A Unified Statistical Methodology for Modeling Fatigue Damage - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook A Unified Statistical Methodology for Modeling Fatigue Damage write by Enrique Castillo. This book was released on 2009-02-27. A Unified Statistical Methodology for Modeling Fatigue Damage available in PDF, EPUB and Kindle. This book is an attempt to provide a uni?ed methodology to derive models for fatigue life. This includes S-N, ?-N and crack propagation models. This is not a conventional book aimed at describing the fatigue fundamentals, but rather a book in which the basic models of the three main fatigue approaches, the stress-based, the strain-based and the fracture mechanics approaches, are contemplated from a novel and integrated point of view. On the other hand, as an alternative to the preferential attention paid to deterministic models based on the physical, phenomenological and empirical description of fatigue, their probabilistic nature is emphasized in this book, in which stochastic fatigue and crack growth models are presented. This book is the result of a long period of close collaborationbetween its two authors who, although of di?erent backgrounds, mathematical and mechanical, both have a strong sense of engineering with respect to the fatigue problem. When the authors of this book ?rst approached the fatigue ?eld in 1982 (twenty six years ago), they found the following scenario: 1. Linear, bilinear or trilinear models were frequently proposed by relevant laboratoriesandacademiccenterstoreproducetheW ̈ ohler?eld. Thiswas the case of well known institutions, which justi?ed these models based on clientrequirementsorpreferences. Thisledtotheinclusionofsuchmodels and methods as, for example, the up-and-down, in standards and o?cial practical directives (ASTM, Euronorm, etc.), which have proved to be unfortunate.
Reliability and Statistical Computing
Reliability and Statistical Computing - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Reliability and Statistical Computing write by Hoang Pham. This book was released on 2020-03-28. Reliability and Statistical Computing available in PDF, EPUB and Kindle. This book presents the latest developments in both qualitative and quantitative computational methods for reliability and statistics, as well as their applications. Consisting of contributions from active researchers and experienced practitioners in the field, it fills the gap between theory and practice and explores new research challenges in reliability and statistical computing. The book consists of 18 chapters. It covers (1) modeling in and methods for reliability computing, with chapters dedicated to predicted reliability modeling, optimal maintenance models, and mechanical reliability and safety analysis; (2) statistical computing methods, including machine learning techniques and deep learning approaches for sentiment analysis and recommendation systems; and (3) applications and case studies, such as modeling innovation paths of European firms, aircraft components, bus safety analysis, performance prediction in textile finishing processes, and movie recommendation systems. Given its scope, the book will appeal to postgraduates, researchers, professors, scientists, and practitioners in a range of fields, including reliability engineering and management, maintenance engineering, quality management, statistics, computer science and engineering, mechanical engineering, business analytics, and data science.
Fatigue and Fracture of Materials and Structures
Fatigue and Fracture of Materials and Structures - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Fatigue and Fracture of Materials and Structures write by Grzegorz Lesiuk. This book was released on 2022-05-09. Fatigue and Fracture of Materials and Structures available in PDF, EPUB and Kindle. This book presents selected contributions from ICMFM XX and the Polish National Conference—KKMP. The XX International Colloquium on Mechanical Fatigue of Metals (ICMFM XX) was organized on 15–17 September 2021, in the Faculty of Mechanical Engineering of the Wroclaw University of Science and Technology, in Wrocław City, Poland, in a remote form. Its aim was to facilitate and encourage the exchange of knowledge and experiences among the different communities involved in both basic and applied research in the field of fatigue of metals, looking at the problem of fatigue from a multiscale perspective, and exploring analytical and numerical simulative approaches, without losing the perspectives of the application. The Polish National Conference—KKMP 2021—was organized remotely with 50–80 prominent international participants from the fracture mechanics community.
Machine Learning Algorithm for Fatigue Fields in Additive Manufacturing
Machine Learning Algorithm for Fatigue Fields in Additive Manufacturing - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Machine Learning Algorithm for Fatigue Fields in Additive Manufacturing write by Mustafa Mamduh Mustafa Awd. This book was released on 2023-01-01. Machine Learning Algorithm for Fatigue Fields in Additive Manufacturing available in PDF, EPUB and Kindle. Fatigue failure of structures used in transportation, industry, medical equipment, and electronic components needs to build a link between cutting-edge experimental characterization and probabilistically grounded numerical and artificially intelligent tools. The physics involved in this process chain is computationally prohibitive to comprehend using traditional computation methods. Using machine learning and Bayesian statistics, a defect-correlated estimate of fatigue strength was developed. Fatigue, which is a random variable, is studied in a Bayesian-based machine learning algorithm. The stress-life model was used based on the compatibility condition of life and load distributions. The defect-correlated assessment of fatigue strength was established using the proposed machine learning and Bayesian statistics algorithms. It enabled the mapping of structural and process-induced fatigue characteristics into a geometry-independent load density chart across a wide range of fatigue regimes.
Frattura ed Integrità Strutturale: Annals 2014
Frattura ed Integrità Strutturale: Annals 2014 - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Frattura ed Integrità Strutturale: Annals 2014 write by Luca Susmel. This book was released on 2014-09-12. Frattura ed Integrità Strutturale: Annals 2014 available in PDF, EPUB and Kindle.
