Hybrid Estimation Of Complex Systems

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Hybrid Estimation of Complex Systems

Author : Michael W. Hofbaur
Publisher : Springer Science & Business Media
ISBN 13 : 9783540257271
Total Pages : 180 pages
Book Rating : 4.2/5 (572 download)

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Book Synopsis Hybrid Estimation of Complex Systems by : Michael W. Hofbaur

Download or read book Hybrid Estimation of Complex Systems written by Michael W. Hofbaur and published by Springer Science & Business Media. This book was released on 2005-06-09 with total page 180 pages. Available in PDF, EPUB and Kindle. Book excerpt: This monograph provides a tool-set for hybrid estimation that can successfully monitor the behavior of complex artifacts with a large number of possible operational and failure modes such as production plants, automotive or aeronautic systems, and autonomous robots. For this purpose, ideas from the fields of System Theory and Artificial Intelligence are taken and hybrid estimation is reformulated as a search problem. This allows to focus the estimation onto highly probably operational modes, without missing symptoms that might be hidden among the noise in the system. Additionally a novel approach to continue hybrid estimation in the presence of unknown behavioral modes and to automate system analysis and synthesis tasks for on-line operation are presented. This leads to a flexible model-based hybrid estimation scheme for complex artifacts that robustly copes with unforeseen situations.

Fault Diagnosis of Hybrid Dynamic and Complex Systems

Author : Moamar Sayed-Mouchaweh
Publisher : Springer
ISBN 13 : 3319740148
Total Pages : 286 pages
Book Rating : 4.3/5 (197 download)

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Book Synopsis Fault Diagnosis of Hybrid Dynamic and Complex Systems by : Moamar Sayed-Mouchaweh

Download or read book Fault Diagnosis of Hybrid Dynamic and Complex Systems written by Moamar Sayed-Mouchaweh and published by Springer. This book was released on 2018-03-27 with total page 286 pages. Available in PDF, EPUB and Kindle. Book excerpt: Online fault diagnosis is crucial to ensure safe operation of complex dynamic systems in spite of faults affecting the system behaviors. Consequences of the occurrence of faults can be severe and result in human casualties, environmentally harmful emissions, high repair costs, and economical losses caused by unexpected stops in production lines. The majority of real systems are hybrid dynamic systems (HDS). In HDS, the dynamical behaviors evolve continuously with time according to the discrete mode (configuration) in which the system is. Consequently, fault diagnosis approaches must take into account both discrete and continuous dynamics as well as the interactions between them in order to perform correct fault diagnosis. This book presents recent and advanced approaches and techniques that address the complex problem of fault diagnosis of hybrid dynamic and complex systems using different model-based and data-driven approaches in different application domains (inductor motors, chemical process formed by tanks, reactors and valves, ignition engine, sewer networks, mobile robots, planetary rover prototype etc.). These approaches cover the different aspects of performing single/multiple online/offline parametric/discrete abrupt/tear and wear fault diagnosis in incremental/non-incremental manner, using different modeling tools (hybrid automata, hybrid Petri nets, hybrid bond graphs, extended Kalman filter etc.) for different classes of hybrid dynamic and complex systems.

Multisensor Attitude Estimation

Author : Hassen Fourati
Publisher : CRC Press
ISBN 13 : 1498745806
Total Pages : 580 pages
Book Rating : 4.4/5 (987 download)

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Book Synopsis Multisensor Attitude Estimation by : Hassen Fourati

