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Performance and Reliability Optimization for Aerospace Systems Subject to Uncertainty and Degradation

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Release : 2018-06-03
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Kind : eBook
Book Rating : 891/5 ( reviews)

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Book Synopsis Performance and Reliability Optimization for Aerospace Systems Subject to Uncertainty and Degradation by : National Aeronautics and Space Administration (NASA)

Download or read book Performance and Reliability Optimization for Aerospace Systems Subject to Uncertainty and Degradation written by National Aeronautics and Space Administration (NASA). This book was released on 2018-06-03. Available in PDF, EPUB and Kindle. Book excerpt: This report summarizes work performed by the Space Systems Laboratory (SSL) for NASA Langley Research Center in the field of performance optimization for systems subject to uncertainty. The objective of the research is to develop design methods and tools to the aerospace vehicle design process which take into account lifecycle uncertainties. It recognizes that uncertainty between the predictions of integrated models and data collected from the system in its operational environment is unavoidable. Given the presence of uncertainty, the goal of this work is to develop means of identifying critical sources of uncertainty, and to combine these with the analytical tools used with integrated modeling. In this manner, system uncertainty analysis becomes part of the design process, and can motivate redesign. The specific program objectives were: 1. To incorporate uncertainty modeling, propagation and analysis into the integrated (controls, structures, payloads, disturbances, etc.) design process to derive the error bars associated with performance predictions. 2. To apply modern optimization tools to guide in the expenditure of funds in a way that most cost-effectively improves the lifecycle productivity of the system by enhancing the subsystem reliability and redundancy. The results from the second program objective are described. This report describes the work and results for the first objective: uncertainty modeling, propagation, and synthesis with integrated modeling.Miller, David W. and Uebelhart, Scott A. and Blaurock, CarlLangley Research CenterRELIABILITY; SYSTEMS ANALYSIS; PERFORMANCE PREDICTION; DEGRADATION; AEROSPACE VEHICLES; REDUNDANCY; PRODUCTIVITY; PAYLOADS; MODELS; IDENTIFYING; AEROSPACE SYSTEMS

Aerospace System Analysis and Optimization in Uncertainty

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Release : 2020-08-26
Genre : Mathematics
Kind : eBook
Book Rating : 264/5 ( reviews)

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Book Synopsis Aerospace System Analysis and Optimization in Uncertainty by : Loïc Brevault

Download or read book Aerospace System Analysis and Optimization in Uncertainty written by Loïc Brevault. This book was released on 2020-08-26. Available in PDF, EPUB and Kindle. Book excerpt: Spotlighting the field of Multidisciplinary Design Optimization (MDO), this book illustrates and implements state-of-the-art methodologies within the complex process of aerospace system design under uncertainties. The book provides approaches to integrating a multitude of components and constraints with the ultimate goal of reducing design cycles. Insights on a vast assortment of problems are provided, including discipline modeling, sensitivity analysis, uncertainty propagation, reliability analysis, and global multidisciplinary optimization. The extensive range of topics covered include areas of current open research. This Work is destined to become a fundamental reference for aerospace systems engineers, researchers, as well as for practitioners and engineers working in areas of optimization and uncertainty. Part I is largely comprised of fundamentals. Part II presents methodologies for single discipline problems with a review of existing uncertainty propagation, reliability analysis, and optimization techniques. Part III is dedicated to the uncertainty-based MDO and related issues. Part IV deals with three MDO related issues: the multifidelity, the multi-objective optimization and the mixed continuous/discrete optimization and Part V is devoted to test cases for aerospace vehicle design.

Optimization Under Uncertainty with Applications to Aerospace Engineering

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Release : 2021-02-15
Genre : Science
Kind : eBook
Book Rating : 668/5 ( reviews)

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Book Synopsis Optimization Under Uncertainty with Applications to Aerospace Engineering by : Massimiliano Vasile

Download or read book Optimization Under Uncertainty with Applications to Aerospace Engineering written by Massimiliano Vasile. This book was released on 2021-02-15. Available in PDF, EPUB and Kindle. Book excerpt: In an expanding world with limited resources, optimization and uncertainty quantification have become a necessity when handling complex systems and processes. This book provides the foundational material necessary for those who wish to embark on advanced research at the limits of computability, collecting together lecture material from leading experts across the topics of optimization, uncertainty quantification and aerospace engineering. The aerospace sector in particular has stringent performance requirements on highly complex systems, for which solutions are expected to be optimal and reliable at the same time. The text covers a wide range of techniques and methods, from polynomial chaos expansions for uncertainty quantification to Bayesian and Imprecise Probability theories, and from Markov chains to surrogate models based on Gaussian processes. The book will serve as a valuable tool for practitioners, researchers and PhD students.

Reliability-based Multidisciplinary Optimization for Aerospace Systems

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Release : 2001
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Book Rating : /5 ( reviews)

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Book Synopsis Reliability-based Multidisciplinary Optimization for Aerospace Systems by : Robert H. Sues

Download or read book Reliability-based Multidisciplinary Optimization for Aerospace Systems written by Robert H. Sues. This book was released on 2001. Available in PDF, EPUB and Kindle. Book excerpt:

Advances in Uncertainty Quantification and Optimization Under Uncertainty with Aerospace Applications

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Release : 2022-01-27
Genre : Technology & Engineering
Kind : eBook
Book Rating : 425/5 ( reviews)

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Book Synopsis Advances in Uncertainty Quantification and Optimization Under Uncertainty with Aerospace Applications by : Massimiliano Vasile

Download or read book Advances in Uncertainty Quantification and Optimization Under Uncertainty with Aerospace Applications written by Massimiliano Vasile. This book was released on 2022-01-27. Available in PDF, EPUB and Kindle. Book excerpt: The 2020 International Conference on Uncertainty Quantification & Optimization gathered together internationally renowned researchers in the fields of optimization and uncertainty quantification. The resulting proceedings cover all related aspects of computational uncertainty management and optimization, with particular emphasis on aerospace engineering problems. The book contributions are organized under four major themes: Applications of Uncertainty in Aerospace & Engineering Imprecise Probability, Theory and Applications Robust and Reliability-Based Design Optimisation in Aerospace Engineering Uncertainty Quantification, Identification and Calibration in Aerospace Models This proceedings volume is useful across disciplines, as it brings the expertise of theoretical and application researchers together in a unified framework.

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