Estimation And Control Of Large Scale Networked Systems

Author : Tong Zhou,Keyou You,Li Tao
Publisher : Butterworth-Heinemann
Page : 498 pages
File Size : 49,6 Mb
Release : 2018-06-13
Category : Technology & Engineering
ISBN : 9780128092217

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Estimation and Control of Large-Scale Networked Systems by Tong Zhou,Keyou You,Li Tao Pdf

Estimation and Control of Large Scale Networked Systems is the first book that systematically summarizes results on large-scale networked systems. In addition, the book also summarizes the most recent results on structure identification of a networked system, attack identification and prevention. Readers will find the necessary mathematical knowledge for studying large-scale networked systems, as well as a systematic description of the current status of this field, the features of these systems, difficulties in dealing with state estimation and controller design, and major achievements. Numerical examples in chapters provide strong application backgrounds and/or are abstracted from actual engineering problems, such as gene regulation networks and electricity power systems. This book is an ideal resource for researchers in the field of systems and control engineering. Provides necessary mathematical knowledge for studying large scale networked systems Introduces new features for filter and control design of networked control systems Summarizes the most recent results on structural identification of a networked system, attack identification and prevention

Author : Alessandro Chiuso,Luigi Fortuna,Mattia Frasca,Alessandro Rizzo,Luca Schenato,Sandro Zampieri
Publisher : Springer Science & Business Media
Page : 246 pages
File Size : 40,9 Mb
Release : 2009-09-02
Category : Technology & Engineering
ISBN : 9783642031984

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Modelling, Estimation and Control of Networked Complex Systems by Alessandro Chiuso,Luigi Fortuna,Mattia Frasca,Alessandro Rizzo,Luca Schenato,Sandro Zampieri Pdf

The paradigm of complexity is pervading both science and engineering, le- ing to the emergence of novel approaches oriented at the development of a systemic view of the phenomena under study; the de?nition of powerful tools for modelling, estimation, and control; and the cross-fertilization of di?erent disciplines and approaches. One of the most promising paradigms to cope with complexity is that of networked systems. Complex, dynamical networks are powerful tools to model, estimate, and control many interesting phenomena, like agent coordination, synch- nization, social and economics events, networks of critical infrastructures, resourcesallocation,informationprocessing,controlovercommunicationn- works, etc. Advances in this ?eld are highlighting approaches that are more and more oftenbasedondynamicalandtime-varyingnetworks,i.e.networksconsisting of dynamical nodes with links that can change over time. Moreover, recent technological advances in wireless communication and decreasing cost and size of electronic devices are promoting the appearance of large inexpensive interconnected systems, each with computational, sensing and mobile ca- bilities. This is fostering the development of many engineering applications, which exploit the availability of these systems of systems to monitor and control very large-scale phenomena with ?ne resolution.

Author : Alexey S. Matveev,Andrey V. Savkin
Publisher : Springer Science & Business Media
Page : 540 pages
File Size : 46,8 Mb
Release : 2009-04-05
Category : Technology & Engineering
ISBN : 9780817646073

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Estimation and Control over Communication Networks by Alexey S. Matveev,Andrey V. Savkin Pdf

This book presents a systematic theory of estimation and control over communication networks. It develops a theory that utilizes communications, control, information and dynamical systems theory motivated and applied to advanced networking scenarios. The book establishes theoretically rich and practically important connections among modern control theory, Shannon information theory, and entropy theory of dynamical systems originated in the work of Kolmogorov. This self-contained monograph covers the latest achievements in the area. It contains many real-world applications and the presentation is accessible.

Author : Hong Lin,Hongye Su,Peng Shi,Zhan Shu,Zheng-Guang Wu
Publisher : Springer
Page : 188 pages
File Size : 51,8 Mb
Release : 2016-09-21
Category : Technology & Engineering
ISBN : 9783319442129

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Estimation and Control for Networked Systems with Packet Losses without Acknowledgement by Hong Lin,Hongye Su,Peng Shi,Zhan Shu,Zheng-Guang Wu Pdf

This book discusses recent advances in the estimation and control of networked systems with unacknowledged packet losses: systems usually known as user-datagram-protocol-like. It presents both the optimal and sub-optimal solutions in the form of algorithms, which are designed to be implemented easily by computer routines. It also provides MATLAB® routines for the key algorithms. It shows how these methods and algorithms can solve estimation and control problems effectively, and identifies potential research directions and ideas to help readers grasp the field more easily. The novel auxiliary estimator method, which is able to deal with estimators that consist of exponentially increasing terms, is developed to analyze the stability and convergence of the optimal estimator. The book also explores the structure and solvability of the optimal control, i.e. linear quadratic Gaussian control. It develops various sub-optimal but efficient solutions for estimation and control for industrial and practical applications, and analyzes their stability and performance. This is a valuable resource for researchers studying networked control systems, especially those related to non-TCP-like networks. The practicality of the ideas included makes it useful for engineers working with networked control.

