Author: Jay R. SimsPublisher:
ISBN:
Category : Digital control systems
Languages : en
Pages : 128
Book Description
Identification and Control of Dynamic Systems with Frequency Aliasing
Author: Jay R. SimsPublisher:
ISBN:
Category : Digital control systems
Languages : en
Pages : 128
Book Description
Identification of Dynamic Systems
Author: Rolf IsermannPublisher: Springer Science & Business Media
ISBN: 3540788794
Category : Technology & Engineering
Languages : en
Pages : 705
Book Description
Precise dynamic models of processes are required for many applications, ranging from control engineering to the natural sciences and economics. Frequently, such precise models cannot be derived using theoretical considerations alone. Therefore, they must be determined experimentally. This book treats the determination of dynamic models based on measurements taken at the process, which is known as system identification or process identification. Both offline and online methods are presented, i.e. methods that post-process the measured data as well as methods that provide models during the measurement. The book is theory-oriented and application-oriented and most methods covered have been used successfully in practical applications for many different processes. Illustrative examples in this book with real measured data range from hydraulic and electric actuators up to combustion engines. Real experimental data is also provided on the Springer webpage, allowing readers to gather their first experience with the methods presented in this book. Among others, the book covers the following subjects: determination of the non-parametric frequency response, (fast) Fourier transform, correlation analysis, parameter estimation with a focus on the method of Least Squares and modifications, identification of time-variant processes, identification in closed-loop, identification of continuous time processes, and subspace methods. Some methods for nonlinear system identification are also considered, such as the Extended Kalman filter and neural networks. The different methods are compared by using a real three-mass oscillator process, a model of a drive train. For many identification methods, hints for the practical implementation and application are provided. The book is intended to meet the needs of students and practicing engineers working in research and development, design and manufacturing.
Data-Driven Identification of Networks of Dynamic Systems
Author: Michel VerhaegenPublisher: Cambridge University Press
ISBN: 1316515702
Category : Technology & Engineering
Languages : en
Pages : 287
Book Description
A comprehensive introduction to identifying network-connected systems, covering models and methods, and applications in adaptive optics.
Dynamic Systems and Control Engineering
Author: Nader JaliliPublisher: Cambridge University Press
ISBN: 1108831052
Category : Mathematics
Languages : en
Pages : 947
Book Description
A modern treatment of modeling, analysis and control, covering fundamental theory, practical implementation, and advanced strategies.
High Speed Model-based Identification of Dynamic Systems
Author: Ming-Shyan HuangAdvanced Process Identification and Control
Author: Enso IkonenPublisher: CRC Press
ISBN: 1482294699
Category : Science
Languages : en
Pages : 328
Book Description
A presentation of techniques in advanced process modelling, identification, prediction, and parameter estimation for the implementation and analysis of industrial systems. The authors cover applications for the identification of linear and non-linear systems, the design of generalized predictive controllers (GPCs), and the control of multivariable
Control and Dynamic Systems V31: Advances in Aerospace Systems Dynamics and Control Systems Part 1 of 3
Author: C.T. LeonidesPublisher: Elsevier
ISBN: 0323162398
Category : Technology & Engineering
Languages : en
Pages : 279
Book Description
Control and Dynamic Systems: Advances in Theory in Applications, Volume 31: Advances in Aerospace Systems Dynamics and Control Systems, Part 1 of 3 deals with significant advances in technologies which support the development of aerospace systems. It also presents several algorithms and computational techniques used in complex aerospace systems. The techniques discussed in this volume include: moving-bank multiple model adaptive estimation, algorithms for multitarget sensor tracking systems; algorithms in differential dynamic programming; optimal control of linear stochastic systems; and normalized predictive deconvulation. This book is an important reference for practitioners in the field who want a comprehensive source of techniques with significant applied implications.
Fractional-order Modeling and Control of Dynamic Systems
Author: Aleksei TepljakovPublisher: Springer
ISBN: 3319529501
Category : Technology & Engineering
Languages : en
Pages : 184
Book Description
This book reports on an outstanding research devoted to modeling and control of dynamic systems using fractional-order calculus. It describes the development of model-based control design methods for systems described by fractional dynamic models. More than 300 years had passed since Newton and Leibniz developed a set of mathematical tools we now know as calculus. Ever since then the idea of non-integer derivatives and integrals, universally referred to as fractional calculus, has been of interest to many researchers. However, due to various issues, the usage of fractional-order models in real-life applications was limited. Advances in modern computer science made it possible to apply efficient numerical methods to the computation of fractional derivatives and integrals. This book describes novel methods developed by the author for fractional modeling and control, together with their successful application in real-world process control scenarios.
Fractional-Order Modeling of Dynamic Systems with Applications in Optimization, Signal Processing, and Control
Author: Ahmed G. RadwanPublisher: Academic Press
ISBN: 0323902030
Category : Technology & Engineering
Languages : en
Pages : 530
Book Description
Fractional-order Modelling of Dynamic Systems with Applications in Optimization, Signal Processing and Control introduces applications from a design perspective, helping readers plan and design their own applications. The book includes the different techniques employed to design fractional-order systems/devices comprehensively and straightforwardly. Furthermore, mathematics is available in the literature on how to solve fractional-order calculus for system applications. This book introduces the mathematics that has been employed explicitly for fractional-order systems. It will prove an excellent material for students and scholars who want to quickly understand the field of fractional-order systems and contribute to its different domains and applications. Fractional-order systems are believed to play an essential role in our day-to-day activities. Therefore, several researchers around the globe endeavor to work in the different domains of fractional-order systems. The efforts include developing the mathematics to solve fractional-order calculus/systems and to achieve the feasible designs for various applications of fractional-order systems. - Presents a simple and comprehensive understanding of the field of fractional-order systems - Offers practical knowledge on the design of fractional-order systems for different applications - Exposes users to possible new applications for fractional-order systems
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