Handbook Of Research On Modeling Analysis And Control Of Complex Systems
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| Author | : Azar, Ahmad Taher |
| Publisher | : IGI Global |
| Total Pages | : 685 |
| Release | : 2020-12-05 |
| Genre | : Mathematics |
| ISBN | : 1799857905 |
The current literature on dynamic systems is quite comprehensive, and system theory’s mathematical jargon can remain quite complicated. Thus, there is a need for a compendium of accessible research that involves the broad range of fields that dynamic systems can cover, including engineering, life sciences, and the environment, and which can connect researchers in these fields. The Handbook of Research on Modeling, Analysis, and Control of Complex Systems is a comprehensive reference book that describes the recent developments in a wide range of areas including the modeling, analysis, and control of dynamic systems, as well as explores related applications. The book acts as a forum for researchers seeking to understand the latest theory findings and software problem experiments. Covering topics that include chaotic maps, predictive modeling, random bit generation, and software bug prediction, this book is ideal for professionals, academicians, researchers, and students in the fields of electrical engineering, computer science, control engineering, robotics, power systems, and biomedical engineering.
| Author | : El Hassan Zerrik |
| Publisher | : Springer Nature |
| Total Pages | : 275 |
| Release | : 2019-08-26 |
| Genre | : Technology & Engineering |
| ISBN | : 3030261492 |
This book describes recent developments in a wide range of areas, including the modeling, analysis and control of dynamical systems, and explores related applications. The book provided a forum where researchers have shared their ideas, results on theory, and experiments in application problems. The current literature devoted to dynamical systems is quite large, and the authors’ choice for the considered topics was motivated by the following considerations. Firstly, the mathematical jargon for systems theory remains quite complex and the authors feel strongly that they have to maintain connections between the people of this research field. Secondly, dynamical systems cover a wider range of applications, including engineering, life sciences and environment. The authors consider that the book is an important contribution to the state of the art in the fuzzy and dynamical systems areas.
| Author | : Gorazd Karer |
| Publisher | : Springer |
| Total Pages | : 261 |
| Release | : 2012-09-20 |
| Genre | : Technology & Engineering |
| ISBN | : 3642339476 |
A predictive control algorithm uses a model of the controlled system to predict the system behavior for various input scenarios and determines the most appropriate inputs accordingly. Predictive controllers are suitable for a wide range of systems; therefore, their advantages are especially evident when dealing with relatively complex systems, such as nonlinear, constrained, hybrid, multivariate systems etc. However, designing a predictive control strategy for a complex system is generally a difficult task, because all relevant dynamical phenomena have to be considered. Establishing a suitable model of the system is an essential part of predictive control design. Classic modeling and identification approaches based on linear-systems theory are generally inappropriate for complex systems; hence, models that are able to appropriately consider complex dynamical properties have to be employed in a predictive control algorithm. This book first introduces some modeling frameworks, which can encompass the most frequently encountered complex dynamical phenomena and are practically applicable in the proposed predictive control approaches. Furthermore, unsupervised learning methods that can be used for complex-system identification are treated. Finally, several useful predictive control algorithms for complex systems are proposed and their particular advantages and drawbacks are discussed. The presented modeling, identification and control approaches are complemented by illustrative examples. The book is aimed towards researches and postgraduate students interested in modeling, identification and control, as well as towards control engineers needing practically usable advanced control methods for complex systems.
| Author | : Vincent Duindam |
| Publisher | : Springer Science & Business Media |
| Total Pages | : 423 |
| Release | : 2009-10-15 |
| Genre | : Technology & Engineering |
| ISBN | : 364203196X |
Energy exchange is a major foundation of the dynamics of physical systems, and, hence, in the study of complex multi-domain systems, methodologies that explicitly describe the topology of energy exchanges are instrumental in structuring the modeling and the computation of the system's dynamics and its control. This book is the outcome of the European Project "Geoplex" (FP5 IST-2001-34166) that studied and extended such system modeling and control methodologies. This unique book starts from the basic concept of port-based modeling, and extends it to port-Hamiltonian systems. This generic paradigm is applied to various physical domains, showing its power and unifying flexibility for real multi-domain systems.
| Author | : Karl J. Aström |
| Publisher | : Springer Science & Business Media |
| Total Pages | : 485 |
| Release | : 2011-06-28 |
| Genre | : Technology & Engineering |
| ISBN | : 1447103491 |
The world of artificial systems is reaching complexity levels that es cape human understanding. Surface traffic, electricity distribution, air planes, mobile communications, etc. , are examples that demonstrate that we are running into problems that are beyond classical scientific or engi neering knowledge. There is an ongoing world-wide effort to understand these systems and develop models that can capture its behavior. The reason for this work is clear, if our lack of understanding deepens, we will lose our capability to control these systems and make they behave as we want. Researchers from many different fields are trying to understand and develop theories for complex man-made systems. This book presents re search from the perspective of control and systems theory. The book has grown out of activities in the research program Control of Complex Systems (COSY). The program has been sponsored by the Eu ropean Science Foundation (ESF) which for 25 years has been one of the leading players in stimulating scientific research. ESF is a European asso ciation of more than 60 leading national science agencies spanning more than 20 countries. ESF covers has standing committees in Medical Sci ences, Life and Environmental Sciences, Physical and Engineering Sci ences, Humanities and Social Sciences. The COSY program was ESF's first activity in the Engineering Sciences. The program run for a period of five years starting January 1995.