Author : Shaoyuan Li,Yi Zheng,Binqiang Xue
Publisher : Springer Nature
Page : 273 pages
File Size : 41,7 Mb
Release : 2023-06-30
Category : Technology & Engineering
ISBN : 9789819902682

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Intelligent Optimal Control for Distributed Industrial Systems by Shaoyuan Li,Yi Zheng,Binqiang Xue Pdf

This book focuses on the distributed control and estimation of large-scale networked distributed systems and the approach of distributed model predictive and moving horizon estimation. Both principles and engineering practice have been addressed, with more weight placed on engineering practice. This is achieved by providing an in-depth study on several major topics such as the state estimation and control design for the networked system with considering time-delay, data-drop, etc., Distributed MPC design for improving the performance of the overall networked system, which includes several classic strategies for different scenarios, details of the application of the distributed model predictive control to smart grid system and distributed water network. The comprehensive and systematic treatment of theoretical and practical issues in distributed MPC for networked systems is one of the major features of the book, which is particularly suited for readers who are interested to learn practical solutions in distributed estimation and optimization of distributed networked systems. The book benefits researchers, engineers, and graduate students in the fields of chemical engineering, control theory and engineering, electrical and electronic engineering, chemical engineering, and computer engineering, etc.

Author : Alexandre Seuret,Laurentiu Hetel,Jamal Daafouz,Karl H. Johansson
Publisher : Springer
Page : 272 pages
File Size : 44,7 Mb
Release : 2016-06-07
Category : Technology & Engineering
ISBN : 9783319323725

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Delays and Networked Control Systems by Alexandre Seuret,Laurentiu Hetel,Jamal Daafouz,Karl H. Johansson Pdf

This edited monograph includes state-of-the-art contributions on continuous time dynamical networks with delays. The book is divided into four parts. The first part presents tools and methods for the analysis of time-delay systems with a particular attention on control problems of large scale or infinite-dimensional systems with delays. The second part of the book is dedicated to the use of time-delay models for the analysis and design of Networked Control Systems. The third part of the book focuses on the analysis and design of systems with asynchronous sampling intervals which occur in Networked Control Systems. The last part of the book exposes several contributions dealing with the design of cooperative control and observation laws for networked control systems. The target audience primarily comprises researchers and experts in the field of control theory, but the book may also be beneficial for graduate students.

Author : María Guinaldo Losada,Francisco Rodríguez Rubio,Sebastián Dormido Bencomo
Publisher : Springer
Page : 339 pages
File Size : 42,9 Mb
Release : 2015-09-08
Category : Technology & Engineering
ISBN : 9783319212999

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Asynchronous Control for Networked Systems by María Guinaldo Losada,Francisco Rodríguez Rubio,Sebastián Dormido Bencomo Pdf

This book sheds light on networked control systems; it describes different techniques for asynchronous control, moving away from the periodic actions of classical control, replacing them with state-based decisions and reducing the frequency with which communication between subsystems is required. The text focuses specially on event-based control. Split into two parts, Asynchronous Control for Networked Systems begins by addressing the problems of single-loop networked control systems, laying out various solutions which include two alternative model-based control schemes (anticipatory and predictive) and the use of H2/H∞ robust control to deal with network delays and packet losses. Results on self-triggering and send-on-delta sampling are presented to reduce the need for feedback in the loop. In Part II, the authors present solutions for distributed estimation and control. They deal first with reliable networks and then extend their results to scenarios in which delays and packet losses may occur. The novel results presented in Asynchronous Control for Networked Systems are transmitted in a concise and clear style supported by simulation and experimental examples. Some applications are also provided. Academic researchers and graduate students investigating control theory, control engineering and computer communications systems can use this monograph to learn how asynchronous control helps tackle the problems of networked systems in centralized and distributed schemes. Control practitioners at work in power systems, vehicle coordination and traffic networks will also find this book helpful in improving the performance of their systems.

