Modelling And Identification With Rational Orthogonal Basis Functions

Modelling And Identification With Rational Orthogonal Basis Functions Book in PDF, ePub and Kindle version is available to download in english. Read online anytime anywhere directly from your device. Click on the download button below to get a free pdf file of Modelling And Identification With Rational Orthogonal Basis Functions book. This book definitely worth reading, it is an incredibly well-written.

Modelling and Identification with Rational Orthogonal Basis Functions

Peter S.C. Heuberger,Paul M.J. van den Hof,Bo Wahlberg
Modelling and Identification with Rational Orthogonal Basis Functions Book PDF

Author : Peter S.C. Heuberger,Paul M.J. van den Hof,Bo Wahlberg
Publisher : Springer Science & Business Media
Page : 432 pages
File Size : 45,5 Mb
Release : 2005-06-30
Category : Technology & Engineering
ISBN : 185233956X

Get Book

Modelling and Identification with Rational Orthogonal Basis Functions by Peter S.C. Heuberger,Paul M.J. van den Hof,Bo Wahlberg Pdf

Models of dynamical systems are of great importance in almost all fields of science and engineering and specifically in control, signal processing and information science. A model is always only an approximation of a real phenomenon so that having an approximation theory which allows for the analysis of model quality is a substantial concern. The use of rational orthogonal basis functions to represent dynamical systems and stochastic signals can provide such a theory and underpin advanced analysis and efficient modelling. It also has the potential to extend beyond these areas to deal with many problems in circuit theory, telecommunications, systems, control theory and signal processing. Modelling and Identification with Rational Orthogonal Basis Functions affords a self-contained description of the development of the field over the last 15 years, furnishing researchers and practising engineers working with dynamical systems and stochastic processes with a standard reference work.

Modelling and Identification with Rational Orthogonal Basis Functions

Peter S.C. Heuberger,Paul M.J. van den Hof,Bo Wahlberg
Modelling and Identification with Rational Orthogonal Basis Functions Book PDF

Author : Peter S.C. Heuberger,Paul M.J. van den Hof,Bo Wahlberg
Publisher : Springer
Page : 397 pages
File Size : 51,7 Mb
Release : 2009-10-12
Category : Technology & Engineering
ISBN : 1848008597

Get Book

Modelling and Identification with Rational Orthogonal Basis Functions by Peter S.C. Heuberger,Paul M.J. van den Hof,Bo Wahlberg Pdf

Models of dynamical systems are of great importance in almost all fields of science and engineering and specifically in control, signal processing and information science. A model is always only an approximation of a real phenomenon so that having an approximation theory which allows for the analysis of model quality is a substantial concern. The use of rational orthogonal basis functions to represent dynamical systems and stochastic signals can provide such a theory and underpin advanced analysis and efficient modelling. It also has the potential to extend beyond these areas to deal with many problems in circuit theory, telecommunications, systems, control theory and signal processing. Modelling and Identification with Rational Orthogonal Basis Functions affords a self-contained description of the development of the field over the last 15 years, furnishing researchers and practising engineers working with dynamical systems and stochastic processes with a standard reference work.

Frontiers in Advanced Control Systems

Ginalber Luiz Serra
Frontiers in Advanced Control Systems Book PDF

Author : Ginalber Luiz Serra
Publisher : BoD – Books on Demand
Page : 294 pages
File Size : 46,5 Mb
Release : 2012-07-25
Category : Science
ISBN : 9789535106777

Get Book

Frontiers in Advanced Control Systems by Ginalber Luiz Serra Pdf

This book pretends to bring the state-of-art research results on advanced control from both the theoretical and practical perspectives. The fundamental and advanced research results as well as the contributions in terms of the technical evolution of control theory are of particular interest. This book can serve as a bridge between people who are working on the theoretical and practical research on control theory, and facilitate the proposal of development of new control techniques and its applications. In addition, this book presents educational importance to help students and researchers to know the frontiers of the control technology.

