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Machine Learning Control – Taming Nonlinear Dynamics and Turbulence, Thomas Duriez; Steven L. Brunton; Bernd R. Noack


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Автор: Thomas Duriez; Steven L. Brunton; Bernd R. Noack
Название:  Machine Learning Control – Taming Nonlinear Dynamics and Turbulence
ISBN: 9783319821405
Издательство: Springer
Классификация:





ISBN-10: 3319821407
Обложка/Формат: Soft cover
Страницы: 211
Вес: 4.00 кг.
Дата издания: 2017
Серия: Fluid Mechanics and Its Applications
Язык: English
Издание: Softcover reprint of
Иллюстрации: 80 tables, color; 58 illustrations, color; 15 illustrations, black and white; xx, 211 p. 73 illus., 58 illus. in color.
Размер: 15.75 x 23.37 x 1.02 cm
Читательская аудитория: Professional & vocational
Основная тема: Engineering
Ссылка на Издательство: Link
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Поставляется из: Германии
Описание: This is the first textbook on a generally applicable control strategy for turbulence and other complex nonlinear systems. In Chapter 5, MLC detects and exploits a strongly nonlinear actuation mechanism of a low-dimensional dynamical system when linear control methods are shown to fail.


Student Solutions Manual for Nonlinear Dynamics and Chaos

Автор: Strogatz Steven H., Dichter Mitchal
Название: Student Solutions Manual for Nonlinear Dynamics and Chaos
ISBN: 0813350549 ISBN-13(EAN): 9780813350547
Издательство: Taylor&Francis
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Цена: 2908.00 р.
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Описание: This official Student Solutions Manual includes solutions to the odd-numbered exercises featured in the second edition of Steven Strogatz`s classic text Nonlinear Dynamics and Chaos: With Applications to Physics, Biology, Chemistry, and Engineering.

Theoretical Mantle Dynamics

Автор: Ribe, Neil M.
Название: Theoretical Mantle Dynamics
ISBN: 1107174465 ISBN-13(EAN): 9781107174467
Издательство: Cambridge Academ
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Цена: 18216.00 р.
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Описание: A comprehensive, mathematically advanced treatment of the continuum mechanics of the Earth`s mantle, focussing on the craft of formulating geodynamical model problems and the analytical methods required to solve them. Featuring abundant exercises with worked solutions, this will make a useful resource for geoscientists and applied mathematicians.

Nonlinear structural dynamics and damping.

Автор: Juan Carlos Jauregui
Название: Nonlinear structural dynamics and damping.
ISBN: 3030133168 ISBN-13(EAN): 9783030133160
Издательство: Springer
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Цена: 13974.00 р.
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Описание: This book compiles recent research in the field of nonlinear dynamics, vibrations and damping applied to engineering structures. It addresses the modeling of nonlinear vibrations in beams, frames and complex mechanical systems, as well as the modeling of damping systems and viscoelastic materials applied to structural dynamics.

Nonlinear Control Techniques

Автор: Guo
Название: Nonlinear Control Techniques
ISBN: 1138634220 ISBN-13(EAN): 9781138634220
Издательство: Taylor&Francis
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Цена: 19140.00 р.
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Описание: Nonlinear Control Techniques for Electro-Hydraulic Actuators in Robotics Engineering meets the needs of those working in advanced electro-hydraulic controls for modern mechatronic and robotic systems.

The Statistical Dynamics of Turbulence

Автор: Jovan Jovanovic
Название: The Statistical Dynamics of Turbulence
ISBN: 3642057934 ISBN-13(EAN): 9783642057939
Издательство: Springer
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Цена: 15672.00 р.
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Описание: The scope and style employed preserve the nature of its subject: the turbulence phe- nomena in gas and liquid flows which are believed to occur at sufficiently high Reynolds numbers.

Homogeneous Turbulence Dynamics

Автор: Sagaut
Название: Homogeneous Turbulence Dynamics
ISBN: 3319731610 ISBN-13(EAN): 9783319731612
Издательство: Springer
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Цена: 62888.00 р.
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Описание: This book provides state-of-the-art results and theories in homogeneous turbulence, including anisotropy and compressibility effects with extension to quantum turbulence, magneto-hydodynamic turbulence  and turbulence in non-newtonian fluids. Each chapter is devoted to a given type of interaction (strain, rotation, shear, etc.), and presents and compares experimental data, numerical results, analysis of the Reynolds stress budget equations and advanced multipoint spectral theories. The role of both linear and non-linear mechanisms is emphasized. The link between the statistical properties and the dynamics of coherent structures is also addressed. Despite its restriction to homogeneous turbulence, the book is of interest to all people working in turbulence, since the basic physical mechanisms which are present in all turbulent flows are explained. The reader will find a unified presentation of the results and a clear presentation of existing controversies. Special attention is given to bridge the results obtained in different research communities. Mathematical tools and advanced physical models are detailed in dedicated chapters.