Author : Alberto Bemporad,Maurice Heemels,Mikael Vejdemo-Johansson
Publisher : Springer Science & Business Media
Page : 373 pages
File Size : 46,9 Mb
Release : 2010-10-14
Category : Mathematics
ISBN : 9780857290328

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Networked Control Systems by Alberto Bemporad,Maurice Heemels,Mikael Vejdemo-Johansson Pdf

This book nds its origin in the WIDE PhD School on Networked Control Systems, which we organized in July 2009 in Siena, Italy. Having gathered experts on all the aspects of networked control systems, it was a small step to go from the summer school to the book, certainly given the enthusiasm of the lecturers at the school. We felt that a book collecting overviewson the important developmentsand open pr- lems in the eld of networked control systems could stimulate and support future research in this appealing area. Given the tremendouscurrentinterests in distributed control exploiting wired and wireless communication networks, the time seemed to be right for the book that lies now in front of you. The goal of the book is to set out the core techniques and tools that are ava- able for the modeling, analysis and design of networked control systems. Roughly speaking, the book consists of three parts. The rst part presents architectures for distributed control systems and models of wired and wireless communication n- works. In particular, in the rst chapter important technological and architectural aspects on distributed control systems are discussed. The second chapter provides insight in the behavior of communication channels in terms of delays, packet loss and information constraints leading to suitable modeling paradigms for commu- cation networks.

Author : Abhinav Kumar Singh,Bikash C. Pal
Publisher : Academic Press
Page : 262 pages
File Size : 48,6 Mb
Release : 2018-10-04
Category : Technology & Engineering
ISBN : 9780128140062

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Dynamic Estimation and Control of Power Systems by Abhinav Kumar Singh,Bikash C. Pal Pdf

Dynamic estimation and control is a fast growing and widely researched field of study that lays the foundation for a new generation of technologies that can dynamically, adaptively and automatically stabilize power systems. This book provides a comprehensive introduction to research techniques for real-time estimation and control of power systems. Dynamic Estimation and Control of Power Systems coherently and concisely explains key concepts in a step by step manner, beginning with the fundamentals and building up to the latest developments of the field. Each chapter features examples to illustrate the main ideas, and effective research tools are presented for signal processing-based estimation of the dynamic states and subsequent control, both centralized and decentralized, as well as linear and nonlinear. Detailed mathematical proofs are included for readers who desire a deeper technical understanding of the methods. This book is an ideal research reference for engineers and researchers working on monitoring and stability of modern grids, as well as postgraduate students studying these topics. It serves to deliver a clear understanding of the tools needed for estimation and control, while also acting as a basis for readers to further develop new and improved approaches in their own research. Offers the first concise, single resource on dynamic estimation and control of power systems Provides both an understanding of estimation and control concepts and a comparison of results Includes detailed case-studies, including MATLAB codes, to explain and demonstrate the concepts presented

Author : Hong Lin,Hongye Su,Peng Shi,Zhan Shu,Zheng-Guang Wu
Publisher : Unknown
Page : 188 pages
File Size : 43,7 Mb
Release : 2017
Category : Mathematical optimization
ISBN : 3319442139

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Estimation and Control for Networked Systems with Packet Losses Without Acknowledgement by Hong Lin,Hongye Su,Peng Shi,Zhan Shu,Zheng-Guang Wu Pdf

Author : Eloy Garcia,Panos J. Antsaklis,Luis A. Montestruque
Publisher : Springer
Page : 382 pages
File Size : 40,8 Mb
Release : 2014-08-08
Category : Science
ISBN : 9783319078038

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Model-Based Control of Networked Systems by Eloy Garcia,Panos J. Antsaklis,Luis A. Montestruque Pdf

This monograph introduces a class of networked control systems (NCS) called model-based networked control systems (MB-NCS) and presents various architectures and control strategies designed to improve the performance of NCS. The overall performance of NCS considers the appropriate use of network resources, particularly network bandwidth, in conjunction with the desired response of the system being controlled. The book begins with a detailed description of the basic MB-NCS architecture that provides stability conditions in terms of state feedback updates. It also covers typical problems in NCS such as network delays, network scheduling, and data quantization, as well as more general control problems such as output feedback control, nonlinear systems stabilization, and tracking control. Key features and topics include: Time-triggered and event-triggered feedback updates Stabilization of uncertain systems subject to time delays, quantization, and extended absence of feedback Optimal control analysis and design of model-based networked systems Parameter identification and adaptive stabilization of systems controlled over networks The MB-NCS approach to decentralized control of distributed systems Model-Based Control of Networked Systems will appeal to researchers, practitioners, and graduate students interested in the control of networked systems, distributed systems, and systems with limited feedback.