| Author | : Petros A. Ioannou |
| Publisher | : CRC Press |
| Total Pages | : 552 |
| Release | : 2007-12-26 |
| Genre | : Medical |
| ISBN | : 0849379865 |
Comprehension of complex systems comes from an understanding of not only the behavior of constituent elements but how they act together to form the behavior of the whole. However, given the multidisciplinary nature of complex systems, the scattering of information across different areas creates a chaotic situation for those trying to understand pos
| Author | : Dingyü Xue |
| Publisher | : World Scientific Publishing Company |
| Total Pages | : 0 |
| Release | : 2014-09 |
| Genre | : Automatic control |
| ISBN | : 9789814618458 |
MATLAB and Simulink are now being used extensively in not only academia as a teaching aid, a learning aid and a research tool but also industry for modeling, analysis, design and rapid prototyping. As a response, Modeling, Analysis and Design of Control Systems in MATLAB and Simulink emphasizes on practical use of and problem solving in MATLAB and Simulink following the so-called MAD (modeling, analysis and design) notion. Readers can not only learn the control concepts and problem solving methods but also coding skills by following the numerous inline MATLAB scripts, functions, reproducible examples as well as chapter-end Problems. The book service website contains Solution Manual, 1, 000 plus teaching/learning PPTs, and all related codes used in the book for reproducing the examples.Modeling, Analysis and Design of Control Systems in MATLAB and Simulink has 12 chapters organized in 5 parts: Foundation, Modeling, Analysis, Design and Rapid Prototyping. Each chapter ends with Problems section. This book can be used as a reference text in the introductory control course for undergraduates in all engineering schools. The coverage of topics is broad, yet balanced, and it should provide a solid foundation for the subsequent control engineering practice in both industry and research institutes. This book will be a good desktop reference for control engineers and many codes and tools in this book may be directly applicable in real world problem solving.
| Author | : Cipolla-Ficarra, Francisco Vicente |
| Publisher | : IGI Global |
| Total Pages | : 501 |
| Release | : 2021-03-19 |
| Genre | : Computers |
| ISBN | : 179987012X |
The inclusion of experts in communicability in the software industry has allowed timeframes to speed up in the commercialization of new technological products worldwide. However, this constant evolution of software in the face of the hardware revolution opens up a host of new horizons to maintain and increase the quality of the interactive systems following a set of standardized norms and rules for the production of interactive software. Currently, we see some efforts towards this goal, but they are still partial solutions, incomplete, and flawed from the theoretical as well as practical points of view. If the quality of the interactive design is analyzed, it is left to professionals to generate systems that are efficient, reliable, user-friendly, and cutting-edge. The Handbook of Research on Software Quality Innovation in Interactive Systems analyzes the quality of the software applied to the interactive systems and considers the constant advances in the software industry. This book reviews the past and present of information and communication technologies with a projection towards the future, along with analyses of software, software design, phrases to use, and the purposes for software applications in interactive systems. This book is ideal for students, professors, researchers, programmers, analysists of systems, computer engineers, interactive designers, managers of software quality, and evaluators of interactive systems.
| Author | : Milutinovi?, Veljko |
| Publisher | : IGI Global |
| Total Pages | : 393 |
| Release | : 2021-02-19 |
| Genre | : Computers |
| ISBN | : 1799871584 |
As computers continue to remain essential tools for the pursuit of physics, medicine, economics, social sciences, and more, supercomputers are proving that they can further extend and greatly enhance as-of-yet undiscovered knowledge and solve the world’s most complex problems. As these instruments continue to lead to groundbreaking discoveries and breakthroughs, it is imperative that research remains up to date with the latest findings and uses. The Handbook of Research on Methodologies and Applications of Supercomputing is a comprehensive and critical reference book that provides research on the latest advances of control flow and dataflow supercomputing and highlights selected emerging big data applications needing high acceleration and/or low power. Consequently, this book advocates the need for hybrid computing, where the control flow part represents the host architecture and dataflow part represents the acceleration architecture. These issues cover the initial eight chapters. The remaining eight chapters cover selected modern applications that are best implemented on a hybrid computer, in which the transactional parts (serial code) are implemented on the control flow part and the loops (parallel code) on the dataflow part. These final eight chapters cover two major application domains: scientific computing and computing for digital economy. This book offers applications in marketing, medicine, energy systems, and library science, among others, and is an essential source for scientists, programmers, engineers, practitioners, researchers, academicians, and students interested in the latest findings and advancements in supercomputing.
| Author | : Kaveh Hariri Asli |
| Publisher | : Apple Academic Press |
| Total Pages | : 0 |
| Release | : 2014-04 |
| Genre | : Science |
| ISBN | : 9781771880060 |
This handbook includes the computational and practical methods that were used for the prediction of mechanical systems failure related to flow control in complex systems. The methods and technologies discussed include a combination of physical, mechanical, and thermal techniques. This book develops a new method for the calculation of mathematical models by computer technology. The process of entering input for the calculation of mathematical models was simplified for the user through the use of mechanical systems. These methods have provided suitable ways for detecting, analyzing, and recording mechanical systems fault. The proposed methods allowed for any arbitrary combination of devices under the modern-day definition of flow control. A scale model and a prototype (real) system were used. This book presents the performances of computational method for system failure prediction by numerical analysis and nonlinear dynamic models. The various methods were developed to solve flow control problems. The book includes the research of the authors on the development of optimal mathematical models. The authors used modern computer technology and various mathematical methods for analysis of nonlinear dynamic processes. The book includes a glossary of terms, case studies, list of abbreviations, and recent references. Teachers and students of mechanical engineering and the environmental sciences, as well as of civil, chemical, sanitary, and municipal sciences, will find much of direct use and general value in this book.