Nonlinear Dynamics and Chaos

Автор: Strogatz Steven
Название: Nonlinear Dynamics and Chaos
ISBN: 0813349109 ISBN-13(EAN): 9780813349107
Издательство: Taylor&Francis
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Цена: 10564.00 р.
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Описание: This textbook is aimed at newcomers to nonlinear dynamics and chaos, especially students taking a first course in the subject. The presentation stresses analytical methods, concrete examples, and geometric intuition. The theory is developed systematically, starting with first-order differential equations and their bifurcations, followed by phase plane analysis, limit cycles and their bifurcations, and culminating with the Lorenz equations, chaos, iterated maps, period doubling, renormalization, fractals, and strange attractors.A unique feature of the book is its emphasis on applications. These include mechanical vibrations, lasers, biological rhythms, superconducting circuits, insect outbreaks, chemical oscillators, genetic control systems, chaotic waterwheels, and even a technique for using chaos to send secret messages. In each case, the scientific background is explained at an elementary level and closely integrated with mathematical theory.In the twenty years since the first edition of this book appeared, the ideas and techniques of nonlinear dynamics and chaos have found application to such exciting new fields as systems biology, evolutionary game theory, and sociophysics. This second edition includes new exercises on these cutting-edge developments, on topics as varied as the curiosities of visual perception and the tumultuous love dynamics in Gone With the Wind .

Nonlinear Dynamics and Control

Автор: Walter Lacarbonara; Balakumar Balachandran; Jun Ma
Название: Nonlinear Dynamics and Control
ISBN: 303034746X ISBN-13(EAN): 9783030347468
Издательство: Springer
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Цена: 27950.00 р.
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Описание: This second of three volumes from the inaugural NODYCON, held at the University of Rome, in February of 2019, presents papers devoted to Nonlinear Dynamics and Control. network dynamics control (multi-agent systems, leader-follower dynamics, swarm dynamics, biological networks dynamics);

Nonlinear MHD Waves and Turbulence

Автор: Thierry Passot; Pierre-Louis Sulem
Название: Nonlinear MHD Waves and Turbulence
ISBN: 3642085989 ISBN-13(EAN): 9783642085987
Издательство: Springer
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Цена: 8384.00 р.
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Описание: The aim of the meeting was to survey the current knowledge on two main topics: (i) propagation of plasma waves (like Alfven, whistler or ion-acoustic waves), their instabilities and the development of a nonlinear dynamics lea- ding to solitonic structures, wave collapse or weak turbulence;

Nonlinear, Nonlocal and Fractional Turbulence

Автор: Peter William Egolf, Kolumban Hutter
Название: Nonlinear, Nonlocal and Fractional Turbulence
ISBN: 3030260321 ISBN-13(EAN): 9783030260323
Издательство: Springer
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Цена: 19564.00 р.
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Описание: Nonlinearity has established itself quite well, but so far only a very small number of general nonlocal concepts and no concrete nonlocal turbulent flow solutions were available. This book presents the first analytical and numerical solutions of elementary turbulent flow problems, mainly based on a nonlocal closure.

Spacecraft Dynamics and Control

Автор: Canuto, Enrico
Название: Spacecraft Dynamics and Control
ISBN: 0081007000 ISBN-13(EAN): 9780081007006
Издательство: Elsevier Science
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Цена: 20043.00 р.
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Описание:

Spacecraft Dynamics and Control: The Embedded Model Control Approach provides a uniform and systematic way of approaching space engineering control problems from the standpoint of model-based control, using state-space equations as the key paradigm for simulation, design and implementation.

The book introduces the Embedded Model Control methodology for the design and implementation of attitude and orbit control systems. The logic architecture is organized around the embedded model of the spacecraft and its surrounding environment. The model is compelled to include disturbance dynamics as a repository of the uncertainty that the control law must reject to meet attitude and orbit requirements within the uncertainty class. The source of the real-time uncertainty estimation/prediction is the model error signal, as it encodes the residual discrepancies between spacecraft measurements and model output. The embedded model and the uncertainty estimation feedback (noise estimator in the book) constitute the state predictor feeding the control law. Asymptotic pole placement (exploiting the asymptotes of closed-loop transfer functions) is the way to design and tune feedback loops around the embedded model (state predictor, control law, reference generator). The design versus the uncertainty class is driven by analytic stability and performance inequalities. The method is applied to several attitude and orbit control problems.

  • The book begins with an extensive introduction to attitude geometry and algebra and ends with the core themes: state-space dynamics and Embedded Model Control
  • Fundamentals of orbit, attitude and environment dynamics are treated giving emphasis to state-space formulation, disturbance dynamics, state feedback and prediction, closed-loop stability
  • Sensors and actuators are treated giving emphasis to their dynamics and modelling of measurement errors. Numerical tables are included and their data employed for numerical simulations
  • Orbit and attitude control problems of the European GOCE mission are the inspiration of numerical exercises and simulations
  • The suite of the attitude control modes of a GOCE-like mission is designed and simulated around the so-called mission state predictor
  • Solved and unsolved exercises are included within the text - and not separated at the end of chapters - for better understanding, training and application
  • Simulated results and their graphical plots are developed through MATLAB/Simulink code
Turbulence Modeling and Vortex Dynamics

Автор: Olus Boratav; Alp Eden; Ayse Erzan
Название: Turbulence Modeling and Vortex Dynamics
ISBN: 366214140X ISBN-13(EAN): 9783662141403
Издательство: Springer
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Цена: 11179.00 р.
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Описание: This volume collects contributions to the workshop on "Turbulence Modeling and Vortex Dynamics, Istanbul", where engineers, physicists, and mathematicians discussed the statistical description of turbulence. This book will be a source of reference for many years for those working in this most fascinating field of scientific modeling.


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