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Intelligent Fatigue Statistics

Autor Zhentong Gao, Jiajin Xu
en Limba Engleză Paperback – 20 iul 2026
This book introduces the principles and theories of fatigue statistics and presents the Zhentong Gao method along with its practical applications.
Fatigue in metal components is a complex phenomenon and an important issue because the fatigue life of key components often determines the overall lifespan of the aircraft. The book provides an overview and analysis of existing fatigue life calculation and estimation methods, including probability statistical methods such as using Gaussian distribution, logarithmic Gaussian distribution, and Weibull distribution to fit actual data. However, the authors argue that these methods have limitations in terms of reliability and applicability. They point out that the location parameter of the Weibull distribution represents a safe life with 100% reliability. Based on these methods, the book proposes the intelligent Zhentong Gao method, which differs from traditional approaches and effectively addresses and solves the problem of estimating the three parameters of Weibull distribution.
This title will serve as a valuable reference for researchers, senior undergraduate and graduate students, and engineers in the fields of aerospace, automotive, mechanical, civil engineering, etc.
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Specificații

ISBN-13: 9781032785592
ISBN-10: 1032785594
Pagini: 258
Ilustrații: 120
Dimensiuni: 156 x 234 mm
Ediția:1
Editura: CRC Press
Colecția CRC Press

Public țintă

Academic, Postgraduate, Professional Reference, and Undergraduate Advanced

Cuprins

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

Notă biografică

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.

Recenzii

"This book is highly relevant for engineers, researchers, and even students in aviation and automotive fields, as well as in mathematics and statistics, as it provides a solid foundation in probability theory and statistics, which are essential for fatigue analysis. The use of computer technology, such as Excel and Python, also gives readers practical tools to apply theory in real-world practice." - Zulfaidil and Shelma Maharani PeluTechonometrics.

Descriere

This book introduces the principles and theories of fatigue statistics and presents the Zhentong Gao method along with its practical applications.