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Distributed Model Predictive Control for Plant-Wide Systems

2017-05-02 Science
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Release : 2017-05-02
Genre : Science
Kind : eBook
Book Rating : 593/5 ( reviews)

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Book Synopsis Distributed Model Predictive Control for Plant-Wide Systems by : Shaoyuan Li

Download or read book Distributed Model Predictive Control for Plant-Wide Systems written by Shaoyuan Li. This book was released on 2017-05-02. Available in PDF, EPUB and Kindle. Book excerpt: DISTRIBUTED MODEL PREDICTIVE CONTROL FOR PLANT-WIDE SYSTEMS In this book, experienced researchers gave a thorough explanation of distributed model predictive control (DMPC): its basic concepts, technologies, and implementation in plant-wide systems. Known for its error tolerance, high flexibility, and good dynamic performance, DMPC is a popular topic in the control field and is widely applied in many industries. To efficiently design DMPC systems, readers will be introduced to several categories of coordinated DMPCs, which are suitable for different control requirements, such as network connectivity, error tolerance, performance of entire closed-loop systems, and calculation of speed. Various real-life industrial applications, theoretical results, and algorithms are provided to illustrate key concepts and methods, as well as to provide solutions to optimize the global performance of plant-wide systems. Features system partition methods, coordination strategies, performance analysis, and how to design stabilized DMPC under different coordination strategies. Presents useful theories and technologies that can be used in many different industrial fields, examples include metallurgical processes and high-speed transport. Reflects the authors’ extensive research in the area, providing a wealth of current and contextual information. Distributed Model Predictive Control for Plant-Wide Systems is an excellent resource for researchers in control theory for large-scale industrial processes. Advanced students of DMPC and control engineers will also find this as a comprehensive reference text.

Distributed Model Predictive Control Made Easy

2013-11-10 Technology & Engineering
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Release : 2013-11-10
Genre : Technology & Engineering
Kind : eBook
Book Rating : 065/5 ( reviews)

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Book Synopsis Distributed Model Predictive Control Made Easy by : José M. Maestre

Download or read book Distributed Model Predictive Control Made Easy written by José M. Maestre. This book was released on 2013-11-10. Available in PDF, EPUB and Kindle. Book excerpt: 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.

New Directions on Model Predictive Control

2019-01-16 Technology & Engineering
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Release : 2019-01-16
Genre : Technology & Engineering
Kind : eBook
Book Rating : 20X/5 ( reviews)

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Book Synopsis New Directions on Model Predictive Control by : Jinfeng Liu

Download or read book New Directions on Model Predictive Control written by Jinfeng Liu. This book was released on 2019-01-16. Available in PDF, EPUB and Kindle. Book excerpt: This book is a printed edition of the Special Issue "New Directions on Model Predictive Control" that was published in Mathematics

Assessment and Future Directions of Nonlinear Model Predictive Control

2007-09-08 Technology & Engineering
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Release : 2007-09-08
Genre : Technology & Engineering
Kind : eBook
Book Rating : 993/5 ( reviews)

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Book Synopsis Assessment and Future Directions of Nonlinear Model Predictive Control by : Rolf Findeisen

Download or read book Assessment and Future Directions of Nonlinear Model Predictive Control written by Rolf Findeisen. This book was released on 2007-09-08. Available in PDF, EPUB and Kindle. Book excerpt: Thepastthree decadeshaveseenrapiddevelopmentin the areaofmodelpred- tive control with respect to both theoretical and application aspects. Over these 30 years, model predictive control for linear systems has been widely applied, especially in the area of process control. However, today’s applications often require driving the process over a wide region and close to the boundaries of - erability, while satisfying constraints and achieving near-optimal performance. Consequently, the application of linear control methods does not always lead to satisfactory performance, and here nonlinear methods must be employed. This is one of the reasons why nonlinear model predictive control (NMPC) has - joyed signi?cant attention over the past years,with a number of recent advances on both the theoretical and application frontier. Additionally, the widespread availability and steadily increasing power of today’s computers, as well as the development of specially tailored numerical solution methods for NMPC, bring thepracticalapplicabilityofNMPCwithinreachevenforveryfastsystems.This has led to a series of new, exciting developments, along with new challenges in the area of NMPC.

Recent Advances in Model Predictive Control

2021-04-17 Science
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Release : 2021-04-17
Genre : Science
Kind : eBook
Book Rating : 814/5 ( reviews)

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Book Synopsis Recent Advances in Model Predictive Control by : Timm Faulwasser

Download or read book Recent Advances in Model Predictive Control written by Timm Faulwasser. This book was released on 2021-04-17. Available in PDF, EPUB and Kindle. Book excerpt: This book focuses on distributed and economic Model Predictive Control (MPC) with applications in different fields. MPC is one of the most successful advanced control methodologies due to the simplicity of the basic idea (measure the current state, predict and optimize the future behavior of the plant to determine an input signal, and repeat this procedure ad infinitum) and its capability to deal with constrained nonlinear multi-input multi-output systems. While the basic idea is simple, the rigorous analysis of the MPC closed loop can be quite involved. Here, distributed means that either the computation is distributed to meet real-time requirements for (very) large-scale systems or that distributed agents act autonomously while being coupled via the constraints and/or the control objective. In the latter case, communication is necessary to maintain feasibility or to recover system-wide optimal performance. The term economic refers to general control tasks and, thus, goes beyond the typically predominant control objective of set-point stabilization. Here, recently developed concepts like (strict) dissipativity of optimal control problems or turnpike properties play a crucial role. The book collects research and survey articles on recent ideas and it provides perspectives on current trends in nonlinear model predictive control. Indeed, the book is the outcome of a series of six workshops funded by the German Research Foundation (DFG) involving early-stage career scientists from different countries and from leading European industry stakeholders.

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