Ubiquitous Intelligent Systems

P. Karuppusamy,Isidoros Perikos,Fausto Pedro García Márquez
Ubiquitous Intelligent Systems Book PDF

Author : P. Karuppusamy,Isidoros Perikos,Fausto Pedro García Márquez
Publisher : Springer Nature
Page : 741 pages
File Size : 55,9 Mb
Release : 2021-10-08
Category : Technology & Engineering
ISBN : 9789811636752

Get Book

Ubiquitous Intelligent Systems by P. Karuppusamy,Isidoros Perikos,Fausto Pedro García Márquez Pdf

This book features a collection of high-quality, peer-reviewed papers presented at International Conference on Ubiquitous Intelligent Systems (ICUIS 2021) organized by Shree Venkateshwara Hi-Tech Engineering College, Tamil Nadu, India, during April 16–17, 2021. The book covers topics such as cloud computing, mobile computing and networks, embedded computing frameworks, modeling and analysis of ubiquitous information systems, communication networking models, big data models and applications, ubiquitous information processing systems, next-generation ubiquitous networks and protocols, advanced intelligent systems, Internet of things, wireless communication and storage networks, intelligent information retrieval techniques, AI-based intelligent information visualization techniques, cognitive informatics, smart automation systems, healthcare informatics and bioinformatics models, security and privacy of intelligent information systems, and smart distributed information systems.

Identification of Continuous-Time Systems

Allamaraju Subrahmanyam,Ganti Prasada Rao
Identification of Continuous Time Systems Book PDF

Author : Allamaraju Subrahmanyam,Ganti Prasada Rao
Publisher : CRC Press
Page : 94 pages
File Size : 54,9 Mb
Release : 2019-12-06
Category : Technology & Engineering
ISBN : 9781000732900

Get Book

Identification of Continuous-Time Systems by Allamaraju Subrahmanyam,Ganti Prasada Rao Pdf

Models of dynamical systems are required for various purposes in the field of systems and control. The models are handled either in discrete time (DT) or in continuous time (CT). Physical systems give rise to models only in CT because they are based on physical laws which are invariably in CT. In system identification, indirect methods provide DT models which are then converted into CT. Methods of directly identifying CT models are preferred to the indirect methods for various reasons. The direct methods involve a primary stage of signal processing, followed by a secondary stage of parameter estimation. In the primary stage, the measured signals are processed by a general linear dynamic operation—computational or realized through prefilters, to preserve the system parameters in their native CT form—and the literature is rich on this aspect. In this book: Identification of Continuous-Time Systems-Linear and Robust Parameter Estimation, Allamaraju Subrahmanyam and Ganti Prasada Rao consider CT system models that are linear in their unknown parameters and propose robust methods of estimation. This book complements the existing literature on the identification of CT systems by enhancing the secondary stage through linear and robust estimation. In this book, the authors provide an overview of CT system identification, consider Markov-parameter models and time-moment models as simple linear-in-parameters models for CT system identification, bring them into mainstream model parameterization via basis functions, present a methodology to robustify the recursive least squares algorithm for parameter estimation of linear regression models, suggest a simple off-line error quantification scheme to show that it is possible to quantify error even in the absence of informative priors, and indicate some directions for further research. This modest volume is intended to be a useful addition to the literature on identifying CT systems.

