Model Reference Robust Tuning Of Pid Controllers

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Model-Reference Robust Tuning of PID Controllers

Author : Victor M. Alfaro
Publisher : Springer
ISBN 13 : 3319282131
Total Pages : 202 pages
Book Rating : 4.3/5 (192 download)

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Book Synopsis Model-Reference Robust Tuning of PID Controllers by : Victor M. Alfaro

Download or read book Model-Reference Robust Tuning of PID Controllers written by Victor M. Alfaro and published by Springer. This book was released on 2016-04-16 with total page 202 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents a unified methodology for the design of PID controllers that encompasses the wide range of different dynamics to be found in industrial processes. This is extended to provide a coherent way of dealing with the tuning of PID controllers. The particular method at the core of the book is the so-called model-reference robust tuning (MoReRT), developed by the authors. MoReRT constitutes a novel and powerful way of thinking of a robust design and taking into account the usual design trade-offs encountered in any control design problem. The book starts by presenting the different two-degree-of-freedom PID control algorithm variations and their conversion relations as well as the indexes used for performance, robustness and fragility evaluation:the bases of the proposed model. Secondly, the MoReRT design methodology and normalized controlled process models and controllers used in the design are described in order to facilitate the formulation of the different design problems and subsequent derivation of tuning rules. Inlater chapters the application of MoReRT to over-damped, inverse-response, integrating and unstable processes is described. The book ends by presenting three possible extensions of the MoReRT methodology, thereby opening the door to new research developments. In this way, the book serves as a reference and source book for academic researchers who may also consider it as a stimulus for new ideas as well as for industrial practitioners and manufacturers of control systems who will find appropriate advanced solutions to many application problems.

Handbook of PI and PID Controller Tuning Rules

Author : Aidan O'Dwyer
Publisher : Imperial College Press
ISBN 13 : 186094910X
Total Pages : 564 pages
Book Rating : 4.8/5 (69 download)

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Book Synopsis Handbook of PI and PID Controller Tuning Rules by : Aidan O'Dwyer

Download or read book Handbook of PI and PID Controller Tuning Rules written by Aidan O'Dwyer and published by Imperial College Press. This book was released on 2006 with total page 564 pages. Available in PDF, EPUB and Kindle. Book excerpt: The vast majority of automatic controllers used to compensate industrial processes are of PI or PID type. This book comprehensively compiles, using a unified notation, tuning rules for these controllers proposed over the last seven decades (1935OCo2005). The tuning rules are carefully categorized and application information about each rule is given. The book discusses controller architecture and process modeling issues, as well as the performance and robustness of loops compensated with PI or PID controllers. This unique publication brings together in an easy-to-use format material previously published in a large number of papers and books. This wholly revised second edition extends the presentation of PI and PID controller tuning rules, for single variable processes with time delays, to include additional rules compiled since the first edition was published in 2003. Sample Chapter(s). Chapter 1: Introduction (17 KB). Contents: Controller Architecture; Tuning Rules for PI Controllers; Tuning Rules for PID Controllers; Performance and Robustness Issues in the Compensation of FOLPD Processes with PI and PID Controllers. Readership: Control engineering researchers in academia and industry with an interest in PID control and control engineering practitioners using PID controllers. The book also serves as a reference for postgraduate and undergraduate students."

Introduction to PID Controllers

Author : Rames C. Panda
Publisher : BoD – Books on Demand
ISBN 13 : 9533079274
Total Pages : 274 pages
Book Rating : 4.5/5 (33 download)

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Book Synopsis Introduction to PID Controllers by : Rames C. Panda

Download or read book Introduction to PID Controllers written by Rames C. Panda and published by BoD – Books on Demand. This book was released on 2012-02-29 with total page 274 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book discusses the theory, application, and practice of PID control technology. It is designed for engineers, researchers, students of process control, and industry professionals. It will also be of interest for those seeking an overview of the subject of green automation who need to procure single loop and multi-loop PID controllers and who aim for an exceptional, stable, and robust closed-loop performance through process automation. Process modeling, controller design, and analyses using conventional and heuristic schemes are explained through different applications here. The readers should have primary knowledge of transfer functions, poles, zeros, regulation concepts, and background. The following sections are covered: The Theory of PID Controllers and their Design Methods, Tuning Criteria, Multivariable Systems: Automatic Tuning and Adaptation, Intelligent PID Control, Discrete, Intelligent PID Controller, Fractional Order PID Controllers, Extended Applications of PID, and Practical Applications. A wide variety of researchers and engineers seeking methods of designing and analyzing controllers will create a heavy demand for this book: interdisciplinary researchers, real time process developers, control engineers, instrument technicians, and many more entities that are recognizing the value of shifting to PID controller procurement.

