Limit search to available items
Book Cover
E-book

Title Probabilistic methods in geotechnical engineering / edited by D.V. Griffiths, Gordon A. Fenton
Published Wien ; New York : Springer Verlag, ©2007

Copies

Description 1 online resource (346 pages) : illustrations
Series Courses and lectures ; no. 491
Courses and lectures ; no. 491
Contents Review of Probability Theory, Random Variables, and Random Fields -- Tools and Strategies for Dealing with Uncertainty in Geotechnics -- Basic Concepts and Applications of Point Estimate Methods in Geotechnical Engineering -- Basic Concepts and Applications of Random Sets in Geotechnical Engineering -- On Some Aspects of Reliability Computations in Bearing Capacity of Shallow Foundations -- Application of the response surface method -- Reliability of Laterally Loaded Rigid Piles -- Case history: Pile Foundations of a Large Gantry Crane -- Random Field Generation and the Local Average Subdivision Method -- The Random Finite Element Method (RFEM) in Steady Seepage Analysis -- The Random Finite Element Method (RFEM) in Settlement Analyses -- The Random Finite Element Method (RFEM) in Mine Pillar Stability Analysis -- The Random Finite Element Method (RFEM) in Bearing Capacity Analyses -- The Random Finite Element Method (RFEM) in Slope Stability Analysis
Summary Soils and rocks are among the most variable of all engineering materials, and as such are highly amenable to a probabilistic treatment. The application of statistical and probabilistic concepts to geotechnical analysis is a rapidly growing area of interest for both academics and practitioners. The book is therefore aimed at students, researchers, and practitioners of geotechnical engineering who wish to keep abreast of developments in this evolving field of study. The course content and will assume no more that an introductory understanding of probability and statistics on the part of the course participants. The main objective is to present a state-of-the-art training on probabilistic techniques applied to geotechnical engineering in relation to both theory and practice. Including: (a) discussion of potential benefits of probabilistic approaches as opposed to the classical "Factor of Safety" methods, to review sources of uncertainty in geotechnical analysis and to introduce methods of LRFD and reliability concepts in Eurocode 7, (b) review of relevant statistical theories needed to develop the methodologies and interpret the results of probabilistic analysis, (c) examples of established probabilistic methods of analysis in geotechnical engineering, such as the First Order Second Moment (FOSM) method, the Point Estimate Method (PEM), the First and Second Order Reliability Methods (FORM SORM) and Random Set (RS) theory, (d) description of numerical methods of probabilistic analysis based on the finite element method, such as the Stochastic Finite Element Method (SFEM) and recent developments on the Random Finite Element Method (RFEM), (e) practical examples and case histories of probabilistic applications in geotechnical engineering
Analysis civiele techniek
civil engineering
engineering
stochastische processen
stochastic processes
aardwetenschappen
earth sciences
waarschijnlijkheidstheorie
probability theory
Geology (General)
Geologie (algemeen)
Notes At head of title: International Centre for Mechanical Sciences
Bibliography Includes bibliographical references
Notes Print version record
In Springer eBooks
Subject Soil mechanics -- Statistical methods -- Congresses
Probabilities -- Congresses
Distribution (Probability theory)
distribution (statistics-related concept)
Probabilities.
Soil mechanics -- Statistical methods.
Environnement.
Sciences de la terre.
Probabilities
Soil mechanics -- Statistical methods
Genre/Form proceedings (reports)
Conference papers and proceedings
Conference papers and proceedings.
Actes de congrès.
Form Electronic book
Author Griffiths, D. V
Fenton, Gordon A
International Centre for Mechanical Sciences.
ISBN 9783211733660
3211733663
9783211733653
3211733655