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Statistical Analysis And Control Of Dynamic Systems
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Book Synopsis Statistical Analysis and Control of Dynamic Systems by : H. Akaike
Download or read book Statistical Analysis and Control of Dynamic Systems written by H. Akaike and published by Springer. This book was released on 1989-02-28 with total page 228 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Proceedings of the First US/Japan Conference on the Frontiers of Statistical Modeling: An Informational Approach by : H. Bozdogan
Download or read book Proceedings of the First US/Japan Conference on the Frontiers of Statistical Modeling: An Informational Approach written by H. Bozdogan and published by Springer Science & Business Media. This book was released on 1993-12-31 with total page 304 pages. Available in PDF, EPUB and Kindle. Book excerpt: These three volumes comprise the proceedings of the US/Japan Conference, held in honour of Professor H. Akaike, on the `Frontiers of Statistical Modeling: an Informational Approach'. The major theme of the conference was the implementation of statistical modeling through an informational approach to complex, real-world problems. Volume 1 contains papers which deal with the Theory and Methodology of Time Series Analysis. Volume 1 also contains the text of the Banquet talk by E. Parzen and the keynote lecture of H. Akaike. Volume 2 is devoted to the general topic of Multivariate Statistical Modeling, and Volume 3 contains the papers relating to Engineering and Scientific Applications. For all scientists whose work involves statistics.
Book Synopsis Data-Driven Science and Engineering by : Steven L. Brunton
Download or read book Data-Driven Science and Engineering written by Steven L. Brunton and published by Cambridge University Press. This book was released on 2022-05-05 with total page 615 pages. Available in PDF, EPUB and Kindle. Book excerpt: A textbook covering data-science and machine learning methods for modelling and control in engineering and science, with Python and MATLAB®.
Book Synopsis Advances in Statistical Control, Algebraic Systems Theory, and Dynamic Systems Characteristics by : Chang-Hee Won
Download or read book Advances in Statistical Control, Algebraic Systems Theory, and Dynamic Systems Characteristics written by Chang-Hee Won and published by Springer Science & Business Media. This book was released on 2010-07-08 with total page 368 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume is a collection of chapters covering recent advances in stochastic optimal control theory and algebraic systems theory. The book will be a useful reference for researchers and graduate students in systems and control, algebraic systems theory, and applied mathematics. Requiring only knowledge of undergraduate-level control and systems theory, the work may be used as a supplementary textbook in a graduate course on optimal control or algebraic systems theory.
Book Synopsis Dynamic System Identification: Experiment Design and Data Analysis by : Goodwin
Download or read book Dynamic System Identification: Experiment Design and Data Analysis written by Goodwin and published by Academic Press. This book was released on 1977-11-10 with total page 303 pages. Available in PDF, EPUB and Kindle. Book excerpt: Dynamic System Identification: Experiment Design and Data Analysis
Book Synopsis Dynamic Systems Control by : Robert E. Skelton
Download or read book Dynamic Systems Control written by Robert E. Skelton and published by . This book was released on 1988-02-08 with total page 536 pages. Available in PDF, EPUB and Kindle. Book excerpt: This text deals with matrix methods for handling, reducing, and analyzing data from a dynamic system, and covers techniques for the design of feedback controllers for those systems which can be perfectly modeled. Unlike other texts at this level, this book also provides techniques for the design of feedback controllers for those systems which cannot be perfectly modeled. In addition, presentation draws attention to the iterative nature of the control design process, and introduces model reduction and concepts of equivalent models, topics not generally covered at this level. Chapters cover mathematical preliminaries, models of dynamic systems, properties of state space realizations, controllability and observability, equivalent realizations and model reduction, stability, optimal control of time-variant systems, state estimation, and model error concepts and compensation. Extensive appendixes cover the requisite mathematics.
Book Synopsis Advances in Statistical Control, Algebraic Systems Theory, and Dynamic Systems Characteristics by :
Download or read book Advances in Statistical Control, Algebraic Systems Theory, and Dynamic Systems Characteristics written by and published by . This book was released on 2008 with total page 360 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Modeling, Analysis, and Control of Dynamic Systems by : William John Palm
Download or read book Modeling, Analysis, and Control of Dynamic Systems written by William John Palm and published by . This book was released on 1983-01-28 with total page 772 pages. Available in PDF, EPUB and Kindle. Book excerpt: An integrated presentation of both classical and modern methods of systems modeling, response and control. Includes coverage of digital control systems. Details sample data systems and digital control. Provides numerical methods for the solution of differential equations. Gives in-depth information on the modeling of physical systems and central hardware.
Book Synopsis Digital Control of Dynamic Systems by : Gene F. Franklin
Download or read book Digital Control of Dynamic Systems written by Gene F. Franklin and published by Prentice Hall. This book was released on 1998 with total page 776 pages. Available in PDF, EPUB and Kindle. Book excerpt: Introduction; Review of continuous control; Introductory digital control; Discrete systems analysis; Sampled-data systems; Discrete equivalents; Design using transform techniques; Design using state-space methods; Multivariable and optimal control; Quantization effects; Sample rate selection; System identification; Nonlinear control; Design of a disk drive servo: a case study; Appendix A: Exemples; Appendix B: Tables; Appendix C; A few results from matrix analysis; Appendix D: Summary of facts from the theory of probability and stochastic processes; Appendix E: Matlab functions; Appendix F; Differences between Matlab v5 and v4; References; Index.