Design and Development of Model Predictive Primary Control of Micro Grids

Puvvula Vidyasagar,K. Shanti Swarup
Design and Development of Model Predictive Primary Control of Micro Grids Book PDF

Author : Puvvula Vidyasagar,K. Shanti Swarup
Publisher : Springer Nature
Page : 170 pages
File Size : 46,7 Mb
Release : 2023-01-01
Category : Technology & Engineering
ISBN : 9789811958526

Get Book

Design and Development of Model Predictive Primary Control of Micro Grids by Puvvula Vidyasagar,K. Shanti Swarup Pdf

This book provides a design and development perspective MPC for micro-grid control, emphasizing step-by-step conversion of a nonlinear MPC to linear MPC preserving critical aspects of nonlinear MPC. The book discusses centralized and decentralized MPC control algorithms for a generic modern-day micro-grid consisting of vital essential constituents. It starts with the nonlinear MPC formulation for micro-grids. It also moves towards the linear time-invariant and linear time-variant approximations of the MPC for micro-grid control. The contents also discuss how the application of orthonormal special functions can improve computational complexity of MPC algorithms. It also highlights various auxiliary requirements like state estimator, disturbance compensator for robustness, selective harmonic eliminator for eliminating harmonics in the micro-grid, etc. These additional requirements are crucial for the successful online implementation of the MPC. In the end, the book shows how a well-designed MPC is superior in performance compared to the conventional micro-grid primary controllers discussed above. The key topics discussed in this book include – the detailed modeling of micro-grid components; operational modes in micro-grid and their control objectives; conventional micro-grid primary controllers; the importance of MPC as a micro-grid primary controller; understanding of MPC operation; nonlinear MPC formulation; linear approximations of MPC; application of special functions in the MPC formulation; and other online requirements for the MPC implementation. The examples in the book are available both from a calculation point of view and as MATLAB codes. This helps the students get acquainted with the subject first and then allows them to implement the subject they learn in software for further understanding and research.

Mathematics Without Boundaries

Panos M. Pardalos,Themistocles M. Rassias
Mathematics Without Boundaries Book PDF

Author : Panos M. Pardalos,Themistocles M. Rassias
Publisher : Springer
Page : 648 pages
File Size : 49,7 Mb
Release : 2014-09-16
Category : Mathematics
ISBN : 9781493911240

Get Book

Mathematics Without Boundaries by Panos M. Pardalos,Themistocles M. Rassias Pdf

This volume consists of chapters written by eminent scientists and engineers from the international community and present significant advances in several theories, methods and applications of an interdisciplinary research. These contributions focus on both old and recent developments of Global Optimization Theory, Convex Analysis, Calculus of Variations, Discrete Mathematics and Geometry, as well as several applications to a large variety of concrete problems, including applications of computers to the study of smoothness and analyticity of functions, applications to epidemiological diffusion, networks, mathematical models of elastic and piezoelectric fields, optimal algorithms, stability of neutral type vector functional differential equations, sampling and rational interpolation for non-band-limited signals, recurrent neural network for convex optimization problems and experimental design. The book also contains some review works, which could prove particularly useful for a broader audience of readers in Mathematical and Engineering subjects and especially to graduate students who search for the latest information.

Progress in Systems Engineering

Henry Selvaraj,Dawid Zydek,Grzegorz Chmaj
Progress in Systems Engineering Book PDF

Author : Henry Selvaraj,Dawid Zydek,Grzegorz Chmaj
Publisher : Springer
Page : 903 pages
File Size : 53,8 Mb
Release : 2014-08-12
Category : Technology & Engineering
ISBN : 9783319084220

Get Book

Progress in Systems Engineering by Henry Selvaraj,Dawid Zydek,Grzegorz Chmaj Pdf

This collection of proceedings from the International Conference on Systems Engineering, Las Vegas, 2014 is orientated toward systems engineering, including topics like aero-space, power systems, industrial automation and robotics, systems theory, control theory, artificial intelligence, signal processing, decision support, pattern recognition and machine learning, information and communication technologies, image processing, and computer vision as well as its applications. The volume’s main focus is on models, algorithms, and software tools that facilitate efficient and convenient utilization of modern achievements in systems engineering.

