Uncertainty Modeling And Decision Making In Geotechnics

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Uncertainty, Modeling, and Decision Making in Geotechnics

Author : Kok-Kwang Phoon
Publisher : CRC Press
ISBN 13 : 1003801250
Total Pages : 521 pages
Book Rating : 4.0/5 (38 download)

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Book Synopsis Uncertainty, Modeling, and Decision Making in Geotechnics by : Kok-Kwang Phoon

Download or read book Uncertainty, Modeling, and Decision Making in Geotechnics written by Kok-Kwang Phoon and published by CRC Press. This book was released on 2023-12-11 with total page 521 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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

Author : Kok-Kwang Phoon
Publisher :
ISBN 13 : 9781032367507
Total Pages : 0 pages
Book Rating : 4.3/5 (675 download)

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Book Synopsis Uncertainty, Modelling, and Decision Making in Geotechnics by : Kok-Kwang Phoon

Download or read book Uncertainty, Modelling, and Decision Making in Geotechnics written by Kok-Kwang Phoon and published by . This book was released on 2024 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: "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

Author : Kok-Kwang Phoon
Publisher :
ISBN 13 : 9781003802655
Total Pages : 0 pages
Book Rating : 4.8/5 (26 download)

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Book Synopsis Uncertainty, Modeling, and Decision Making in Geotechnics by : Kok-Kwang Phoon

Download or read book Uncertainty, Modeling, and Decision Making in Geotechnics written by Kok-Kwang Phoon and published by . This book was released on 2023 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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

Author : Bilal M. Ayyub
Publisher : CRC Press
ISBN 13 : 9780849331084
Total Pages : 534 pages
Book Rating : 4.3/5 (31 download)

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Book Synopsis Uncertainty Modeling and Analysis in Civil Engineering by : Bilal M. Ayyub

Download or read book Uncertainty Modeling and Analysis in Civil Engineering written by Bilal M. Ayyub and published by CRC Press. This book was released on 1997-12-29 with total page 534 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Model Uncertainties in Foundation Design

Author : Chong Tang
Publisher : CRC Press
ISBN 13 : 0429655959
Total Pages : 497 pages
Book Rating : 4.4/5 (296 download)

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Book Synopsis Model Uncertainties in Foundation Design by : Chong Tang

Download or read book Model Uncertainties in Foundation Design written by Chong Tang and published by CRC Press. This book was released on 2021-03-17 with total page 497 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Analyzing Uncertainty in Civil Engineering

Author : Wolfgang Fellin
Publisher : Springer Science & Business Media
ISBN 13 : 3540268472
Total Pages : 244 pages
Book Rating : 4.5/5 (42 download)

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Book Synopsis Analyzing Uncertainty in Civil Engineering by : Wolfgang Fellin

Download or read book Analyzing Uncertainty in Civil Engineering written by Wolfgang Fellin and published by Springer Science & Business Media. This book was released on 2005-12-19 with total page 244 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Reliability and Statistics in Geotechnical Engineering

Author : Gregory B. Baecher
Publisher : John Wiley & Sons
ISBN 13 : 0470871253
Total Pages : 618 pages
Book Rating : 4.4/5 (78 download)

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Book Synopsis Reliability and Statistics in Geotechnical Engineering by : Gregory B. Baecher

Download or read book Reliability and Statistics in Geotechnical Engineering written by Gregory B. Baecher and published by John Wiley & Sons. This book was released on 2005-08-19 with total page 618 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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

Author : David Muir Wood
Publisher : CRC Press
ISBN 13 : 1351990047
Total Pages : 504 pages
Book Rating : 4.3/5 (519 download)

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Book Synopsis Geotechnical Modelling by : David Muir Wood

Download or read book Geotechnical Modelling written by David Muir Wood and published by CRC Press. This book was released on 2017-12-21 with total page 504 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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

Author : Sumanta Haldar
Publisher : Springer Nature
ISBN 13 : 9811568324
Total Pages : 432 pages
Book Rating : 4.8/5 (115 download)

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Book Synopsis Advances in Offshore Geotechnics by : Sumanta Haldar

Download or read book Advances in Offshore Geotechnics written by Sumanta Haldar and published by Springer Nature. This book was released on 2020-09-03 with total page 432 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Probabilistic Methods in Geotechnical Engineering