PID Controller Tuning Using the Magnitude Optimum Criterion

Author : Konstantinos G. Papadopoulos
Publisher : Springer
ISBN 13 : 3319072633
Total Pages : 303 pages
Book Rating : 4.3/5 (19 download)

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Book Synopsis PID Controller Tuning Using the Magnitude Optimum Criterion by : Konstantinos G. Papadopoulos

Download or read book PID Controller Tuning Using the Magnitude Optimum Criterion written by Konstantinos G. Papadopoulos and published by Springer. This book was released on 2014-11-01 with total page 303 pages. Available in PDF, EPUB and Kindle. Book excerpt: An instructive reference that will help control researchers and engineers, interested in a variety of industrial processes, to take advantage of a powerful tuning method for the ever-popular PID control paradigm. This monograph presents explicit PID tuning rules for linear control loops regardless of process complexity. It shows the reader how such loops achieve zero steady-position, velocity, and acceleration errors and are thus able to track fast reference signals. The theoretical development takes place in the frequency domain by introducing a general-transfer-function-known process model and by exploiting the principle of the magnitude optimum criterion. It is paralleled by the presentation of real industrial control loops used in electric motor drives. The application of the proposed tuning rules to a large class of processes shows that irrespective of the complexity of the controlled process the shape of the step and frequency response of the control loop exhibits a specific performance. This specific performance, along with the PID explicit solution, formulates the basis for developing an automatic tuning method for the PID controller parameters which is a problem often met in many industry applications—temperature, pH, and humidity control, ratio control in product blending, and boiler-drum level control, for example. The process of the model is considered unknown and controller parameters are tuned automatically such that the aforementioned performance is achieved. The potential both for the explicit tuning rules and the automatic tuning method is demonstrated using several examples for benchmark process models recurring frequently in many industry applications.

Handbook Of Pi And Pid Controller Tuning Rules (3rd Edition)

Author : Aidan O'dwyer
Publisher : World Scientific
ISBN 13 : 1908978775
Total Pages : 623 pages
Book Rating : 4.9/5 (89 download)

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Book Synopsis Handbook Of Pi And Pid Controller Tuning Rules (3rd Edition) by : Aidan O'dwyer

Download or read book Handbook Of Pi And Pid Controller Tuning Rules (3rd Edition) written by Aidan O'dwyer and published by World Scientific. This book was released on 2009-06-15 with total page 623 pages. Available in PDF, EPUB and Kindle. Book excerpt: The vast majority of automatic controllers used to compensate industrial processes are PI or PID type. This book comprehensively compiles, using a unified notation, tuning rules for these controllers proposed from 1935 to 2008. The tuning rules are carefully categorized and application information about each rule is given. The book discusses controller architecture and process modeling issues, as well as the performance and robustness of loops compensated with PI or PID controllers. This unique publication brings together in an easy-to-use format material previously published in a large number of papers and books.This wholly revised third edition extends the presentation of PI and PID controller tuning rules, for single variable processes with time delays, to include additional rules compiled since the second edition was published in 2006./a

Industrial PID Controller Tuning

Author : José David Rojas
Publisher : Springer Nature
ISBN 13 : 3030723119
Total Pages : 158 pages
Book Rating : 4.0/5 (37 download)

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Book Synopsis Industrial PID Controller Tuning by : José David Rojas

