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Uncertainty, Modeling, and Decision Making in Geotechnics

Kok-Kwang Phoon,Takayuki Shuku,Jianye Ching

Author : Kok-Kwang Phoon,Takayuki Shuku,Jianye Ching
Publisher : CRC Press
Page : 521 pages
File Size : 45,9 Mb
Release : 2023-12-11
Category : Technology & Engineering
ISBN : 9781003801252

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Uncertainty, Modeling, and Decision Making in Geotechnics by Kok-Kwang Phoon,Takayuki Shuku,Jianye Ching Pdf

Uncertainty, Modeling, and Decision Making in Geotechnics shows how uncertainty quantification and numerical modeling can complement each other to enhance decision-making in geotechnical practice, filling a critical gap in guiding practitioners to address uncertainties directly. The book helps practitioners acquire a working knowledge of geotechnical risk and reliability methods and guides them to use these methods wisely in conjunction with data and numerical modeling. In particular, it provides guidance on the selection of realistic statistics and a cost-effective, accessible method to address different design objectives, and for different problem settings, and illustrates the value of this to decision-making using realistic examples. Bringing together statistical characterization, reliability analysis, reliability-based design, probabilistic inverse analysis, and physical insights drawn from case studies, this reference guide from an international team of experts offers an excellent resource for state-of-the-practice uncertainty-informed geotechnical design for specialist practitioners and the research community.

Uncertainty, Modelling, and Decision Making in Geotechnics

Kok-Kwang Phoon,Takayuki Shuku,Jianye Ching

Author : Kok-Kwang Phoon,Takayuki Shuku,Jianye Ching
Publisher : Unknown
Page : 0 pages
File Size : 42,7 Mb
Release : 2024
Category : Geotechnical engineering
ISBN : 1032367504

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Uncertainty, Modelling, and Decision Making in Geotechnics by Kok-Kwang Phoon,Takayuki Shuku,Jianye Ching Pdf

"This book shows how uncertainty quantification and numerical modeling can complement each other to enhance decision making in geotechnical practice, filling a critical gap in guiding practitioners to address uncertainties directly. It helps practitioners acquire a working knowledge of geotechnical risk and reliability methods and guides them to use these methods wisely in conjunction with data and numerical modeling. Bringing together statistical characterization, reliability analysis, reliability-based design, probabilistic inverse analysis, and physical insights drawn from case studies, this reference guide from an international team of experts offers an excellent resource for state-of-the-practice uncertainty-informed geotechnical design for specialist practitioners and the research community"--

Uncertainty, Modeling, and Decision Making in Geotechnics

Kok-Kwang Phoon

Author : Kok-Kwang Phoon
Publisher : Unknown
Page : 0 pages
File Size : 52,5 Mb
Release : 2023
Category : Electronic books
ISBN : 1003802656

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Uncertainty, Modeling, and Decision Making in Geotechnics by Kok-Kwang Phoon Pdf

Uncertainty, Modeling, and Decision Making in Geotechnics shows how uncertainty quantification and numerical modeling can complement each other to enhance decision-making in geotechnical practice, filling a critical gap in guiding practitioners to address uncertainties directly. The book helps practitioners acquire a working knowledge of geotechnical risk and reliability methods and guides them to use these methods wisely in conjunction with data and numerical modeling. In particular, it provides guidance on the selection of realistic statistics and a cost-effective, accessible method to address different design objectives, and for different problem settings, and illustrates the value of this to decision-making using realistic examples. Bringing together statistical characterization, reliability analysis, reliability-based design, probabilistic inverse analysis, and physical insights drawn from case studies, this reference guide from an international team of experts offers an excellent resource for state-of-the-practice uncertainty-informed geotechnical design for specialist practitioners and the research community.