Author : Spyros G. Tzafestas
Publisher : CRC Press
Page : 412 pages
File Size : 48,5 Mb
Release : 2020-08-18
Category : Technology & Engineering
ISBN : 9781000147988

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Stochastic Large-Scale Engineering Systems by Spyros G. Tzafestas Pdf

This book focuses on the class of large-scale stochastic systems, which has dominated the attention of many academic and research groups. It discusses distributed-sensor networks, decentralized detection theory, and econometric models with integrated and decentralized policymakers.

Author : Tamer Başar
Publisher : Springer
Page : 618 pages
File Size : 41,7 Mb
Release : 2018-12-14
Category : Science
ISBN : 9783030046309

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Uncertainty in Complex Networked Systems by Tamer Başar Pdf

The chapters in this volume, and the volume itself, celebrate the life and research of Roberto Tempo, a leader in the study of complex networked systems, their analysis and control under uncertainty, and robust designs. Contributors include authorities on uncertainty in systems, robustness, networked and network systems, social networks, distributed and randomized algorithms, and multi-agent systems—all fields that Roberto Tempo made vital contributions to. Additionally, at least one author of each chapter was a research collaborator of Roberto Tempo’s. This volume is structured in three parts. The first covers robustness and includes topics like time-invariant uncertainties, robust static output feedback design, and the uncertainty quartet. The second part is focused on randomization and probabilistic methods, which covers topics such as compressive sensing, and stochastic optimization. Finally, the third part deals with distributed systems and algorithms, and explores matters involving mathematical sociology, fault diagnoses, and PageRank computation. Each chapter presents exposition, provides new results, and identifies fruitful future directions in research. This book will serve as a valuable reference volume to researchers interested in uncertainty, complexity, robustness, optimization, algorithms, and networked systems.

Author : Joe H. Chow,Felix F. Wu,James A. Momoh
Publisher : Springer Science & Business Media
Page : 345 pages
File Size : 44,5 Mb
Release : 2006-06-03
Category : Technology & Engineering
ISBN : 9780387234717

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Applied Mathematics for Restructured Electric Power Systems by Joe H. Chow,Felix F. Wu,James A. Momoh Pdf

Applied Mathematics for Restructured Electric Power Systems: Optimization, Control, and Computational Intelligence consists of chapters based on work presented at a National Science Foundation workshop organized in November 2003. The theme of the workshop was the use of applied mathematics to solve challenging power system problems. The areas included control, optimization, and computational intelligence. In addition to the introductory chapter, this book includes 12 chapters written by renowned experts in their respected fields. Each chapter follows a three-part format: (1) a description of an important power system problem or problems, (2) the current practice and/or particular research approaches, and (3) future research directions. Collectively, the technical areas discussed are voltage and oscillatory stability, power system security margins, hierarchical and decentralized control, stability monitoring, embedded optimization, neural network control with adaptive critic architecture, control tuning using genetic algorithms, and load forecasting and component prediction. This volume is intended for power systems researchers and professionals charged with solving electric and power system problems.

Author : José M. Maestre,Rudy R. Negenborn
Publisher : Springer Science & Business Media
Page : 601 pages
File Size : 52,5 Mb
Release : 2013-11-10
Category : Technology & Engineering
ISBN : 9789400770065

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Distributed Model Predictive Control Made Easy by José M. Maestre,Rudy R. Negenborn Pdf

The rapid evolution of computer science, communication, and information technology has enabled the application of control techniques to systems beyond the possibilities of control theory just a decade ago. Critical infrastructures such as electricity, water, traffic and intermodal transport networks are now in the scope of control engineers. The sheer size of such large-scale systems requires the adoption of advanced distributed control approaches. Distributed model predictive control (MPC) is one of the promising control methodologies for control of such systems. This book provides a state-of-the-art overview of distributed MPC approaches, while at the same time making clear directions of research that deserve more attention. The core and rationale of 35 approaches are carefully explained. Moreover, detailed step-by-step algorithmic descriptions of each approach are provided. These features make the book a comprehensive guide both for those seeking an introduction to distributed MPC as well as for those who want to gain a deeper insight in the wide range of distributed MPC techniques available.