Download or read book Industrial PID Controller Tuning written by José David Rojas and published by Springer Nature. This book was released on 2021-05-22 with total page 158 pages. Available in PDF, EPUB and Kindle. Book excerpt: Industrial PID Controller Tuning presents a different view of the servo/regulator compromise that has been studied for a long time in industrial control research. Optimal tuning generally involves comparison of cost functions (e.g., a quadratic function of the error or a time-weighted absolute value of the error) but without taking advantage of available multi-objective optimization methods. The book does make use of multi-objective optimization to account for several sources of disturbance, applying them to a more realistic problem: how to select the tuning of a controller when both servo and regulator responses are important. The authors review the different deterministic multi-objective optimization methods. In order to ameliorate the consequences of the computational expense typically involved in their use—specifically the generation of multiple solutions among which the control engineer still has to choose—algorithms for two-degree-of-freedom PID control are implemented in MATLAB®. MATLAB code and a MATLAB-compatible program are provided for download and will help readers to adapt the ideas presented in the text for use in their own systems. Further practical guidance is offered by the inclusion of several examples of common industrial processes amenable to the use of the authors’ methods. Researchers interested in non-heuristic approaches to controller tuning or in decision-making after a Pareto set has been established and graduate students interested in beginning a career working with PID control and/or industrial controller tuning will find this book a valuable reference and source of ideas. Advances in Industrial Control reports and encourages the transfer of technology in control engineering. The rapid development of control technology has an impact on all areas of the control discipline. The series offers an opportunity for researchers to present an extended exposition of new work in all aspects of industrial control.

PID Control for Industrial Processes

Author : Mohammad Shamsuzzoha
Publisher : BoD – Books on Demand
ISBN 13 : 1789237009
Total Pages : 220 pages
Book Rating : 4.7/5 (892 download)

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Book Synopsis PID Control for Industrial Processes by : Mohammad Shamsuzzoha

Download or read book PID Control for Industrial Processes written by Mohammad Shamsuzzoha and published by BoD – Books on Demand. This book was released on 2018-09-12 with total page 220 pages. Available in PDF, EPUB and Kindle. Book excerpt: PID Control for Industrial Processes presents a clear, multidimensional representation of proportional - integral - derivative (PID) control for both students and specialists working in the area of PID control. It mainly focuses on the theory and application of PID control in industrial processes. It incorporates recent developments in PID control technology in industrial practice. Emphasis has been given to finding the best possible approach to develop a simple and optimal solution for industrial users. This book includes several chapters that cover a broad range of topics and priority has been given to subjects that cover real-world examples and case studies. The book is focused on approaches for controller tuning, i.e., method bases on open-loop plant tests and closed-loop experiments.

PID Tuning

Author : Salvador Alcántara Cano
Publisher : CRC Press
ISBN 13 : 1000208508
Total Pages : 138 pages
Book Rating : 4.0/5 (2 download)

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Book Synopsis PID Tuning by : Salvador Alcántara Cano

Download or read book PID Tuning written by Salvador Alcántara Cano and published by CRC Press. This book was released on 2020-11-19 with total page 138 pages. Available in PDF, EPUB and Kindle. Book excerpt: The PID controller is the most common option in the realm of control applications and is dominant in the process control industry. Among the related analytical methods, Internal Model Control (IMC) has gained remarkable industrial acceptance due to its robust nature and good set-point responses. However, the traditional application of IMC results in poor load disturbance rejection for lag-dominant and integrating plants. This book presents an IMC-like design method which avoids this common pitfall and is devised to work well for plants of modest complexity, for which analytical PID tuning is plausible. For simplicity, the design only focuses on the closed-loop sensitivity function, including formulations for the H∞ and H2 norms. Aimed at graduate students and researchers in control engineering, this book: Considers both the robustness/performance and the servo/regulation trade-offs Presents a systematic, optimization-based approach, ultimately leading to well-motivated, model-based, and analytically derived tuning rules Shows how to tune PID controllers in a unified way, encompassing stable, integrating, and unstable processes Finds in the Weighted Sensitivity Problem the sweet spot of robust, optimal, and PID control Provides a common analytical framework that generalizes existing tuning proposals

Information Technology and Systems

Author : Álvaro Rocha
Publisher : Springer Nature
ISBN 13 : 3030962938
Total Pages : 715 pages
Book Rating : 4.0/5 (39 download)

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Book Synopsis Information Technology and Systems by : Álvaro Rocha

Download or read book Information Technology and Systems written by Álvaro Rocha and published by Springer Nature. This book was released on 2022-03-01 with total page 715 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is composed by the papers written in English and accepted for presentation and discussion at The 2022 International Conference on Information Technology & Systems (ICITS'22), held at Tecnológico de Costa Rica, in San Carlos, Costa Rica, between the 9th and the 11th of February 2022. ICIST is a global forum for researchers and practitioners to present and discuss recent findings and innovations, current trends, professional experiences and challenges of modern information technology and systems research, together with their technological development and applications. The main topics covered are: information and knowledge management; organizational models and information systems; software and systems modelling; software systems, architectures, applications and tools; multimedia systems and applications; computer networks, mobility and pervasive systems; intelligent and decision support systems; big data analytics and applications; human–computer interaction; ethics, computers & security; health informatics; information technologies in education, and Media, Applied Technology and Communication.