Uncertainty Modeling and Analysis in Civil Engineering

Bilal M. Ayyub

Author : Bilal M. Ayyub
Publisher : CRC Press
Page : 534 pages
File Size : 54,7 Mb
Release : 1997-12-29
Category : Technology & Engineering
ISBN : 0849331080

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Uncertainty Modeling and Analysis in Civil Engineering by Bilal M. Ayyub Pdf

With the expansion of new technologies, materials, and the design of complex systems, the expectations of society upon engineers are becoming larger than ever. Engineers make critical decisions with potentially high adverse consequences. The current political, societal, and financial climate requires engineers to formally consider the factors of uncertainty (e.g., floods, earthquakes, winds, environmental risks) in their decisions at all levels. Uncertainty Modeling and Analysis in Civil Engineering provides a thorough report on the immediate state of uncertainty modeling and analytical methods for civil engineering systems, presenting a toolbox for solving problems in real-world situations. Topics include Neural networks Genetic algorithms Numerical modeling Fuzzy sets and operations Reliability and risk analysis Systems control Uncertainty in probability estimates This compendium is a considerable reference for civil engineers as well as for engineers in other disciplines, computer scientists, general scientists, and students.

Analyzing Uncertainty in Civil Engineering

Wolfgang Fellin,Heimo Lessmann,Michael Oberguggenberger,Robert Vieider

Author : Wolfgang Fellin,Heimo Lessmann,Michael Oberguggenberger,Robert Vieider
Publisher : Springer Science & Business Media
Page : 244 pages
File Size : 48,9 Mb
Release : 2005-12-19
Category : Technology & Engineering
ISBN : 9783540268475

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Analyzing Uncertainty in Civil Engineering by Wolfgang Fellin,Heimo Lessmann,Michael Oberguggenberger,Robert Vieider Pdf

This volume addresses the issue of uncertainty in civil engineering from design to construction. Failures do occur in practice. Attributing them to a residual system risk or a faulty execution of the project does not properly cover the range of causes. A closer scrutiny of the adopted design, the engineering model, the data, the soil-construction-interaction and the model assumptions is required. Usually, the uncertainties in initial and boundary conditions are abundant. Current engineering practice often leaves these issues aside, despite the fact that new scientific tools have been developed in the past decades that allow a rational description of uncertainties of all kinds, from model uncertainty to data uncertainty. It is the aim of this volume to have a critical look at current engineering risk concepts in order to raise awareness of uncertainty in numerical computations, shortcomings of a strictly probabilistic safety concept, geotechnical models of failure mechanisms and their implications for construction management, execution, and the juristic question of responsibility. In addition, a number of the new procedures for modelling uncertainty are explained. The book is a result of a collaborate effort of mathematicians, engineers and construction managers who met regularly in a post graduate seminar at the University of Innsbruck during the past years.

Model Uncertainties in Foundation Design

Chong Tang,Kok-Kwang Phoon

Author : Chong Tang,Kok-Kwang Phoon
Publisher : CRC Press
Page : 589 pages
File Size : 46,6 Mb
Release : 2021-03-16
Category : Technology & Engineering
ISBN : 9780429658396

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Model Uncertainties in Foundation Design by Chong Tang,Kok-Kwang Phoon Pdf

Model Uncertainties in Foundation Design is unique in the compilation of the largest and the most diverse load test databases to date, covering many foundation types (shallow foundations, spudcans, driven piles, drilled shafts, rock sockets and helical piles) and a wide range of ground conditions (soil to soft rock). All databases with names prefixed by NUS are available upon request. This book presents a comprehensive evaluation of the model factor mean (bias) and coefficient of variation (COV) for ultimate and serviceability limit state based on these databases. These statistics can be used directly for AASHTO LRFD calibration. Besides load test databases, performance databases for other geo-structures and their model factor statistics are provided. Based on this extensive literature survey, a practical three-tier scheme for classifying the model uncertainty of geo-structures according to the model factor mean and COV is proposed. This empirically grounded scheme can underpin the calibration of resistance factors as a function of the degree of understanding – a concept already adopted in the Canadian Highway Bridge Design Code and being considered for the new draft for Eurocode 7 Part 1 (EN 1997-1:202x). The helical pile research in Chapter 7 was recognised by the 2020 ASCE Norman Medal.

Reliability and Statistics in Geotechnical Engineering

Gregory B. Baecher,John T. Christian

Author : Gregory B. Baecher,John T. Christian
Publisher : John Wiley & Sons
Page : 618 pages
File Size : 43,9 Mb
Release : 2005-08-19
Category : Technology & Engineering
ISBN : 9780470871256

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Reliability and Statistics in Geotechnical Engineering by Gregory B. Baecher,John T. Christian Pdf

Risk and reliability analysis is an area of growing importance in geotechnical engineering, where many variables have to be considered. Statistics, reliability modeling and engineering judgement are employed together to develop risk and decision analyses for civil engineering systems. The resulting engineering models are used to make probabilistic predictions, which are applied to geotechnical problems. Reliability & Statistics in Geotechnical Engineering comprehensively covers the subject of risk and reliability in both practical and research terms * Includes extensive use of case studies * Presents topics not covered elsewhere--spatial variability and stochastic properties of geological materials * No comparable texts available Practicing engineers will find this an essential resource as will graduates in geotechnical engineering programmes.