Author : D. V. Griffiths
Publisher : Springer Science & Business Media
ISBN 13 : 3211733663
Total Pages : 346 pages
Book Rating : 4.2/5 (117 download)

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Book Synopsis Probabilistic Methods in Geotechnical Engineering by : D. V. Griffiths

Download or read book Probabilistic Methods in Geotechnical Engineering written by D. V. Griffiths and published by Springer Science & Business Media. This book was released on 2007-12-14 with total page 346 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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

Author : Kok-Kwang Phoon
Publisher : CRC Press
ISBN 13 : 1482227223
Total Pages : 624 pages
Book Rating : 4.4/5 (822 download)

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Book Synopsis Risk and Reliability in Geotechnical Engineering by : Kok-Kwang Phoon

Download or read book Risk and Reliability in Geotechnical Engineering written by Kok-Kwang Phoon and published by CRC Press. This book was released on 2018-10-09 with total page 624 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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

Author : Jim W. Hall
Publisher :
ISBN 13 : 9780784413609
Total Pages : 0 pages
Book Rating : 4.4/5 (136 download)

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Book Synopsis Vulnerability, Uncertainty, and Risk: Quantification, Mitigation, and Management by : Jim W. Hall

Download or read book Vulnerability, Uncertainty, and Risk: Quantification, Mitigation, and Management written by Jim W. Hall and published by . This book was released on with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Modeling in Geotechnical Engineering

Author : Pijush Samui
Publisher : Academic Press
ISBN 13 : 0128218525
Total Pages : 518 pages
Book Rating : 4.1/5 (282 download)

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Book Synopsis Modeling in Geotechnical Engineering by : Pijush Samui

Download or read book Modeling in Geotechnical Engineering written by Pijush Samui and published by Academic Press. This book was released on 2020-12-01 with total page 518 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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

Physical Modelling in Geotechnics, Two Volume Set

Author : Sarah Springman
Publisher : CRC Press
ISBN 13 : 0415592887
Total Pages : 1530 pages
Book Rating : 4.4/5 (155 download)

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Book Synopsis Physical Modelling in Geotechnics, Two Volume Set by : Sarah Springman

Download or read book Physical Modelling in Geotechnics, Two Volume Set written by Sarah Springman and published by CRC Press. This book was released on 2010-06-17 with total page 1530 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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

Advances in Modeling, Assessment, and Prevention of Geotechnical and Geological Disasters

Author : Xiaodong Fu
Publisher : Frontiers Media SA
ISBN 13 : 2832502938
Total Pages : 539 pages
Book Rating : 4.8/5 (325 download)

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Book Synopsis Advances in Modeling, Assessment, and Prevention of Geotechnical and Geological Disasters by : Xiaodong Fu

Download or read book Advances in Modeling, Assessment, and Prevention of Geotechnical and Geological Disasters written by Xiaodong Fu and published by Frontiers Media SA. This book was released on 2022-10-19 with total page 539 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Geotechnical Measurements and Modelling

Author : O. Natau
Publisher : CRC Press
ISBN 13 : 9789058096036
Total Pages : 522 pages
Book Rating : 4.0/5 (96 download)

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Book Synopsis Geotechnical Measurements and Modelling by : O. Natau

Download or read book Geotechnical Measurements and Modelling written by O. Natau and published by CRC Press. This book was released on 2003-01-01 with total page 522 pages. Available in PDF, EPUB and Kindle. Book excerpt: The aim of the symposium was to provide a plenum for the exchange of ideas and experience of the key approaches, modelling and measurement for geotechnical engineering.

Geomechanical Modelling in Engineering Practice

Author : R. Dungar
Publisher : Routledge
ISBN 13 : 1351445480
Total Pages : 409 pages
Book Rating : 4.3/5 (514 download)

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Book Synopsis Geomechanical Modelling in Engineering Practice by : R. Dungar

Download or read book Geomechanical Modelling in Engineering Practice written by R. Dungar and published by Routledge. This book was released on 2021-06-23 with total page 409 pages. Available in PDF, EPUB and Kindle. Book excerpt: The key to successful solution of problems by the finite element method lies in the choice of appropriate numerical models & their associated parameters for geological media. 16 invited contributions on: Basic concepts; Numerical modelling of selected engineering problems; Specific numerical models & parameters evaluation.