
Fatigue of Materials and Structures
Physics and Data Science
- English
- ePUB (mobile friendly)
- Available on iOS & Android
Fatigue of Materials and Structures
Physics and Data Science
About this book
Fatigue failure of engineering materials and structures has long been a great challenge for structural integrity, reliability and safety in mechanical, civil and aerospace engineering. These failure mechanisms and their modeling are critical concerns for managing aging structures, and directly affect sustainability across society.
In this context, the fundamental theories and methods of fatigue failure of engineering materials and structures are discussed in detail. Fatigue damage accumulation, crack initiation and crack growth analysis are presented from materials to structures, deterministic to probabilistic fatigue, physics to data science, uniaxial to multiaxial fatigue, and extremely low cycle fatigue to very high cycle fatigue. The focus is on mechanical understanding and risk management for design, maintenance, and operation.
Some recent advancements include fatigue of additive manufactured (AM) metals and advanced materials, which could potentially transform fatigue analysis and offer new perspectives on fatigue failure mechanisms and reliability design. Both experimental supporting evidence and simulation benefits are demonstrated. It integrates recent developments in artificial intelligence with fatigue in AM metals and advanced materials. It provides case studies, and future research challenges for the fusion of fatigue physics modeling with data analytics, for graduate students and advanced practitioners.
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Information
Table of contents
- Cover
- Half Title
- Series Page
- Title Page
- Copyright Page
- Table of Contents
- Foreword
- Preface
- About the Authors
- Acknowledgments
- List of Contributors
- Chapter 1 Introduction to Fatigue
- Chapter 2 Variable Amplitude Fatigue
- Chapter 3 Multiaxial Fatigue
- Chapter 4 Fatigue Crack Growth
- Chapter 5 Ultra-Low-Cycle Fatigue
- Chapter 6 Very High Cycle Fatigue
- Chapter 7 Fatigue Reliability
- Chapter 8 Fatigue of Additively Manufactured Materials
- Chapter 9 Fatigue of Joints and Bridges
- Chapter 10 Fatigue Modeling with Artificial Intelligence and Machine Learning
- Chapter 11 Fatigue of Advanced Materials
- Index