Geotechnical Modelling

David Muir Wood

Author : David Muir Wood
Publisher : CRC Press
Page : 499 pages
File Size : 41,5 Mb
Release : 2017-12-21
Category : Science
ISBN : 9781482288315

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Geotechnical Modelling by David Muir Wood Pdf

Modelling forms an implicit part of all engineering design but many engineers engage in modelling without consciously considering the nature, validity and consequences of the supporting assumptions. Derived from courses given to postgraduate and final year undergraduate MEng students, this book presents some of the models that form a part of the typical undergraduate geotechnical curriculum and describes some of the aspects of soil behaviour which contribute to the challenge of geotechnical modelling. Assuming a familiarity with basic soil mechanics and traditional methods of geotechnical design, this book is a valuable tool for students of geotechnical and structural and civil engineering as well as also being useful to practising engineers involved in the specification of numerical or physical geotechnical modelling.

Advances in Offshore Geotechnics

Sumanta Haldar,Shantanu Patra,Ravindra K. Ghanekar

Author : Sumanta Haldar,Shantanu Patra,Ravindra K. Ghanekar
Publisher : Springer Nature
Page : 432 pages
File Size : 49,7 Mb
Release : 2020-09-03
Category : Technology & Engineering
ISBN : 9789811568329

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Advances in Offshore Geotechnics by Sumanta Haldar,Shantanu Patra,Ravindra K. Ghanekar Pdf

This book comprises select proceedings of the First Indian Symposium on Offshore Geotechnics. It addresses state of the art and emerging challenges in offshore design and construction. The theme papers from leading academicians and practitioners provide a comprehensive overview of the broad topics encompassing various challenges in offshore geotechnical engineering. It covers various aspects pertaining to offshore geotechnics, such as offshore site investigation, soil characterization, geotechnics related to offshore renewable energy converters, offshore foundations and anchoring systems, pipelines, and deep sea explorations. This volume provides a comprehensive reference for professionals and researchers in offshore, civil and maritime engineering and for soil mechanics specialists.

Modeling in Geotechnical Engineering

Pijush Samui,Sunita Kumari,Vladimir Makarov,Pradeep Kurup

Author : Pijush Samui,Sunita Kumari,Vladimir Makarov,Pradeep Kurup
Publisher : Academic Press
Page : 516 pages
File Size : 52,8 Mb
Release : 2020-12-23
Category : Technology & Engineering
ISBN : 9780128212059

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Modeling in Geotechnical Engineering by Pijush Samui,Sunita Kumari,Vladimir Makarov,Pradeep Kurup Pdf

Modeling in Geotechnical Engineering is a one stop reference for a range of computational models, the theory explaining how they work, and case studies describing how to apply them. Drawing on the expertise of contributors from a range of disciplines including geomechanics, optimization, and computational engineering, this book provides an interdisciplinary guide to this subject which is suitable for readers from a range of backgrounds. Before tackling the computational approaches, a theoretical understanding of the physical systems is provided that helps readers to fully grasp the significance of the numerical methods. The various models are presented in detail, and advice is provided on how to select the correct model for your application. Provides detailed descriptions of different computational modelling methods for geotechnical applications, including the finite element method, the finite difference method, and the boundary element method Gives readers the latest advice on the use of big data analytics and artificial intelligence in geotechnical engineering Includes case studies to help readers apply the methods described in their own work

Probabilistic Methods in Geotechnical Engineering

D. V. Griffiths,G. A. Fenton

Author : D. V. Griffiths,G. A. Fenton
Publisher : Springer Science & Business Media
Page : 346 pages
File Size : 43,6 Mb
Release : 2007-12-14
Category : Science
ISBN : 9783211733660

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Probabilistic Methods in Geotechnical Engineering by D. V. Griffiths,G. A. Fenton Pdf

Learn to use probabilistic techniques to solve problems in geotechnical engineering. The book reviews the statistical theories needed to develop the methodologies and interpret the results. Next, the authors explore probabilistic methods of analysis, such as the first order second moment method, the point estimate method, and random set theory. Examples and case histories guide you step by step in applying the techniques to particular problems.

