A Most Probable Point Based Method For Reliability Analysis Sensitivity Analysis And Design Optimization

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A Most Probable Point-Based Method for Reliability Analysis, Sensitivity Analysis and Design Optimization

Author : National Aeronautics and Space Administration (NASA)
Publisher : Createspace Independent Publishing Platform
ISBN 13 : 9781720361572
Total Pages : 34 pages
Book Rating : 4.3/5 (615 download)

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Book Synopsis A Most Probable Point-Based Method for Reliability Analysis, Sensitivity Analysis and Design Optimization by : National Aeronautics and Space Administration (NASA)

Download or read book A Most Probable Point-Based Method for Reliability Analysis, Sensitivity Analysis and Design Optimization written by National Aeronautics and Space Administration (NASA) and published by Createspace Independent Publishing Platform. This book was released on 2018-05-29 with total page 34 pages. Available in PDF, EPUB and Kindle. Book excerpt: A major step in a most probable point (MPP)-based method for reliability analysis is to determine the MPP. This is usually accomplished by using an optimization search algorithm. The minimum distance associated with the MPP provides a measurement of safety probability, which can be obtained by approximate probability integration methods such as FORM or SORM. The reliability sensitivity equations are derived first in this paper, based on the derivatives of the optimal solution. Examples are provided later to demonstrate the use of these derivatives for better reliability analysis and reliability-based design optimization (RBDO).Hou, Gene J.-W and Newman, Perry A. (Technical Monitor)Langley Research CenterDESIGN OPTIMIZATION; PROBABILITY THEORY; RELIABILITY ANALYSIS; SENSITIVITY ANALYSIS; ALGORITHMS; RANDOM VARIABLES; STANDARD DEVIATION; ITERATION; CONVERGENCE

Design Optimization Under Uncertainty

Author : Weifei Hu
Publisher : Springer Nature
ISBN 13 : 3031492080
Total Pages : 282 pages
Book Rating : 4.0/5 (314 download)

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Book Synopsis Design Optimization Under Uncertainty by : Weifei Hu

Download or read book Design Optimization Under Uncertainty written by Weifei Hu and published by Springer Nature. This book was released on 2023-12-22 with total page 282 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book introduces the fundamentals of probability, statistical, and reliability concepts, the classical methods of uncertainty quantification and analytical reliability analysis, and the state-of-the-art approaches of design optimization under uncertainty (e.g., reliability-based design optimization and robust design optimization). The topics include basic concepts of probability and distributions, uncertainty quantification using probabilistic methods, classical reliability analysis methods, time-variant reliability analysis methods, fundamentals of deterministic design optimization, reliability-based design optimization, robust design optimization, other methods of design optimization under uncertainty, and engineering applications of design optimization under uncertainty.

Reliability Analysis of Modern Power Systems

Author : R. K. Saket
Publisher : John Wiley & Sons
ISBN 13 : 1394226756
Total Pages : 581 pages
Book Rating : 4.3/5 (942 download)

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Book Synopsis Reliability Analysis of Modern Power Systems by : R. K. Saket

Download or read book Reliability Analysis of Modern Power Systems written by R. K. Saket and published by John Wiley & Sons. This book was released on 2024-08-01 with total page 581 pages. Available in PDF, EPUB and Kindle. Book excerpt: A reader-friendly introduction to reliability analysis and its power systems applications The subset of probability theory known as reliability theory analyzes the likelihood of failure in a given component or system under given conditions. It is a critical aspect of engineering as it concerns systems of all kinds, not least modern power systems, with their essential role in sustaining the technologies on which modern life relies. Reliability Analysis of Modern Power Systems is a thorough, accessible book introducing the core concepts of reliability theory as they apply to power systems engineering, as well as the advanced technologies currently driving new frontiers in reliability analysis. It is a must-own for anyone looking to understand and improve the systems that power our world. Readers will also find: Detailed discussion of reliability modeling and simulation of composite systems using Typhoon HIL 404 Reliability assessment of generation systems, transmission systems, distribution systems, and more Information on renewable energy integration for more sustainable power grids Reliability Analysis of Modern Power Systems is ideal for professionals, engineers, and researchers in power system design and reliability engineering, as well as for advanced undergraduate and graduate students in these and related subjects.