Advances on Analysis and Control of Vibrations

Mauricio Zapateiro,Francesc Pozo
Advances on Analysis and Control of Vibrations Book PDF

Author : Mauricio Zapateiro,Francesc Pozo
Publisher : BoD – Books on Demand
Page : 294 pages
File Size : 54,6 Mb
Release : 2012-09-05
Category : Technology & Engineering
ISBN : 9789535106999

Get Book

Advances on Analysis and Control of Vibrations by Mauricio Zapateiro,Francesc Pozo Pdf

Vibration is a phenomenon that we can perceive in many systems. Their effects are as diverse as the personal discomfort that can produce the unevenness of a road or the collapse of a building or a bridge during an earthquake. This book is a compendium of research works on vibration analysis and control. It goes through new methodologies that help us understand and mitigate this phenomenon. This book is divided into two sections. The first one is devoted to new advances on vibration analysis while the second part is a series of case studies that illustrate novel techniques on vibration control. The applications are varied and include areas such as vehicle suspension systems, wind turbines and civil engineering structures.

Advances in Modelling and Control of Non-integer-Order Systems

Krzysztof J. Latawiec,Marian Łukaniszyn,Rafał Stanisławski
Advances in Modelling and Control of Non integer Order Systems Book PDF

Author : Krzysztof J. Latawiec,Marian Łukaniszyn,Rafał Stanisławski
Publisher : Springer
Page : 296 pages
File Size : 41,9 Mb
Release : 2014-08-16
Category : Technology & Engineering
ISBN : 9783319099002

Get Book

Advances in Modelling and Control of Non-integer-Order Systems by Krzysztof J. Latawiec,Marian Łukaniszyn,Rafał Stanisławski Pdf

This volume presents selected aspects of non-integer, or fractional order systems, whose analysis, synthesis and applications have increasingly become a real challenge for various research communities, ranging from science to engineering. The spectrum of applications of the fractional order calculus has incredibly expanded, in fact it would be hard to find a science/engineering-related subject area where the fractional calculus had not been incorporated. The content of the fractional calculus is ranged from pure mathematics to engineering implementations and so is the content of this volume. The volume is subdivided into six parts, reflecting particular aspects of the fractional order calculus. The first part contains a single invited paper on a new formulation of fractional-order descriptor observers for fractional-order descriptor continous LTI systems. The second part provides new elements to the mathematical theory of fractional-order systems. In the third part of this volume, a bunch of new results in approximation, modeling and simulations of fractional-order systems is given. The fourth part presents new solutions to some problems in controllability and control of non-integer order systems, in particular fractional PID-like control. The fifth part analyzes the stability of non-integer order systems and some new results are offered in this important respect, in particular for discrete-time systems. The final, sixth part of this volume presents a spectrum of applications of the noninteger order calculus, ranging from bi-fractional filtering, in particular of electromyographic signals, through the thermal diffusion and advection diffusion processes to the SIEMENS platform implementation. This volume's papers were all subjected to stimulating comments and discussions from the active audience of the RRNR'2014, the 6th Conference on Non-integer Order Calculus and Its Applications that was organized by the Department of Electrical, Control and Computer Engineering, Opole University of Technology, Opole, Poland.

Computational Intelligence: Theories, Applications and Future Directions - Volume I

Nishchal K. Verma,A. K. Ghosh
Computational Intelligence Theories Applications and Future Directions Volume I Book PDF

Author : Nishchal K. Verma,A. K. Ghosh
Publisher : Springer
Page : 615 pages
File Size : 43,9 Mb
Release : 2018-07-31
Category : Technology & Engineering
ISBN : 9789811311321

Get Book

Computational Intelligence: Theories, Applications and Future Directions - Volume I by Nishchal K. Verma,A. K. Ghosh Pdf

This book presents selected proceedings of ICCI-2017, discussing theories, applications and future directions in the field of computational intelligence (CI). ICCI-2017 brought together international researchers presenting innovative work on self-adaptive systems and methods. This volume covers the current state of the field and explores new, open research directions. The book serves as a guide for readers working to develop and validate real-time problems and related applications using computational intelligence. It focuses on systems that deal with raw data intelligently, generate qualitative information that improves decision-making, and behave as smart systems, making it a valuable resource for researchers and professionals alike.

