Creep 81\u003c\/p\u003e \u003cp\u003e2.5 Corrosion 90\u003c\/p\u003e \u003cp\u003eReferences 97\u003c\/p\u003e \u003cp\u003e\u003cb\u003e3 Types of Accelerated Testing and Modeling Concepts 101\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003e3.1 Introduction 101\u003c\/p\u003e \u003cp\u003e3.2 Types of Accelerated Testing – Qualitative and Quantitative 101\u003c\/p\u003e \u003cp\u003e3.3 Qualitative Accelerated Tests 102\u003c\/p\u003e \u003cp\u003e3.4 Quantitative Accelerated Tests 107\u003c\/p\u003e \u003cp\u003eReferences 115\u003c\/p\u003e \u003cp\u003e\u003cb\u003e4 Analysis of Accelerated Life Testing Data and Physics-Based Reliability Model Development 117\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003e4.1 Introduction 117\u003c\/p\u003e \u003cp\u003e4.2 Accelerated Life Data Analysis Methods 117\u003c\/p\u003e \u003cp\u003e4.3 Basics of ALT Data Analysis 117\u003c\/p\u003e \u003cp\u003e4.4 Types of Collected Accelerated Life Test Data 118\u003c\/p\u003e \u003cp\u003e4.5 Life-stress Models 119\u003c\/p\u003e \u003cp\u003e4.6 Probability Plotting Method for ALT Model Estimation 124\u003c\/p\u003e \u003cp\u003e4.7 Maximum Likelihood Estimation Approach to ALT Data Analysis 131\u003c\/p\u003e \u003cp\u003e4.8 Confidence Intervals for MLE 134\u003c\/p\u003e \u003cp\u003e4.9 MLE Approach to Estimating Parameters of Common Distributions 136\u003c\/p\u003e \u003cp\u003e4.10 MLE-Based Parameter Estimation for Different Life-stress Models 139\u003c\/p\u003e \u003cp\u003e4.11 Proportional Hazards (PH) Model 168\u003c\/p\u003e \u003cp\u003e4.12 Bayesian Estimation Approach to ALT Model Parameter Estimation 171\u003c\/p\u003e \u003cp\u003e4.13 Determining stress dependencies 175\u003c\/p\u003e \u003cp\u003e4.14 Summary of the ALT Steps and Common Problems in Practice 178\u003c\/p\u003e \u003cp\u003e4.15 Time Varying Stress Tests 179\u003c\/p\u003e \u003cp\u003e4.16 Step-Stress Analysis And Model Development 182\u003c\/p\u003e \u003cp\u003eReferences 201\u003c\/p\u003e \u003cp\u003e\u003cb\u003e5 Analysis of Accelerated Degradation Data and Reliability Model Development 203\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003e5.1 Introduction 203\u003c\/p\u003e \u003cp\u003e5.2 Degradation Models 205\u003c\/p\u003e \u003cp\u003eReferences  231\u003c\/p\u003e \u003cp\u003e\u003cb\u003e6 Accelerated Test Planning 233\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003e6.1 Introduction 233\u003c\/p\u003e \u003cp\u003e6.2 Issues to Consider Prior to Accelerated Testing 233\u003c\/p\u003e \u003cp\u003e6.3 Planning for Accelerated Life Tests 237\u003c\/p\u003e \u003cp\u003e6.4 Planning for Accelerated Degradation Tests 246\u003c\/p\u003e \u003cp\u003eReferences 250\u003c\/p\u003e \u003cp\u003e\u003cb\u003e7 Accounting for Uncertainties and Model Validation 251\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003e7.1 Introduction 251\u003c\/p\u003e \u003cp\u003e7.2 Uncertainties in Evidence 251\u003c\/p\u003e \u003cp\u003e7.3 PPoF Model Uncertainties, Errors, and Validation 259\u003c\/p\u003e \u003cp\u003e7.4 Applications of Model Validation in ADT 263\u003c\/p\u003e \u003cp\u003eReferences 268\u003c\/p\u003e \u003cp\u003eIndex 269\u003c\/p\u003e","brand":"John Wiley \u0026 Sons Inc","offers":[{"title":"Default Title","offer_id":49528854249815,"sku":"9781119388630","price":156.7,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0817\/1739\/5799\/files\/9781119388630.jpg?v=1731873285","url":"https:\/\/bookcurl.com\/products\/probabilistic-physics-of-failure-approach-to-reliability-9781119388630","provider":"Book Curl","version":"1.0","type":"link"}