Buckling And Postbuckling Structures Ii: Experimental, Analytical And Numerical Studies

Author : Brian G Falzon
Publisher : World Scientific
ISBN 13 : 1786344343
Total Pages : 308 pages
Book Rating : 4.7/5 (863 download)

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Book Synopsis Buckling And Postbuckling Structures Ii: Experimental, Analytical And Numerical Studies by : Brian G Falzon

Download or read book Buckling And Postbuckling Structures Ii: Experimental, Analytical And Numerical Studies written by Brian G Falzon and published by World Scientific. This book was released on 2018-02-14 with total page 308 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides an in-depth treatment of the study of the stability of engineering structures. Contributions from internationally recognized leaders in the field ensure a wide coverage of engineering disciplines in which structural stability is of importance, in particular the experimental, analytical and numerical modelling of structural stability applied to aeronautical, civil and marine structures. This second volume in buckling and postbuckling structures builds on the first, and reports on the development of fast semi-analytical methods for the rapid characterization of postbuckling structures; optimization approaches for the design of stiffened composite panels, and a discourse on imperfection sensitivity. This book will be a particularly useful reference to professional engineers, graduate students and researchers interested in structural stability.

Elements of Structural Optimization

Author : Raphael T. Haftka
Publisher : Springer Science & Business Media
ISBN 13 : 9401578621
Total Pages : 402 pages
Book Rating : 4.4/5 (15 download)

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Book Synopsis Elements of Structural Optimization by : Raphael T. Haftka

Download or read book Elements of Structural Optimization written by Raphael T. Haftka and published by Springer Science & Business Media. This book was released on 2013-03-14 with total page 402 pages. Available in PDF, EPUB and Kindle. Book excerpt: The field of structural optimization is still a relatively new field undergoing rapid changes in methods and focus. Until recently there was a severe imbalance between the enormous amount of literature on the subject, and the paucity of applications to practical design problems. This imbalance is being gradually redressed now. There is still no shortage of new publications, but there are also exciting applications of the methods of structural optimizations in the automotive, aerospace, civil engineering, machine design and other engineering fields. As a result of the growing pace of applications, research into structural optimization methods is increasingly driven by real-life problems. Most engineers who design structures employ complex general-purpose software packages for structural analysis. Often they do not have any access to the source the details of program, and even more frequently they have only scant knowledge of the structural analysis algorithms used in this software packages. Therefore the major challenge faced by researchers in structural optimization is to develop methods that are suitable for use with such software packages. Another major challenge is the high computational cost associated with the analysis of many complex real-life problems. In many cases the engineer who has the task of designing a structure cannot afford to analyze it more than a handful of times.

Engineering Design Reliability Handbook

Author : Efstratios Nikolaidis
Publisher : CRC Press
ISBN 13 : 0203483936
Total Pages : 1216 pages
Book Rating : 4.2/5 (34 download)

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Book Synopsis Engineering Design Reliability Handbook by : Efstratios Nikolaidis

Download or read book Engineering Design Reliability Handbook written by Efstratios Nikolaidis and published by CRC Press. This book was released on 2004-12-22 with total page 1216 pages. Available in PDF, EPUB and Kindle. Book excerpt: Researchers in the engineering industry and academia are making important advances on reliability-based design and modeling of uncertainty when data is limited. Non deterministic approaches have enabled industries to save billions by reducing design and warranty costs and by improving quality. Considering the lack of comprehensive and defini

Structural Design Optimization Considering Uncertainties

Author : Yannis Tsompanakis
Publisher : CRC Press
ISBN 13 : 0203938526
Total Pages : 670 pages
Book Rating : 4.2/5 (39 download)

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Book Synopsis Structural Design Optimization Considering Uncertainties by : Yannis Tsompanakis

Download or read book Structural Design Optimization Considering Uncertainties written by Yannis Tsompanakis and published by CRC Press. This book was released on 2008-02-07 with total page 670 pages. Available in PDF, EPUB and Kindle. Book excerpt: Uncertainties play a dominant role in the design and optimization of structures and infrastructures. In optimum design of structural systems due to variations of the material, manufacturing variations, variations of the external loads and modelling uncertainty, the parameters of a structure, a structural system and its environment are not given, fi

Journal of Mechanical Design

Author :
Publisher :
ISBN 13 :
Total Pages : 818 pages
Book Rating : 4.4/5 (91 download)

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Book Synopsis Journal of Mechanical Design by :

Download or read book Journal of Mechanical Design written by and published by . This book was released on 2008 with total page 818 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Reliability-based Structural Design

Author : Seung-Kyum Choi
Publisher : Springer Science & Business Media
ISBN 13 : 1846284457
Total Pages : 309 pages
Book Rating : 4.8/5 (462 download)

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Book Synopsis Reliability-based Structural Design by : Seung-Kyum Choi

Download or read book Reliability-based Structural Design written by Seung-Kyum Choi and published by Springer Science & Business Media. This book was released on 2006-11-15 with total page 309 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides readers with an understanding of the fundamentals and applications of structural reliability, stochastic finite element method, reliability analysis via stochastic expansion, and optimization under uncertainty. It examines the use of stochastic expansions, including polynomial chaos expansion and Karhunen-Loeve expansion for the reliability analysis of practical engineering problems.