Risk and Reliability in Geotechnical Engineering

Kok-Kwang Phoon,Jianye Ching

Author : Kok-Kwang Phoon,Jianye Ching
Publisher : CRC Press
Page : 624 pages
File Size : 42,8 Mb
Release : 2018-10-09
Category : Technology & Engineering
ISBN : 9781482227222

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Risk and Reliability in Geotechnical Engineering by Kok-Kwang Phoon,Jianye Ching Pdf

Establishes Geotechnical Reliability as Fundamentally Distinct from Structural Reliability Reliability-based design is relatively well established in structural design. Its use is less mature in geotechnical design, but there is a steady progression towards reliability-based design as seen in the inclusion of a new Annex D on "Reliability of Geotechnical Structures" in the third edition of ISO 2394. Reliability-based design can be viewed as a simplified form of risk-based design where different consequences of failure are implicitly covered by the adoption of different target reliability indices. Explicit risk management methodologies are required for large geotechnical systems where soil and loading conditions are too varied to be conveniently slotted into a few reliability classes (typically three) and an associated simple discrete tier of target reliability indices. Provides Realistic Practical Guidance Risk and Reliability in Geotechnical Engineering makes these reliability and risk methodologies more accessible to practitioners and researchers by presenting soil statistics which are necessary inputs, by explaining how calculations can be carried out using simple tools, and by presenting illustrative or actual examples showcasing the benefits and limitations of these methodologies. With contributions from a broad international group of authors, this text: Presents probabilistic models suited for soil parameters Provides easy-to-use Excel-based methods for reliability analysis Connects reliability analysis to design codes (including LRFD and Eurocode 7) Maximizes value of information using Bayesian updating Contains efficient reliability analysis methods Accessible To a Wide Audience Risk and Reliability in Geotechnical Engineering presents all the "need-to-know" information for a non-specialist to calculate and interpret the reliability index and risk of geotechnical structures in a realistic and robust way. It suits engineers, researchers, and students who are interested in the practical outcomes of reliability and risk analyses without going into the intricacies of the underlying mathematical theories.

Vulnerability, Uncertainty, and Risk: Quantification, Mitigation, and Management

Jim W. Hall,Michael Beer,Siu-Kui Au

Author : Jim W. Hall,Michael Beer,Siu-Kui Au
Publisher : Unknown
Page : 0 pages
File Size : 42,8 Mb
Release : 2024-06-14
Category : Electronic
ISBN : 0784413606

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Vulnerability, Uncertainty, and Risk: Quantification, Mitigation, and Management by Jim W. Hall,Michael Beer,Siu-Kui Au Pdf

Proceedings of the Second International Conference on Vulnerability and Risk Analysis and Management (ICVRAM) and the Sixth International Symposium on Uncertainty Modeling and Analysis (ISUMA), held in Liverpool, UK, July 13-16, 2014. Sponsored by the Institute for Risk and Uncertainty and the Virtual Engineering Centre of the University of Liverpool, the Environmental Change Institute of the University of Oxford, and the Council on Disaster Risk Management of ASCE. Vulnerability, Uncertainty, and Risk: Quantification, Mitigation, and Management, CDRM 9, contains 290 peer-reviewed papers that build upon recent significant advances in the quantification, mitigation, and management of risk and uncertainty. These papers focus on decision making and multi-disciplinary developments to address the demands and challenges evolving from the rapidly growing complexity of real-world problems. Topics include: risk assessment and management of critical infrastructure projects; performance-based and reliability-based structural optimization under uncertainty; verified and stochastic approaches to modeling and simulation under uncertainty; risk management for floods, tsunamis, earthquakes, and other natural hazards; risk and uncertainty modeling in transportation and logistics; and geotechnical risk, uncertainty, and decision making. These papers will be valuable to experts, decision-makers, and others involved in assessing, planning responses to, and managing vulnerability and risk.