Download or read book Multisensor Attitude Estimation written by Hassen Fourati and published by CRC Press. This book was released on 2016-11-03 with total page 580 pages. Available in PDF, EPUB and Kindle. Book excerpt: There has been an increasing interest in multi-disciplinary research on multisensor attitude estimation technology driven by its versatility and diverse areas of application, such as sensor networks, robotics, navigation, video, biomedicine, etc. Attitude estimation consists of the determination of rigid bodies’ orientation in 3D space. This research area is a multilevel, multifaceted process handling the automatic association, correlation, estimation, and combination of data and information from several sources. Data fusion for attitude estimation is motivated by several issues and problems, such as data imperfection, data multi-modality, data dimensionality, processing framework, etc. While many of these problems have been identified and heavily investigated, no single data fusion algorithm is capable of addressing all the aforementioned challenges. The variety of methods in the literature focus on a subset of these issues to solve, which would be determined based on the application in hand. Historically, the problem of attitude estimation has been introduced by Grace Wahba in 1965 within the estimate of satellite attitude and aerospace applications. This book intends to provide the reader with both a generic and comprehensive view of contemporary data fusion methodologies for attitude estimation, as well as the most recent researches and novel advances on multisensor attitude estimation task. It explores the design of algorithms and architectures, benefits, and challenging aspects, as well as a broad array of disciplines, including: navigation, robotics, biomedicine, motion analysis, etc. A number of issues that make data fusion for attitude estimation a challenging task, and which will be discussed through the different chapters of the book, are related to: 1) The nature of sensors and information sources (accelerometer, gyroscope, magnetometer, GPS, inclinometer, etc.); 2) The computational ability at the sensors; 3) The theoretical developments and convergence proofs; 4) The system architecture, computational resources, fusion level.

Hybrid Systems: Computation and Control

Author : Alberto Bemporad
Publisher : Springer
ISBN 13 : 3540714936
Total Pages : 812 pages
Book Rating : 4.5/5 (47 download)

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Book Synopsis Hybrid Systems: Computation and Control by : Alberto Bemporad

Download or read book Hybrid Systems: Computation and Control written by Alberto Bemporad and published by Springer. This book was released on 2007-05-31 with total page 812 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 10th International Conference on Hybrid Systems: Computation and Control, HSCC 2007, held in Pisa, Italy in April 2007. Among the topics addressed are models of heterogeneous systems, computability and complexity issues, real-time computing and control, embedded and resource-aware control, control and estimation over wireless networks, and programming languages support and implementation.

Decision Making in Complex Systems

Author : Marina V. Sokolova
Publisher : Springer Science & Business Media
ISBN 13 : 3642255442
Total Pages : 196 pages
Book Rating : 4.6/5 (422 download)

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Book Synopsis Decision Making in Complex Systems by : Marina V. Sokolova

Download or read book Decision Making in Complex Systems written by Marina V. Sokolova and published by Springer Science & Business Media. This book was released on 2012-01-13 with total page 196 pages. Available in PDF, EPUB and Kindle. Book excerpt: The study of complex systems attracts the attention of many researchers in diverse fields. Complex systems are characterized by a high number of entities and a high degree of interactions. One of the most important features is that they do not involve a central organizing authority, but the various elements that make up the systems are self-organized. Moreover, some complex systems possess an emergency priority: climate change and sustainable development research, studies of public health, ecosystem habitats, epidemiology, and medicine, among others. Unfortunately, a great number of today’s overlapping approaches fail to meet the needs of decision makers when managing complex domains. Indeed, the design of complex systems often requires the integration of a number of artificial intelligence tools and techniques. The problem can be viewed in terms of goals, states, and actions, choosing the best action to move the system toward its desired state or behavior. This is why agent-based approaches are used to model complex systems. The main objective of this book is to bring together existing methods for decision support systems creation within a coherent agent-based framework and to provide an interdisciplinary and flexible methodology for modeling complex and systemic domains.

Nonlinear Analysis and Synthesis Techniques for Aircraft Control

Author : Declan Bates
Publisher : Springer
ISBN 13 : 3540737197
Total Pages : 364 pages
Book Rating : 4.5/5 (47 download)

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Book Synopsis Nonlinear Analysis and Synthesis Techniques for Aircraft Control by : Declan Bates

Download or read book Nonlinear Analysis and Synthesis Techniques for Aircraft Control written by Declan Bates and published by Springer. This book was released on 2007-10-04 with total page 364 pages. Available in PDF, EPUB and Kindle. Book excerpt: This is the first book to focus on the use of nonlinear analysis and synthesis techniques for aircraft control. It is also the first book to address in detail closed-loop control problems for aircraft "on-ground" – i.e. speed and directional control of aircraft before take-off and after touch down. The book will be of interest to engineers, researchers, and students in control engineering, and especially aircraft control.