Global Sensitivity Analysis

Author : Andrea Saltelli
Publisher : John Wiley & Sons
ISBN 13 : 9780470725177
Total Pages : 304 pages
Book Rating : 4.7/5 (251 download)

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Book Synopsis Global Sensitivity Analysis by : Andrea Saltelli

Download or read book Global Sensitivity Analysis written by Andrea Saltelli and published by John Wiley & Sons. This book was released on 2008-02-28 with total page 304 pages. Available in PDF, EPUB and Kindle. Book excerpt: Complex mathematical and computational models are used in all areas of society and technology and yet model based science is increasingly contested or refuted, especially when models are applied to controversial themes in domains such as health, the environment or the economy. More stringent standards of proofs are demanded from model-based numbers, especially when these numbers represent potential financial losses, threats to human health or the state of the environment. Quantitative sensitivity analysis is generally agreed to be one such standard. Mathematical models are good at mapping assumptions into inferences. A modeller makes assumptions about laws pertaining to the system, about its status and a plethora of other, often arcane, system variables and internal model settings. To what extent can we rely on the model-based inference when most of these assumptions are fraught with uncertainties? Global Sensitivity Analysis offers an accessible treatment of such problems via quantitative sensitivity analysis, beginning with the first principles and guiding the reader through the full range of recommended practices with a rich set of solved exercises. The text explains the motivation for sensitivity analysis, reviews the required statistical concepts, and provides a guide to potential applications. The book: Provides a self-contained treatment of the subject, allowing readers to learn and practice global sensitivity analysis without further materials. Presents ways to frame the analysis, interpret its results, and avoid potential pitfalls. Features numerous exercises and solved problems to help illustrate the applications. Is authored by leading sensitivity analysis practitioners, combining a range of disciplinary backgrounds. Postgraduate students and practitioners in a wide range of subjects, including statistics, mathematics, engineering, physics, chemistry, environmental sciences, biology, toxicology, actuarial sciences, and econometrics will find much of use here. This book will prove equally valuable to engineers working on risk analysis and to financial analysts concerned with pricing and hedging.

Structural Reliability Methods

Author : O. Ditlevsen
Publisher : Wiley
ISBN 13 : 9780471960867
Total Pages : 0 pages
Book Rating : 4.9/5 (68 download)

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Book Synopsis Structural Reliability Methods by : O. Ditlevsen

Download or read book Structural Reliability Methods written by O. Ditlevsen and published by Wiley. This book was released on 1996-06-19 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book addresses probabilistic methods for the evaluation of structural reliability, including the theoretical basis of these methods. Partial safety factor codes under current practice are briefly introduced and discussed. A probabilistic code format for obtaining a formal reliability evaluation system that catches the most essential features of the nature of the uncertainties and their interplay is then gradually developed. The concepts presented are illustrated by numerous examples throughout the text. The modular approach of the book allows the reader to navigate through the different stages of the methods.

Sensitivity and Uncertainty Analysis, Volume II

Author : Dan G. Cacuci
Publisher : CRC Press
ISBN 13 : 020348357X
Total Pages : 367 pages
Book Rating : 4.2/5 (34 download)

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Book Synopsis Sensitivity and Uncertainty Analysis, Volume II by : Dan G. Cacuci

Download or read book Sensitivity and Uncertainty Analysis, Volume II written by Dan G. Cacuci and published by CRC Press. This book was released on 2005-05-16 with total page 367 pages. Available in PDF, EPUB and Kindle. Book excerpt: As computer-assisted modeling and analysis of physical processes have continued to grow and diversify, sensitivity and uncertainty analyses have become indispensable scientific tools. Sensitivity and Uncertainty Analysis. Volume I: Theory focused on the mathematical underpinnings of two important methods for such analyses: the Adjoint Sensitivity Analysis Procedure and the Global Adjoint Sensitivity Analysis Procedure. This volume concentrates on the practical aspects of performing these analyses for large-scale systems. The applications addressed include two-phase flow problems, a radiative convective model for climate simulations, and large-scale models for numerical weather prediction.