Computer Aided Systems Theory -- EUROCAST 2011

Roberto Moreno Díaz,Franz Pichler,Alexis Quesada Arencibia
Computer Aided Systems Theory EUROCAST 2011 Book PDF

Author : Roberto Moreno Díaz,Franz Pichler,Alexis Quesada Arencibia
Publisher : Springer
Page : 637 pages
File Size : 42,8 Mb
Release : 2012-02-02
Category : Computers
ISBN : 9783642275494

Get Book

Computer Aided Systems Theory -- EUROCAST 2011 by Roberto Moreno Díaz,Franz Pichler,Alexis Quesada Arencibia Pdf

The two-volume proceedings, LNCS 6927 and LNCS 6928, constitute the papers presented at the 13th International Conference on Computer Aided Systems Theory, EUROCAST 2011, held in February 2011 in Las Palmas de Gran Canaria, Spain. The total of 160 papers presented were carefully reviewed and selected for inclusion in the books. The contributions are organized in topical sections on concepts and formal tools; software applications; computation and simulation in modelling biological systems; intelligent information processing; heurist problem solving; computer aided systems optimization; model-based system design, simulation, and verification; computer vision and image processing; modelling and control of mechatronic systems; biomimetic software systems; computer-based methods for clinical and academic medicine; modeling and design of complex digital systems; mobile and autonomous transportation systems; traffic behaviour, modelling and optimization; mobile computing platforms and technologies; and engineering systems applications.

Model Reduction for Circuit Simulation

Peter Benner,Michael Hinze,E. Jan W. ter Maten
Model Reduction for Circuit Simulation Book PDF

Author : Peter Benner,Michael Hinze,E. Jan W. ter Maten
Publisher : Springer Science & Business Media
Page : 317 pages
File Size : 45,7 Mb
Release : 2011-03-25
Category : Technology & Engineering
ISBN : 9789400700895

Get Book

Model Reduction for Circuit Simulation by Peter Benner,Michael Hinze,E. Jan W. ter Maten Pdf

Simulation based on mathematical models plays a major role in computer aided design of integrated circuits (ICs). Decreasing structure sizes, increasing packing densities and driving frequencies require the use of refined mathematical models, and to take into account secondary, parasitic effects. This leads to very high dimensional problems which nowadays require simulation times too large for the short time-to-market demands in industry. Modern Model Order Reduction (MOR) techniques present a way out of this dilemma in providing surrogate models which keep the main characteristics of the device while requiring a significantly lower simulation time than the full model. With Model Reduction for Circuit Simulation we survey the state of the art in the challenging research field of MOR for ICs, and also address its future research directions. Special emphasis is taken on aspects stemming from miniturisations to the nano scale. Contributions cover complexity reduction using e.g., balanced truncation, Krylov-techniques or POD approaches. For semiconductor applications a focus is on generalising current techniques to differential-algebraic equations, on including design parameters, on preserving stability, and on including nonlinearity by means of piecewise linearisations along solution trajectories (TPWL) and interpolation techniques for nonlinear parts. Furthermore the influence of interconnects and power grids on the physical properties of the device is considered, and also top-down system design approaches in which detailed block descriptions are combined with behavioral models. Further topics consider MOR and the combination of approaches from optimisation and statistics, and the inclusion of PDE models with emphasis on MOR for the resulting partial differential algebraic systems. The methods which currently are being developed have also relevance in other application areas such as mechanical multibody systems, and systems arising in chemistry and to biology. The current number of books in the area of MOR for ICs is very limited, so that this volume helps to fill a gap in providing the state of the art material, and to stimulate further research in this area of MOR. Model Reduction for Circuit Simulation also reflects and documents the vivid interaction between three active research projects in this area, namely the EU-Marie Curie Action ToK project O-MOORE-NICE (members in Belgium, The Netherlands and Germany), the EU-Marie Curie Action RTN-project COMSON (members in The Netherlands, Italy, Germany, and Romania), and the German federal project System reduction in nano-electronics (SyreNe).

