Computing In Large Scale Dynamic Systems

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Computing In Large Scale Dynamic Systems

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Author : Andrei Pruteanu
language : en
Publisher:
Release Date : 2013

Computing In Large Scale Dynamic Systems written by Andrei Pruteanu and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013 with categories.

Computational Methods For Approximation Of Large Scale Dynamical Systems

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Author : Mohammad Monir Uddin
language : en
Publisher: CRC Press
Release Date : 2019-04-30

Computational Methods For Approximation Of Large Scale Dynamical Systems written by Mohammad Monir Uddin and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-04-30 with Mathematics categories.

These days, computer-based simulation is considered the quintessential approach to exploring new ideas in the different disciplines of science, engineering and technology (SET). To perform simulations, a physical system needs to be modeled using mathematics; these models are often represented by linear time-invariant (LTI) continuous-time (CT) systems. Oftentimes these systems are subject to additional algebraic constraints, leading to first- or second-order differential-algebraic equations (DAEs), otherwise known as descriptor systems. Such large-scale systems generally lead to massive memory requirements and enormous computational complexity, thus restricting frequent simulations, which are required by many applications. To resolve these complexities, the higher-dimensional system may be approximated by a substantially lower-dimensional one through model order reduction (MOR) techniques. Computational Methods for Approximation of Large-Scale Dynamical Systems discusses computational techniques for the MOR of large-scale sparse LTI CT systems. Although the book puts emphasis on the MOR of descriptor systems, it begins by showing and comparing the various MOR techniques for standard systems. The book also discusses the low-rank alternating direction implicit (LR-ADI) iteration and the issues related to solving the Lyapunov equation of large-scale sparse LTI systems to compute the low-rank Gramian factors, which are important components for implementing the Gramian-based MOR. Although this book is primarly aimed at post-graduate students and researchers of the various SET disciplines, the basic contents of this book can be supplemental to the advanced bachelor's-level students as well. It can also serve as an invaluable reference to researchers working in academics and industries alike. Features: Provides an up-to-date, step-by-step guide for its readers. Each chapter develops theories and provides necessary algorithms, worked examples, numerical experiments and related exercises. With the combination of this book and its supplementary materials, the reader gains a sound understanding of the topic. The MATLAB® codes for some selected algorithms are provided in the book. The solutions to the exercise problems, experiment data sets and a digital copy of the software are provided on the book's website; The numerical experiments use real-world data sets obtained from industries and research institutes.

Computers And Mathematical Programming

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Author : William Wallace White
language : en
Publisher:
Release Date : 1978

Computers And Mathematical Programming written by William Wallace White and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1978 with Computers categories.

Computer Applications In Large Scale Power Systems

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Author :
language : en
Publisher:
Release Date : 1980

Computer Applications In Large Scale Power Systems written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1980 with Electric power systems categories.

Handbook Of Dynamic System Modeling

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Author : Paul A. Fishwick
language : en
Publisher: CRC Press
Release Date : 2007-06-01

Handbook Of Dynamic System Modeling written by Paul A. Fishwick and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2007-06-01 with Computers categories.

The topic of dynamic models tends to be splintered across various disciplines, making it difficult to uniformly study the subject. Moreover, the models have a variety of representations, from traditional mathematical notations to diagrammatic and immersive depictions. Collecting all of these expressions of dynamic models, the Handbook of Dynamic Sy

Model Reduction Of Complex Dynamical Systems

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Author : Peter Benner
language : en
Publisher: Springer Nature
Release Date : 2021-08-26

Model Reduction Of Complex Dynamical Systems written by Peter Benner and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-08-26 with Mathematics categories.

This contributed volume presents some of the latest research related to model order reduction of complex dynamical systems with a focus on time-dependent problems. Chapters are written by leading researchers and users of model order reduction techniques and are based on presentations given at the 2019 edition of the workshop series Model Reduction of Complex Dynamical Systems – MODRED, held at the University of Graz in Austria. The topics considered can be divided into five categories: system-theoretic methods, such as balanced truncation, Hankel norm approximation, and reduced-basis methods; data-driven methods, including Loewner matrix and pencil-based approaches, dynamic mode decomposition, and kernel-based methods; surrogate modeling for design and optimization, with special emphasis on control and data assimilation; model reduction methods in applications, such as control and network systems, computational electromagnetics, structural mechanics, and fluid dynamics; and model order reduction software packages and benchmarks. This volume will be an ideal resource for graduate students and researchers in all areas of model reduction, as well as those working in applied mathematics and theoretical informatics.

Scientific And Technical Aerospace Reports

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Author :
language : en
Publisher:
Release Date : 1975

Scientific And Technical Aerospace Reports written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1975 with Aeronautics categories.

Lists citations with abstracts for aerospace related reports obtained from world wide sources and announces documents that have recently been entered into the NASA Scientific and Technical Information Database.

Vehicle Track Coupled Dynamics

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Author : Wanming Zhai
language : en
Publisher: Springer Nature
Release Date : 2019-08-31

Vehicle Track Coupled Dynamics written by Wanming Zhai and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-08-31 with Technology & Engineering categories.

This book systematically presents the theory, numerical implementation, field experiments and practical engineering applications of the ‘Vehicle–Track Coupled Dynamics’. Representing a radical departure from classic vehicle system dynamics and track dynamics, the vehicle–track coupled dynamics theory considers the vehicle and track as one interactive and integrated system coupled through wheel–rail interaction. This new theory enables a more comprehensive and accurate solution to the train–track dynamic interaction problem which is a fundamental and important research topic in railway transportation system, especially for the rapidly developed high-speed and heavy-haul railways. It has been widely applied in practical railway engineering. Dr. Wanming Zhai is a Chair Professor of Railway Engineering at Southwest Jiaotong University, where he is also chairman of the Academic Committee and Director of the Train and Track Research Institute. He is a member of the Chinese Academy of Sciences and one of the leading scientists in railway system dynamics. Professor Zhai is Editor-in-Chief of both the International Journal of Rail Transportation, published by Taylor & Francis Group, and the Journal of Modern Transportation, published by Springer. In addition, he is a trustee of the International Association for Vehicle System Dynamics, Vice President of the Chinese Society of Theoretical and Applied Mechanics, and Vice President of the Chinese Society for Vibration Engineering. /div

The Third Conference On Hypercube Concurrent Computers And Applications Applications

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Author : Geoffrey C. Fox
language : en
Publisher:
Release Date : 1988

The Third Conference On Hypercube Concurrent Computers And Applications Applications written by Geoffrey C. Fox and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1988 with Hypercube networks (Computer networks) categories.

Proceedings -- Parallel Computing.

Proceedings Of The 1988 Ieee International Conference On Systems Man And Cybernetics August 8 12 1988 Beijing And Shenyang China

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Author :
language : en
Publisher:
Release Date : 1988

Proceedings Of The 1988 Ieee International Conference On Systems Man And Cybernetics August 8 12 1988 Beijing And Shenyang China written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1988 with Cybernetics categories.