Uncertainty Quantification In Laminated Composites
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| Author | : Sudip Dey |
| Publisher | : CRC Press |
| Total Pages | : 375 |
| Release | : 2018-09-19 |
| Genre | : Mathematics |
| ISBN | : 1498784461 |
Over the last few decades, uncertainty quantification in composite materials and structures has gained a lot of attention from the research community as a result of industrial requirements. This book presents computationally efficient uncertainty quantification schemes following meta-model-based approaches for stochasticity in material and geometric parameters of laminated composite structures. Several metamodels have been studied and comparative results have been presented for different static and dynamic responses. Results for sensitivity analyses are provided for a comprehensive coverage of the relative importance of different material and geometric parameters in the global structural responses.
| Author | : Sudip Dey |
| Publisher | : CRC Press |
| Total Pages | : 307 |
| Release | : 2018-09-19 |
| Genre | : Mathematics |
| ISBN | : 1351651641 |
Over the last few decades, uncertainty quantification in composite materials and structures has gained a lot of attention from the research community as a result of industrial requirements. This book presents computationally efficient uncertainty quantification schemes following meta-model-based approaches for stochasticity in material and geometric parameters of laminated composite structures. Several metamodels have been studied and comparative results have been presented for different static and dynamic responses. Results for sensitivity analyses are provided for a comprehensive coverage of the relative importance of different material and geometric parameters in the global structural responses.
| Author | : José Eduardo Souza De Cursi |
| Publisher | : Springer Nature |
| Total Pages | : 282 |
| Release | : 2023-10-21 |
| Genre | : Technology & Engineering |
| ISBN | : 3031470362 |
This proceedings book covers a wide range of topics related to uncertainty analysis and its application in various fields of engineering and science. It explores uncertainties in numerical simulations for soil liquefaction potential, the toughness properties of construction materials, experimental tests on cyclic liquefaction potential, and the estimation of geotechnical engineering properties for aerogenerator foundation design. Additionally, the book delves into uncertainties in concrete compressive strength, bio-inspired shape optimization using isogeometric analysis, stochastic damping in rotordynamics, and the hygro-thermal properties of raw earth building materials. It also addresses dynamic analysis with uncertainties in structural parameters, reliability-based design optimization of steel frames, and calibration methods for models with dependent parameters. The book further explores mechanical property characterization in 3D printing, stochastic analysis in computational simulations, probability distribution in branching processes, data assimilation in ocean circulation modeling, uncertainty quantification in climate prediction, and applications of uncertainty quantification in decision problems and disaster management. This comprehensive collection provides insights into the challenges and solutions related to uncertainty in various scientific and engineering contexts.
| Author | : Yan Wang |
| Publisher | : Woodhead Publishing |
| Total Pages | : 606 |
| Release | : 2020-03-10 |
| Genre | : Technology & Engineering |
| ISBN | : 008102942X |
Uncertainty Quantification in Multiscale Materials Modeling provides a complete overview of uncertainty quantification (UQ) in computational materials science. It provides practical tools and methods along with examples of their application to problems in materials modeling. UQ methods are applied to various multiscale models ranging from the nanoscale to macroscale. This book presents a thorough synthesis of the state-of-the-art in UQ methods for materials modeling, including Bayesian inference, surrogate modeling, random fields, interval analysis, and sensitivity analysis, providing insight into the unique characteristics of models framed at each scale, as well as common issues in modeling across scales. - Synthesizes available UQ methods for materials modeling - Provides practical tools and examples for problem solving in modeling material behavior across various length scales - Demonstrates UQ in density functional theory, molecular dynamics, kinetic Monte Carlo, phase field, finite element method, multiscale modeling, and to support decision making in materials design - Covers quantum, atomistic, mesoscale, and engineering structure-level modeling and simulation
| Author | : Robert Barthorpe |
| Publisher | : Springer |
| Total Pages | : 303 |
| Release | : 2018-07-30 |
| Genre | : Technology & Engineering |
| ISBN | : 3319747932 |
Model Validation and Uncertainty Quantification, Volume 3: Proceedings of the 36th IMAC, A Conference and Exposition on Structural Dynamics, 2018, the third volume of nine from the Conference brings together contributions to this important area of research and engineering. The collection presents early findings and case studies on fundamental and applied aspects of Model Validation and Uncertainty Quantification, including papers on: Uncertainty Quantification in Material Models Uncertainty Propagation in Structural Dynamics Practical Applications of MVUQ Advances in Model Validation & Uncertainty Quantification: Model Updating Model Validation & Uncertainty Quantification: Industrial Applications Controlling Uncertainty Uncertainty in Early Stage Design Modeling of Musical Instruments Overview of Model Validation and Uncertainty