PID Control System Design and Automatic Tuning using MATLAB/Simulink

Author : Liuping Wang
Publisher : John Wiley & Sons
ISBN 13 : 1119469341
Total Pages : 366 pages
Book Rating : 4.1/5 (194 download)

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Book Synopsis PID Control System Design and Automatic Tuning using MATLAB/Simulink by : Liuping Wang

Download or read book PID Control System Design and Automatic Tuning using MATLAB/Simulink written by Liuping Wang and published by John Wiley & Sons. This book was released on 2020-04-20 with total page 366 pages. Available in PDF, EPUB and Kindle. Book excerpt: Covers PID control systems from the very basics to the advanced topics This book covers the design, implementation and automatic tuning of PID control systems with operational constraints. It provides students, researchers, and industrial practitioners with everything they need to know about PID control systems—from classical tuning rules and model-based design to constraints, automatic tuning, cascade control, and gain scheduled control. PID Control System Design and Automatic Tuning using MATLAB/Simulink introduces PID control system structures, sensitivity analysis, PID control design, implementation with constraints, disturbance observer-based PID control, gain scheduled PID control systems, cascade PID control systems, PID control design for complex systems, automatic tuning and applications of PID control to unmanned aerial vehicles. It also presents resonant control systems relevant to many engineering applications. The implementation of PID control and resonant control highlights how to deal with operational constraints. Provides unique coverage of PID Control of unmanned aerial vehicles (UAVs), including mathematical models of multi-rotor UAVs, control strategies of UAVs, and automatic tuning of PID controllers for UAVs Provides detailed descriptions of automatic tuning of PID control systems, including relay feedback control systems, frequency response estimation, Monte-Carlo simulation studies, PID controller design using frequency domain information, and MATLAB/Simulink simulation and implementation programs for automatic tuning Includes 15 MATLAB/Simulink tutorials, in a step-by-step manner, to illustrate the design, simulation, implementation and automatic tuning of PID control systems Assists lecturers, teaching assistants, students, and other readers to learn PID control with constraints and apply the control theory to various areas. Accompanying website includes lecture slides and MATLAB/ Simulink programs PID Control System Design and Automatic Tuning using MATLAB/Simulink is intended for undergraduate electrical, chemical, mechanical, and aerospace engineering students, and will greatly benefit postgraduate students, researchers, and industrial personnel who work with control systems and their applications.

PID Control in the Third Millennium

Author : Ramon Vilanova
Publisher : Springer Science & Business Media
ISBN 13 : 1447124243
Total Pages : 600 pages
Book Rating : 4.4/5 (471 download)

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Book Synopsis PID Control in the Third Millennium by : Ramon Vilanova

Download or read book PID Control in the Third Millennium written by Ramon Vilanova and published by Springer Science & Business Media. This book was released on 2012-02-05 with total page 600 pages. Available in PDF, EPUB and Kindle. Book excerpt: The early 21st century has seen a renewed interest in research in the widely-adopted proportional-integral-differential (PID) form of control. PID Control in the Third Millennium provides an overview of the advances made as a result. Featuring: new approaches for controller tuning; control structures and configurations for more efficient control; practical issues in PID implementation; and non-standard approaches to PID including fractional-order, event-based, nonlinear, data-driven and predictive control; the nearly twenty chapters provide a state-of-the-art resumé of PID controller theory, design and realization. Each chapter has specialist authorship and ideas clearly characterized from both academic and industrial viewpoints. PID Control in the Third Millennium is of interest to academics requiring a reference for the current state of PID-related research and a stimulus for further inquiry. Industrial practitioners and manufacturers of control systems with application problems relating to PID will find this to be a practical source of appropriate and advanced solutions.