Intelligent Systems in Technical and Medical Diagnostics

Author : Jozef Korbicz
Publisher : Springer Science & Business Media
ISBN 13 : 3642398812
Total Pages : 530 pages
Book Rating : 4.6/5 (423 download)

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Book Synopsis Intelligent Systems in Technical and Medical Diagnostics by : Jozef Korbicz

Download or read book Intelligent Systems in Technical and Medical Diagnostics written by Jozef Korbicz and published by Springer Science & Business Media. This book was released on 2013-07-18 with total page 530 pages. Available in PDF, EPUB and Kindle. Book excerpt: For many years technical and medical diagnostics has been the area of intensive scientific research. It covers well-established topics as well as emerging developments in control engineering, artificial intelligence, applied mathematics, pattern recognition and statistics. At the same time, a growing number of applications of different fault diagnosis methods, especially in electrical, mechanical, chemical and medical engineering, is being observed. This monograph contains a collection of 44 carefully selected papers contributed by experts in technical and medical diagnostics, and constitutes a comprehensive study of the field. The aim of the book is to show the bridge between technical and medical diagnostics based on artificial intelligence methods and techniques. It is divided into four parts: I. Soft Computing in Technical Diagnostics, II. Medical Diagnostics and Biometrics, III. Robotics and Computer Vision, IV. Various Problems of Technical Diagnostics. The monograph will be of interest to scientists as well as academics dealing with the problems of designing technical and medical diagnosis systems. Its target readers are also junior researchers and students of computer science, artificial intelligence, control or robotics.

Variable-Structure Approaches

Author : Andreas Rauh
Publisher : Springer
ISBN 13 : 3319315390
Total Pages : 361 pages
Book Rating : 4.3/5 (193 download)

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Book Synopsis Variable-Structure Approaches by : Andreas Rauh

Download or read book Variable-Structure Approaches written by Andreas Rauh and published by Springer. This book was released on 2016-05-17 with total page 361 pages. Available in PDF, EPUB and Kindle. Book excerpt: This edited book aims at presenting current research activities in the field of robust variable-structure systems. The scope equally comprises highlighting novel methodological aspects as well as presenting the use of variable-structure techniques in industrial applications including their efficient implementation on hardware for real-time control. The target audience primarily comprises research experts in the field of control theory and nonlinear dynamics but the book may also be beneficial for graduate students.

Computer Aided Systems Theory – EUROCAST 2019

Author : Roberto Moreno-Díaz
Publisher : Springer Nature
ISBN 13 : 3030450961
Total Pages : 516 pages
Book Rating : 4.0/5 (34 download)

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Book Synopsis Computer Aided Systems Theory – EUROCAST 2019 by : Roberto Moreno-Díaz

Download or read book Computer Aided Systems Theory – EUROCAST 2019 written by Roberto Moreno-Díaz and published by Springer Nature. This book was released on 2020-04-15 with total page 516 pages. Available in PDF, EPUB and Kindle. Book excerpt: The two-volume set LNCS 12013 and 12014 constitutes the thoroughly refereed proceedings of the 17th International Conference on Computer Aided Systems Theory, EUROCAST 2019, held in Las Palmas de Gran Canaria, Spain, in February 2019. The 123 full papers presented were carefully reviewed and selected from 172 submissions. The papers are organized in the following topical sections: Part I: systems theory and applications; pioneers and landmarks in the development of information and communication technologies; stochastic models and applications to natural, social and technical systems; theory and applications of metaheuristic algorithms; model-based system design, verification and simulation. Part II: applications of signal processing technology; artificial intelligence and data mining for intelligent transportation systems and smart mobility; computer vision, machine learning for image analysis and applications; computer and systems based methods and electronic technologies in medicine; advances in biomedical signal and image processing; systems concepts and methods in touristic flows; systems in industrial robotics, automation and IoT.

