Read more
This book introduces the principles and theories of fatigue statistics and presents the Zhentong Gao method along with its practical applications.
List of contents
Part 1: Mathematical Foundations of Intelligent Fatigue Statistics 1. Basic Knowledge of Probability Theory 2. Random Variable Functions and Moment Generating Functions 3. Several Commonly Used Distributions 4. Basic Knowledge of Statistics
Part 2: Computer Basics of Intelligent Statistical Fatigue 5. Application of Excel in Probability Statistics 6. Introduction to Python
Part 3: Some Applications of Intelligent Fatigue Statistics 7. Estimation of Population Parameters 8. Zhentong Gao Method 9. Several Commonly Used Testing Methods 10. Application of Digital-Experiments to the Study of Weibull Distribution
About the author
Zhentong Gao, an academician of the China Academy of Sciences, is an expert in metal structural fatigue. Before retiring, he worked as a professor at Beihang University, China, where his research focused on material fatigue performance and metal structural fatigue.
Jiajin Xu is a researcher specializing in the fields of semiconductor, laser physics, nonlinear optics, and computational physics. He worked as a visiting scholar at the Optical Research Center, the University of Arizona in the US between 1988 and 1991.
Summary
This book introduces the principles and theories of fatigue statistics and presents the Zhentong Gao method along with its practical applications.