Book Synopsis Using Statistical Analysis in Dynamic Modeling and Control by : Manuel Eduardo Jaime Esqueda
Download or read book Using Statistical Analysis in Dynamic Modeling and Control written by Manuel Eduardo Jaime Esqueda and published by . This book was released on 1993 with total page 192 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Modelling and Control of Dynamic Systems Using Gaussian Process Models by : Juš Kocijan
Download or read book Modelling and Control of Dynamic Systems Using Gaussian Process Models written by Juš Kocijan and published by Springer. This book was released on 2015-11-21 with total page 281 pages. Available in PDF, EPUB and Kindle. Book excerpt: This monograph opens up new horizons for engineers and researchers in academia and in industry dealing with or interested in new developments in the field of system identification and control. It emphasizes guidelines for working solutions and practical advice for their implementation rather than the theoretical background of Gaussian process (GP) models. The book demonstrates the potential of this recent development in probabilistic machine-learning methods and gives the reader an intuitive understanding of the topic. The current state of the art is treated along with possible future directions for research. Systems control design relies on mathematical models and these may be developed from measurement data. This process of system identification, when based on GP models, can play an integral part of control design in data-based control and its description as such is an essential aspect of the text. The background of GP regression is introduced first with system identification and incorporation of prior knowledge then leading into full-blown control. The book is illustrated by extensive use of examples, line drawings, and graphical presentation of computer-simulation results and plant measurements. The research results presented are applied in real-life case studies drawn from successful applications including: a gas–liquid separator control; urban-traffic signal modelling and reconstruction; and prediction of atmospheric ozone concentration. A MATLAB® toolbox, for identification and simulation of dynamic GP models is provided for download.
Book Synopsis Statistical Methods for Modeling Human Dynamics by : Sy-Miin Chow
Download or read book Statistical Methods for Modeling Human Dynamics written by Sy-Miin Chow and published by Routledge. This book was released on 2011-02-25 with total page 442 pages. Available in PDF, EPUB and Kindle. Book excerpt: This interdisciplinary volume features contributions from researchers in the fields of psychology, neuroscience, statistics, computer science, and physics. State-of-the-art techniques and applications used to analyze data obtained from studies in cognition, emotion, and electrophysiology are reviewed along with techniques for modeling in real time and for examining lifespan cognitive changes, for conceptualizing change using item response, nonparametric and hierarchical models, and control theory-inspired techniques for deriving diagnoses in medical and psychotherapeutic settings. The syntax for running the analyses presented in the book is provided on the Psychology Press site. Most of the programs are written in R while others are for Matlab, SAS, Win-BUGS, and DyFA. Readers will appreciate a review of the latest methodological techniques developed in the last few years. Highlights include an examination of: Statistical and mathematical modeling techniques for the analysis of brain imaging such as EEGs, fMRIs, and other neuroscience data Dynamic modeling techniques for intensive repeated measurement data Panel modeling techniques for fewer time points data State-space modeling techniques for psychological data Techniques used to analyze reaction time data. Each chapter features an introductory overview of the techniques needed to understand the chapter, a summary, and numerous examples. Each self-contained chapter can be read on its own and in any order. Divided into three major sections, the book examines techniques for examining within-person derivations in change patterns, intra-individual change, and inter-individual differences in change and interpersonal dynamics. Intended for advanced students and researchers, this book will appeal to those interested in applying state-of-the-art dynamic modeling techniques to the the study of neurological, developmental, cognitive, and social/personality psychology, as well as neuroscience, computer science, and engineering.
Book Synopsis CONTROL OF DYNAMIC SYSTEMS by : Dr.Abdulsattar Abdullah Hamad,
Download or read book CONTROL OF DYNAMIC SYSTEMS written by Dr.Abdulsattar Abdullah Hamad, and published by VEDA Publications. This book was released on 2022-11-06 with total page 239 pages. Available in PDF, EPUB and Kindle. Book excerpt: In this book, we consider some of the most broadly applicable techniques for the analysis of discrete and continuous time dynamical systems. The same concept can be used to obtain the phase portrait, which is a graphical description of the dynamics over the entire state space.
Book Synopsis Statistical Analysis of Intermittent Dynamical Systems by : Manuela Giampieri
Download or read book Statistical Analysis of Intermittent Dynamical Systems written by Manuela Giampieri and published by . This book was released on 2006 with total page 96 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Introduction to the Control of Dynamic Systems by : Frederick O. Smetana
Download or read book Introduction to the Control of Dynamic Systems written by Frederick O. Smetana and published by AIAA. This book was released on 1994 with total page 746 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Statistical Analysis of Non-uniformly Expanding Dynamical Systems by : José Alves
Download or read book Statistical Analysis of Non-uniformly Expanding Dynamical Systems written by José Alves and published by . This book was released on 2003 with total page 131 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Modeling and Analysis of Dynamic Systems by : Charles M. Close
Download or read book Modeling and Analysis of Dynamic Systems written by Charles M. Close and published by John Wiley & Sons. This book was released on 2001-08-20 with total page 592 pages. Available in PDF, EPUB and Kindle. Book excerpt: The third edition of Modeling and Anaysis of Dynamic Systems continues to present students with the methodology applicable to the modeling and analysis of a variety of dynamic systems, regardless of their physical origin. It includes detailed modeling of mechanical, electrical, electro-mechanical, thermal, and fluid systems. Models are developed in the form of state-variable equations, input-output differential equations, transfer functions, and block diagrams. The Laplace transform is used for analytical solutions. Computer solutions are based on MATLAB and Simulink. Examples include both linear and nonlinear systems. An introduction is given to the modeling and design tools for feedback control systems. The text offers considerable flexibility in the selection of material for a specific course. Students majoring in many different engineering disciplines have used the text. Such courses are frequently followed by control-system design courses in the various disciplines.