Advanced Wind Turbine Technology

Author : Weifei Hu
Publisher : Springer
ISBN 13 : 3319781669
Total Pages : 351 pages
Book Rating : 4.3/5 (197 download)

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Book Synopsis Advanced Wind Turbine Technology by : Weifei Hu

Download or read book Advanced Wind Turbine Technology written by Weifei Hu and published by Springer. This book was released on 2018-05-07 with total page 351 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book introduces the current challenges in modern wind turbine analysis, design and development, and provides a comprehensive examination of state-of-the-art technologies from both academia and industry. The twelve information-rich chapters cover a wide range of topics including reliability-based design, computational fluid dynamics, gearbox and bearing analyses, lightning analysis, structural dynamics, health condition monitoring, advanced techniques for field repair, offshore floating wind turbines, advanced turbine control and grid integration, and other emerging technologies. Each chapter begins with the current status of technology in a lucid, is easy-to-follow treatment, then elaborates on the corresponding advanced technology using detailed methodologies, graphs, mathematical models, computational simulations, and experimental instrumentation. Relevant to a broad audience from students and faculty to researchers, manufacturers, and wind energy engineers and designers, the book is ideal for both educational and research needs. Presents the latest developments in reliability-based design optimization, CFD of wind turbines, structural dynamics for wind turbine blades, off-shore floating wind turbines, advanced wind turbine control, and wind power and ramp forecasting for grid integration; Includes techniques for wind turbine gearboxes and bearings, evaluation of lightning strike damage, health condition monitoring and reparation techniques; Illustrates theories and operational considerations using graphics, tables, computational algorithms, simulation models, and experimental instrumentation; Examines unique, innovative technologies for wind energy.

Proceedings of the ... ASME Design Engineering Technical Conferences

Author :
Publisher :
ISBN 13 :
Total Pages : 668 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Proceedings of the ... ASME Design Engineering Technical Conferences by :

Download or read book Proceedings of the ... ASME Design Engineering Technical Conferences written by and published by . This book was released on 2005 with total page 668 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Geotechnical Reliability Analysis

Author : Jie Zhang
Publisher : Springer Nature
ISBN 13 : 9811962545
Total Pages : 323 pages
Book Rating : 4.8/5 (119 download)

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Book Synopsis Geotechnical Reliability Analysis by : Jie Zhang

Download or read book Geotechnical Reliability Analysis written by Jie Zhang and published by Springer Nature. This book was released on 2023-09-14 with total page 323 pages. Available in PDF, EPUB and Kindle. Book excerpt: This textbook systematically introduces the theories, methods, and algorithms for geotechnical reliability analysis. There are a lot of illustrative examples in the textbook such that readers can easily grasp the concepts and theories related to geotechnical reliability analysis. A unique feature of the textbook is that computer codes are also provided through carefully designed examples such that the methods and the algorithms described in the textbook can be easily understood. In addition, the computer codes are flexible and can be conveniently extended to analyze different types of realistic problems with little additional efforts.

Handbook of Formal Optimization

Author : Anand J. Kulkarni
Publisher : Springer Nature
ISBN 13 : 9819738202
Total Pages : 1406 pages
Book Rating : 4.8/5 (197 download)

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Book Synopsis Handbook of Formal Optimization by : Anand J. Kulkarni

Download or read book Handbook of Formal Optimization written by Anand J. Kulkarni and published by Springer Nature. This book was released on with total page 1406 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Optimization in Practice with MATLAB®

Author : Achille Messac
Publisher : Cambridge University Press
ISBN 13 : 1316381374
Total Pages : 503 pages
Book Rating : 4.3/5 (163 download)

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Book Synopsis Optimization in Practice with MATLAB® by : Achille Messac

Download or read book Optimization in Practice with MATLAB® written by Achille Messac and published by Cambridge University Press. This book was released on 2015-03-19 with total page 503 pages. Available in PDF, EPUB and Kindle. Book excerpt: Optimization in Practice with MATLAB® provides a unique approach to optimization education. It is accessible to both junior and senior undergraduate and graduate students, as well as industry practitioners. It provides a strongly practical perspective that allows the student to be ready to use optimization in the workplace. It covers traditional materials, as well as important topics previously unavailable in optimization books (e.g. numerical essentials - for successful optimization). Written with both the reader and the instructor in mind, Optimization in Practice with MATLAB® provides practical applications of real-world problems using MATLAB®, with a suite of practical examples and exercises that help the students link the theoretical, the analytical, and the computational in each chapter. Additionally, supporting MATLAB® m-files are available for download via www.cambridge.org.messac. Lastly, adopting instructors will receive a comprehensive solution manual with solution codes along with lectures in PowerPoint with animations for each chapter, and the text's unique flexibility enables instructors to structure one- or two-semester courses.