Physical Modelling in Geotechnics, Two Volume Set

Sarah Springman,Jan Laue,Linda Seward

Author : Sarah Springman,Jan Laue,Linda Seward
Publisher : CRC Press
Page : 1530 pages
File Size : 55,9 Mb
Release : 2010-06-17
Category : Technology & Engineering
ISBN : 9780415592888

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Physical Modelling in Geotechnics, Two Volume Set by Sarah Springman,Jan Laue,Linda Seward Pdf

This book results from the 7th ICPMG meeting in Zurich 2010 and covers a broad range of aspects of physical modelling in geotechnics, linking across to other modelling techniques to consider the entire spectrum required in providing innovative geotechnical engineering solutions. Topics presented at the conference: Soil – Structure – Interaction; Natural Hazards; Earthquake Engineering: Soft Soil Engineering; New Geotechnical Physical; Modelling Facilities; Advanced Experimental Techniques; Comparisons between Physical and Numerical Modelling Specific Topics: Offshore Engineering; Ground Improvement and Foundations; Tunnelling, Excavations and Retaining Structures; Dams and slopes; Process Modelling; Goenvironmental Modelling; Education

Modeling in Geotechnical Engineering

Pijush Samui,Sunita Kumari,Vladimir Makarov,Pradeep Kurup

Author : Pijush Samui,Sunita Kumari,Vladimir Makarov,Pradeep Kurup
Publisher : Academic Press
Page : 518 pages
File Size : 53,9 Mb
Release : 2020-12-01
Category : Technology & Engineering
ISBN : 9780128218525

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Modeling in Geotechnical Engineering by Pijush Samui,Sunita Kumari,Vladimir Makarov,Pradeep Kurup Pdf

Modeling in Geotechnical Engineering is a one stop reference for a range of computational models, the theory explaining how they work, and case studies describing how to apply them. Drawing on the expertise of contributors from a range of disciplines including geomechanics, optimization, and computational engineering, this book provides an interdisciplinary guide to this subject which is suitable for readers from a range of backgrounds. Before tackling the computational approaches, a theoretical understanding of the physical systems is provided that helps readers to fully grasp the significance of the numerical methods. The various models are presented in detail, and advice is provided on how to select the correct model for your application. Provides detailed descriptions of different computational modelling methods for geotechnical applications, including the finite element method, the finite difference method, and the boundary element method Gives readers the latest advice on the use of big data analytics and artificial intelligence in geotechnical engineering Includes case studies to help readers apply the methods described in their own work

Uncertainty Modeling And Decision Making In Geotechnics

Uncertainty, Modeling, and Decision Making in Geotechnics by Kok-Kwang Phoon,Takayuki Shuku,Jianye Ching Pdf

Uncertainty, Modelling, and Decision Making in Geotechnics by Kok-Kwang Phoon,Takayuki Shuku,Jianye Ching Pdf

Uncertainty, Modeling, and Decision Making in Geotechnics by Kok-Kwang Phoon Pdf

Uncertainty Modeling and Analysis in Civil Engineering by Bilal M. Ayyub Pdf

Analyzing Uncertainty in Civil Engineering by Wolfgang Fellin,Heimo Lessmann,Michael Oberguggenberger,Robert Vieider Pdf

Model Uncertainties in Foundation Design by Chong Tang,Kok-Kwang Phoon Pdf

Reliability and Statistics in Geotechnical Engineering by Gregory B. Baecher,John T. Christian Pdf

Geotechnical Modelling by David Muir Wood Pdf

Advances in Offshore Geotechnics by Sumanta Haldar,Shantanu Patra,Ravindra K. Ghanekar Pdf

Modeling in Geotechnical Engineering by Pijush Samui,Sunita Kumari,Vladimir Makarov,Pradeep Kurup Pdf

Probabilistic Methods in Geotechnical Engineering by D. V. Griffiths,G. A. Fenton Pdf

Risk and Reliability in Geotechnical Engineering by Kok-Kwang Phoon,Jianye Ching Pdf

Vulnerability, Uncertainty, and Risk: Quantification, Mitigation, and Management by Jim W. Hall,Michael Beer,Siu-Kui Au Pdf

Physical Modelling in Geotechnics, Two Volume Set by Sarah Springman,Jan Laue,Linda Seward Pdf

Modeling in Geotechnical Engineering by Pijush Samui,Sunita Kumari,Vladimir Makarov,Pradeep Kurup Pdf

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