Intelligent Fatigue Statistics

Zhentong Gao, Jiajin Xu

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Hardback

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English

CRC Press
12 July 2024

Risk assessment; Mechanical engineering

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.

By: Zhentong Gao, Jiajin Xu
Imprint: CRC Press
Country of Publication: United Kingdom
Dimensions: Height: 234mm, Width: 156mm,
Weight: 453g
ISBN: 9781032773094
ISBN 10: 103277309X
Pages: 240
Publication Date: 12 July 2024
Audience: College/higher education , Professional and scholarly , Primary , Undergraduate
Format: Hardback
Publisher's Status: Active

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.

Reviews for Intelligent Fatigue Statistics

""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 Pelu, Techonometrics.