Runtime Verification

Author : Koushik Sen
Publisher : Springer
ISBN 13 : 3642298605
Total Pages : 470 pages
Book Rating : 4.6/5 (422 download)

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Book Synopsis Runtime Verification by : Koushik Sen

Download or read book Runtime Verification written by Koushik Sen and published by Springer. This book was released on 2012-05-12 with total page 470 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the thoroughly refereed post-conference proceedings of the Second International Conference on Runtime Verification, RV 2011, held in San Francisco, USA, in September 2011. The 24 revised full papers presented together with 3 invited papers, 4 tutorials and 4 tool demonstrations were carefully reviewed and selected from 71 submissions. The papers are organized in topical sections on parallelism and deadlocks, malware detection, temporal constraints and concurrency bugs, sampling and specification conformance, real-time, software and hardware systems, memory transactions, tools; foundational techniques and multi-valued approaches.

Advances in Artificial Intelligence

Author : José M. Puerta
Publisher : Springer
ISBN 13 : 3319245988
Total Pages : 358 pages
Book Rating : 4.3/5 (192 download)

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Book Synopsis Advances in Artificial Intelligence by : José M. Puerta

Download or read book Advances in Artificial Intelligence written by José M. Puerta and published by Springer. This book was released on 2015-11-13 with total page 358 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 16th Conference of the Spanish Association for Artificial Intelligence, CAEPIA 2015, held in Albacete, Spain, in November 2015. The 31 revised full papers presented were carefully selected from 175 submissions. The papers are organized in topical sections on Bayesian networks and uncertainty modeling; fuzzy logic and soft computing; knowledge representation, reasoning, and logic; intelligent systems and environment; intelligent Web and recommender systems; machine learning and data mining; metaheuristics and evolutionary computation; and social robotics.

Advances in Artificial Intelligence

Author : Concha Bielza
Publisher : Springer
ISBN 13 : 3642406432
Total Pages : 418 pages
Book Rating : 4.6/5 (424 download)

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Book Synopsis Advances in Artificial Intelligence by : Concha Bielza

Download or read book Advances in Artificial Intelligence written by Concha Bielza and published by Springer. This book was released on 2013-09-18 with total page 418 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 15th Conference of the Spanish Association for Artificial Intelligence, CAEPIA 20013, held in Madrid, Spain, in September 2013. The 27 revised full papers presented were carefully selected from 66 submissions. The papers are organized in topical sections on Constraints, search and planning, intelligent Web and information retrieval, fuzzy systems, knowledge representation, reasoning and logic, machine learning, multiagent systems, multidisciplinary topics and applications, metaheuristics, uncertainty in artificial intelligence.

Predictive Approaches to Control of Complex Systems

Author : Gorazd Karer
Publisher : Springer
ISBN 13 : 3642339476
Total Pages : 261 pages
Book Rating : 4.6/5 (423 download)

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Book Synopsis Predictive Approaches to Control of Complex Systems by : Gorazd Karer

Download or read book Predictive Approaches to Control of Complex Systems written by Gorazd Karer and published by Springer. This book was released on 2012-09-20 with total page 261 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Computer Aided Verification

Author : Ganesh Gopalakrishnan
Publisher : Springer Science & Business Media
ISBN 13 : 3642221092
Total Pages : 778 pages
Book Rating : 4.6/5 (422 download)

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Book Synopsis Computer Aided Verification by : Ganesh Gopalakrishnan