Cyber-Physical Systems: Modelling and Industrial Application

Author : Alla G. Kravets
Publisher : Springer Nature
ISBN 13 : 3030951200
Total Pages : 338 pages
Book Rating : 4.0/5 (39 download)

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Book Synopsis Cyber-Physical Systems: Modelling and Industrial Application by : Alla G. Kravets

Download or read book Cyber-Physical Systems: Modelling and Industrial Application written by Alla G. Kravets and published by Springer Nature. This book was released on 2022-03-26 with total page 338 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book discusses the open questions regarding the modelling of cyber-physical systems and their application in different industries. The industry needs new approaches to improve its competitiveness. The concept of cyber-physical systems supports such changes, with the need to find new modelling tools becoming a key challenge. The book contains five-section covering the following topics: cyber-physical systems modelling, IoT and signal processing, cyber-physical systems intelligent control, cyber-physical systems industrial implementation and the production of the new material for cyber-physical systems. These approaches, on the one hand, should ensure the execution of current business processes, and on the other hand, ensure a quick speed of reactions to changes. The target audience of the book are practitioners, enterprises representatives, scientists, PhD and Master students who perform scientific research on modelling and industrial application of cyber-physical systems.

Relay Tuning of PID Controllers

Author : M. Chidambaram
Publisher : Springer
ISBN 13 : 9811077274
Total Pages : 223 pages
Book Rating : 4.8/5 (11 download)

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Book Synopsis Relay Tuning of PID Controllers by : M. Chidambaram

Download or read book Relay Tuning of PID Controllers written by M. Chidambaram and published by Springer. This book was released on 2018-02-09 with total page 223 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents comprehensive information on the relay auto-tuning method for unstable systems in process control industries, and introduces a new, refined Ziegler-Nichols method for designing controllers for unstable systems. The relay auto-tuning method is intended to assist graduate students in chemical, electrical, electronics and instrumentation engineering who are engaged in advanced process control. The book’s main focus is on developing a controller tuning method for scalar and multivariable systems, particularly for unstable processes. It proposes a much simpler technique, avoiding the shortcomings of the popular relay-tuning method. The effects of higher-order harmonics are incorporated, owing to the shape of output waveforms. In turn, the book demonstrates the applicability and effectiveness of the Ziegler-Nichols method through simulations on a number of linear and non-linear unstable systems, confirming that it delivers better performance and robust stability in the presence of uncertainty. The proposed method can also be easily implemented across industries with the help of various auto-tuners available on the market. Offering a professional and modern perspective on profitably and efficiently automating controller tuning, the book will be of interest to graduate students, researchers, and industry professionals alike.

Fractional-order Systems and PID Controllers

Author : Kishore Bingi
Publisher : Springer Nature
ISBN 13 : 3030339343
Total Pages : 256 pages
Book Rating : 4.0/5 (33 download)

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Book Synopsis Fractional-order Systems and PID Controllers by : Kishore Bingi

Download or read book Fractional-order Systems and PID Controllers written by Kishore Bingi and published by Springer Nature. This book was released on 2019-10-31 with total page 256 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents a detailed study on fractional-order, set-point, weighted PID control strategies and the development of curve-fitting-based approximation techniques for fractional-order parameters. Furthermore, in all the cases, it includes the Scilab-based commands and functions for easy implementation and better understanding, and to appeal to a wide range of readers working with the software. The presented Scilab-based toolbox is the first toolbox for fractional-order systems developed in open-source software. The toolboxes allow time and frequency domains as well as stability analysis of the fractional-order systems and controllers. The book also provides real-time examples of the control of process plants using the developed fractional-order based PID control strategies and the approximation techniques. The book is of interest to readers in the areas of fractional-order controllers, approximation techniques, process modeling, control, and optimization, both in industry and academia. In industry, the book is particularly valuable in the areas of research and development (R&D) as well as areas where PID controllers suffice – and it should be noted that around 80% of low-level controllers in industry are PID based. The book is also useful where conventional PIDs are constrained, such as in industries where long-term delay and non-linearity are present. Here it can be used for the design of controllers for real-time processes. The book is also a valuable teaching and learning resource for undergraduate and postgraduate students.