Modelling and Control in Biomedical Systems 2006

David Dagan Feng,Janan Zaytoon
Modelling and Control in Biomedical Systems 2006 Book PDF

Author : David Dagan Feng,Janan Zaytoon
Publisher : Elsevier
Page : 920 pages
File Size : 48,9 Mb
Release : 2006-09-19
Category : Technology & Engineering
ISBN : 0080479499

Get Book

Modelling and Control in Biomedical Systems 2006 by David Dagan Feng,Janan Zaytoon Pdf

Modelling and Control in Biomedical Systems (including Biological Systems) was held in Reims, France, 20-22 August 2006. This Symposium was organised by the University of Reims Champagne Ardenne and the Société de l’Electricité, de l’Electronique et des TIC (SEE). The Symposium attracted practitioners in engineering, information technology, mathematics, medicine and biology, and other related disciplines, with authors from 24 countries. Besides the abstracts of the four plenary lectures, this volume contains the 92 papers that were presented by their authors at the Symposium. The papers included two invited keynote presentations given by internationally prominent and well-recognised research leaders: Claudio Cobelli, whose talk is titled "Dynamic modelling in diabetes: from whole body to genes"; and Irving J. Bigio, whose talk is titled "Elastic scattering spectroscopy for non-invasive detection of cancer". Two prestigious industrial speakers were also invited to give keynote presentations: Terry O'Brien from LIDCO, whose talk is titled "LIDCO: From the laboratory to protocolized goal directed therapy"; and Lorenzo Quinzio of Philips, whose talk is titled "Clinical decision support in monitoring and information systems". A valuable source of information on the state-of- the-art in Modelling and Control in Biomedical Systems Including abstracts of four plenary lectures, and 92 papers presented by their authors

Progress in Industrial Mathematics at ECMI 2018

István Faragó,Ferenc Izsák,Péter L. Simon
Progress in Industrial Mathematics at ECMI 2018 Book PDF

Author : István Faragó,Ferenc Izsák,Péter L. Simon
Publisher : Springer Nature
Page : 605 pages
File Size : 41,5 Mb
Release : 2019-11-22
Category : Science
ISBN : 9783030275501

Get Book

Progress in Industrial Mathematics at ECMI 2018 by István Faragó,Ferenc Izsák,Péter L. Simon Pdf

This book explores mathematics in a wide variety of applications, ranging from problems in electronics, energy and the environment, to mechanics and mechatronics. The book gathers 81 contributions submitted to the 20th European Conference on Mathematics for Industry, ECMI 2018, which was held in Budapest, Hungary in June 2018. The application areas include: Applied Physics, Biology and Medicine, Cybersecurity, Data Science, Economics, Finance and Insurance, Energy, Production Systems, Social Challenges, and Vehicles and Transportation. In turn, the mathematical technologies discussed include: Combinatorial Optimization, Cooperative Games, Delay Differential Equations, Finite Elements, Hamilton-Jacobi Equations, Impulsive Control, Information Theory and Statistics, Inverse Problems, Machine Learning, Point Processes, Reaction-Diffusion Equations, Risk Processes, Scheduling Theory, Semidefinite Programming, Stochastic Approximation, Spatial Processes, System Identification, and Wavelets. The goal of the European Consortium for Mathematics in Industry (ECMI) conference series is to promote interaction between academia and industry, leading to innovations in both fields. These events have attracted leading experts from business, science and academia, and have promoted the application of novel mathematical technologies to industry. They have also encouraged industrial sectors to share challenging problems where mathematicians can provide fresh insights and perspectives. Lastly, the ECMI conferences are one of the main forums in which significant advances in industrial mathematics are presented, bringing together prominent figures from business, science and academia to promote the use of innovative mathematics in industry.