Download or read book Computer Aided Verification written by Ganesh Gopalakrishnan and published by Springer Science & Business Media. This book was released on 2011-07-05 with total page 778 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 23rd International Conference on Computer Aided Verification, CAV 2011, held in Snowbird, UT, USA, in July 2011. The 35 revised full papers presented together with 20 tool papers were carefully reviewed and selected from 161 submissions. The papers are organized in topical sections on the following workshops: 4th International Workshop on Numerical Software Verification (NSV 2011), 10th International Workshop on Parallel and Distributed Methods in Verifications (PDMC 2011), 4th International Workshop on Exploiting Concurrency Efficiently and Correctly (EC2 2011), Frontiers in Analog Circuit Synthesis and Verification (FAC 2011), International Workshop on Satisfiability Modulo Theories, including SMTCOMP (SMT 2011), 18th International SPIN Workshop on Model Checking of Software (SPIN 2011), Formal Methods for Robotics and Automation (FM-R 2011), and Practical Synthesis for Concurrent Systems (PSY 2011).

An Introduction to Hybrid Dynamical Systems

Author : Arjan J. van der Schaft
Publisher : Springer
ISBN 13 : 1846285429
Total Pages : 189 pages
Book Rating : 4.8/5 (462 download)

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Book Synopsis An Introduction to Hybrid Dynamical Systems by : Arjan J. van der Schaft

Download or read book An Introduction to Hybrid Dynamical Systems written by Arjan J. van der Schaft and published by Springer. This book was released on 2007-10-03 with total page 189 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is about dynamical systems that are "hybrid" in the sense that they contain both continuous and discrete state variables. Recently there has been increased research interest in the study of the interaction between discrete and continuous dynamics. The present volume provides a first attempt in book form to bring together concepts and methods dealing with hybrid systems from various areas, and to look at these from a unified perspective. The authors have chosen a mode of exposition that is largely based on illustrative examples rather than on the abstract theorem-proof format because the systematic study of hybrid systems is still in its infancy. The examples are taken from many different application areas, ranging from power converters to communication protocols and from chaos to mathematical finance. Subjects covered include the following: definition of hybrid systems; description formats; existence and uniqueness of solutions; special subclasses (variable-structure systems, complementarity systems); reachability and verification; stability and stabilizability; control design methods. The book will be of interest to scientists from a wide range of disciplines including: computer science, control theory, dynamical system theory, systems modeling and simulation, and operations research.

Applications of Time Delay Systems

Author : John Chiasson
Publisher : Springer Science & Business Media
ISBN 13 : 354049555X
Total Pages : 355 pages
Book Rating : 4.5/5 (44 download)

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Book Synopsis Applications of Time Delay Systems by : John Chiasson

Download or read book Applications of Time Delay Systems written by John Chiasson and published by Springer Science & Business Media. This book was released on 2007-02-08 with total page 355 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides an update of the latest research in control of time delay systems and applications by world leading experts. It will appeal to engineers, researchers and students in Control.

H-infinity Control for Nonlinear Descriptor Systems

Author : He-Sheng Wang
Publisher : Springer Science & Business Media
ISBN 13 : 9781846282898
Total Pages : 182 pages
Book Rating : 4.2/5 (828 download)

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Book Synopsis H-infinity Control for Nonlinear Descriptor Systems by : He-Sheng Wang

Download or read book H-infinity Control for Nonlinear Descriptor Systems written by He-Sheng Wang and published by Springer Science & Business Media. This book was released on 2006-01-18 with total page 182 pages. Available in PDF, EPUB and Kindle. Book excerpt: The authors present a study of the H-infinity control problem and related topics for descriptor systems, described by a set of nonlinear differential-algebraic equations. They derive necessary and sufficient conditions for the existence of a controller solving the standard nonlinear H-infinity control problem considering both state and output feedback. One such condition for the output feedback control problem to be solvable is obtained in terms of Hamilton–Jacobi inequalities and a weak coupling condition; a parameterization of output feedback controllers solving the problem is also provided. All of these results are then specialized to the linear case. The derivation of state-space formulae for all controllers solving the standard H-infinity control problem for descriptor systems is proposed. Among other important topics covered are balanced realization, reduced-order controller design and mixed H2/H-infinity control. "H-infinity Control for Nonlinear Descriptor Systems" provides a comprehensive introduction and easy access to advanced topics.