PID Control

Author : Michael A Johnson
Publisher : Springer Science & Business Media
ISBN 13 : 1846281482
Total Pages : 559 pages
Book Rating : 4.8/5 (462 download)

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Book Synopsis PID Control by : Michael A Johnson

Download or read book PID Control written by Michael A Johnson and published by Springer Science & Business Media. This book was released on 2005-12-28 with total page 559 pages. Available in PDF, EPUB and Kindle. Book excerpt: The effectiveness of proportional-integral-derivative (PID) controllers for a large class of process systems has ensured their continued and widespread use in industry. Similarly there has been a continued interest from academia in devising new ways of approaching the PID tuning problem. To the industrial engineer and many control academics this work has previously appeared fragmented; but a key determinant of this literature is the type of process model information used in the PID tuning methods. PID Control presents a set of coordinated contributions illustrating methods, old and new, that cover the range of process model assumptions systematically. After a review of PID technology, these contributions begin with model-free methods, progress through non-parametric model methods (relay experiment and phase-locked-loop procedures), visit fuzzy-logic- and genetic-algorithm-based methods; introduce a novel subspace identification method before closing with an interesting set of parametric model techniques including a chapter on predictive PID controllers. Highlights of PID Control include: an introduction to PID control technology features and typical industrial implementations; chapter contributions ordered by the increasing quality of the model information used; novel PID control concepts for multivariable processes. PID Control will be useful to industry-based engineers wanting a better understanding of what is involved in the steps to a new generation of PID controller techniques. Academics wishing to have a broader perspective of PID control research and development will find useful pedagogical material and research ideas in this text.

Recent Research in Control Engineering and Decision Making

Author : Olga Dolinina
Publisher : Springer Nature
ISBN 13 : 3030652831
Total Pages : 669 pages
Book Rating : 4.0/5 (36 download)

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Book Synopsis Recent Research in Control Engineering and Decision Making by : Olga Dolinina

Download or read book Recent Research in Control Engineering and Decision Making written by Olga Dolinina and published by Springer Nature. This book was released on 2020-12-01 with total page 669 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the full research papers and short monographs developed on the base of the refereed proceedings of the International Conference: Information and Communication Technologies for Research and Industry (ICIT 2020). The book brings accepted research papers which present mathematical modelling, innovative approaches and methods of solving problems in the sphere of control engineering and decision making for the various fields of studies: industry and research, energy efficiency and sustainability, ontology-based data simulation, theory and use of digital signal processing, cognitive systems, robotics, cybernetics, automation control theory, image and sound processing, image recognition, technologies, and computer vision. The book contains also several analytical reviews on using smart city technologies in Russia. The central audience of the book are researchers, industrial practitioners and students from the following areas: Adaptive Systems, Human–Robot Interaction, Artificial Intelligence, Smart City and Internet of Things, Information Systems, Mathematical Modelling, and the Information Sciences.

Cyber-Physical Systems: Industry 4.0 Challenges

Author : Alla G. Kravets
Publisher : Springer Nature
ISBN 13 : 3030326489
Total Pages : 340 pages
Book Rating : 4.0/5 (33 download)

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Book Synopsis Cyber-Physical Systems: Industry 4.0 Challenges by : Alla G. Kravets

Download or read book Cyber-Physical Systems: Industry 4.0 Challenges written by Alla G. Kravets and published by Springer Nature. This book was released on 2019-11-01 with total page 340 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents new findings in industrial cyber-physical system design and control for various domains, as well as their social and economic impacts on society. Industry 4.0 requires new approaches in the context of secure connections, control, and maintenance of cyber-physical systems as well as enhancing their interaction with humans. The book focuses on open issues of cyber-physical system control and its usage, discussing implemented breakthrough systems, models, programs, and methods that could be used in industrial processes for the control, condition assessment, diagnostics, prognostication, and proactive maintenance of cyber-physical systems. Further, it addresses the topic of ensuring the cybersecurity of industrial cyber-physical systems and proposes new, reliable solutions. The authors also examine the impact of university courses on the performance of industrial complexes, and the organization of education for the development of cyber-physical systems. The book is intended for practitioners, enterprise representatives, scientists, students, and Ph.D. and master’s students conducting research in the area of cyber-physical system development and implementation in various domains.