| Author | : Pijush Samui |
| Publisher | : Butterworth-Heinemann |
| Total Pages | : 592 |
| Release | : 2019-10-05 |
| Genre | : Computers |
| ISBN | : 0128165464 |
Handbook of Probabilistic Models carefully examines the application of advanced probabilistic models in conventional engineering fields. In this comprehensive handbook, practitioners, researchers and scientists will find detailed explanations of technical concepts, applications of the proposed methods, and the respective scientific approaches needed to solve the problem. This book provides an interdisciplinary approach that creates advanced probabilistic models for engineering fields, ranging from conventional fields of mechanical engineering and civil engineering, to electronics, electrical, earth sciences, climate, agriculture, water resource, mathematical sciences and computer sciences. Specific topics covered include minimax probability machine regression, stochastic finite element method, relevance vector machine, logistic regression, Monte Carlo simulations, random matrix, Gaussian process regression, Kalman filter, stochastic optimization, maximum likelihood, Bayesian inference, Bayesian update, kriging, copula-statistical models, and more. - Explains the application of advanced probabilistic models encompassing multidisciplinary research - Applies probabilistic modeling to emerging areas in engineering - Provides an interdisciplinary approach to probabilistic models and their applications, thus solving a wide range of practical problems
| Author | : Sarmila Sahoo |
| Publisher | : Springer Nature |
| Total Pages | : 431 |
| Release | : 2021-02-22 |
| Genre | : Technology & Engineering |
| ISBN | : 9813345500 |
This book provides topical information on innovative, structural and functional materials and composites with applications in various engineering fields covering the structure, properties, manufacturing process, and applications of these materials. It covers various topics in layered structures and layered materials. It discusses the latest developments in the materials engineering field. This book will be useful for academicians, researchers, and practitioners working in the fields of materials engineering, layered structures, and composite materials.
| Author | : Isaac Elishakoff |
| Publisher | : Walter de Gruyter GmbH & Co KG |
| Total Pages | : 384 |
| Release | : 2024-09-23 |
| Genre | : Technology & Engineering |
| ISBN | : 3111354237 |
The book exposes three alternative and competing approaches to uncertainty analysis in engineering. It is composed of some essays on various sub-topics like random vibrations, probabilistic reliability, fuzzy-sets-based analysis, unknown-but-bounded variables, stochastic linearization, possible difficulties with stochastic analysis of structures.
| Author | : Nicholas Fantuzzi |
| Publisher | : Società Editrice Esculapio |
| Total Pages | : 352 |
| Release | : 2017-07-24 |
| Genre | : Technology & Engineering |
| ISBN | : 8893850419 |
Composite materials have aroused a great interest over the last few decades, as proven by the huge number of scientific papers and industrial progress. The increase in the use of composite structures in different engineering practices justify the present international meeting where researches from every part of the globe can share and discuss the recent advancements regarding the use of structural components within advanced applications such as buckling, vibrations, repair, reinforcements, concrete, composite laminated materials and more recent metamaterials. Studies about composite structures are truly multidisciplinary and the given contributions can help other researches and professional engineers in their own field. This Conference is suitable as a reference for engineers and scientists working in the professional field, in the industry and the academia and it gives the possibility to share recent advancements in different engineering practices to the outside world. This book aims to collect selected plenary and key-note lectures of this International Conference. For this reason, the establishment of this 20th edition of International Conference on Composite Structures has appeared appropriate to continue what has been begun during the previous editions. ICCS wants to be an occasion for many researchers from each part of the globe to meet and discuss about the recent advancements regarding the use of composite structures, sandwich panels, nanotechnology, bio-composites, delamination and fracture, experimental methods, manufacturing and other countless topics that have filled many sessions during this conference. As a proof of this event, which has taken place in Paris (France), selected plenary and key-note lectures have been collected in the present book.
| Author | : Uday Shanker Dixit |
| Publisher | : Springer Nature |
| Total Pages | : 258 |
| Release | : 2023-02-02 |
| Genre | : Technology & Engineering |
| ISBN | : 9811980160 |
This book contains selected papers from the symposium on Engineering Pedagogy organised in honour of Professor Amitabha Ghosh and his Lecture Series on Evolution of Classical Mechanics. It covers evolution of mechanics from ancient times to modern days and good pedagogical practices among engineering and science faculty. The content includes chapters on challenges in engineering education, intellectual property rights, professional ethics, manufacturing education, additive manufacturing in engineering curricula, among others. The volume necessitates an efficient and effective pedagogical approach from engineering educators. This book will be of interest to those in teaching across all disciplines of engineering.
