The book explores the field of model predictive control (MPC). It reports on the latest developments in MPC, current applications, and presents various subfields of MPC. The book features topics such as uncertain and stochastic MPC variants, learn...Lasīt vairāk
This book presents a step-by-step guide to engine control system design, providing case studies and a thorough analysis of the modelling process, using model predictive control (MPC). Covering advanced processes alongside the theoretical foundation,...Lasīt vairāk
Predictive analytics refers to making predictions about the future based on different parameters which are historical data, machine learning, and artificial intelligences. This book provides the most recent advances in the field along with case st...Lasīt vairāk
Manufacturing companies face challenges in managing increasing process complexity while meeting demands for on-time delivery, particularly evident during critical processes like assembly. The early identification of potential missing parts at the...Lasīt vairāk
Organized into two parts (algorithm and application/theory and scientific interpretation), this book focuses on the practical aspects of implementing predictive control as opposed to basic conceptual and theoretical understanding. Model Predictive C...Lasīt vairāk
A probing examination of the dynamic history of predictive methods and values in science and engineering that helps us better understand todays cultures of prediction.The ability to make reliable predictions based on robust and replic...Lasīt vairāk
(Izdošanas datums: 01-Mar-2024, Other book format, Izdevniecība: MIT Press, ISBN-13: 9780262379052)
A probing examination of the dynamic history of predictive methods and values in science and engineering that helps us better understand todays cultures of prediction.The ability to make reliable predictions based on robust and replic...Lasīt vairāk
This book provides a comprehensive overview of marine control system design related to underwater robotics applications. In particular, it presents novel optimization-based model predictive control strategies to solve control problems appearing in...Lasīt vairāk
This book provides a design and development perspective MPC for micro-grid control, emphasizing step-by-step conversion of a nonlinear MPC to linear MPC preserving critical aspects of nonlinear MPC. The book discusses centralized and decentralized MP...Lasīt vairāk
This book provides engineers and researchers knowledge to help them in system reliability analysis using machine learning, artificial intelligence, big data, genetic algorithm, information theory, multi-criteria decision making, and...Lasīt vairāk
The book presents some recent specialized theoretical and practical works in the field of process control based on the model predictive control (MPC) method. It includes seven chapters that present studies on the application of MPC in various techni...Lasīt vairāk
This book presents a step-by-step guide to engine control system design, providing case studies and a thorough analysis of the modelling process, using model predictive control (MPC). Covering advanced processes alongside the theoretical foundation,...Lasīt vairāk
This book provides a comprehensive overview of marine control system design related to underwater robotics applications. In particular, it presents novel optimization-based model predictive control strategies to solve control problems appearing in...Lasīt vairāk
This book introduces how to improve the accuracy and robustness of model predictive control. Firstly, the disturbance observation- and compensation-based method is developed. Secondly, direct parameter identification methods are developed. Thirdly...Lasīt vairāk
This book provides a design and development perspective MPC for micro-grid control, emphasizing step-by-step conversion of a nonlinear MPC to linear MPC preserving critical aspects of nonlinear MPC. The book discusses centralized and decentralized MP...Lasīt vairāk
This book presents computationally efficient MPC solutions. The classical model predictive control (MPC) approach to control dynamical systems described by the Wiener model uses an inverse static block to cancel the influence of process nonlinea...Lasīt vairāk
This book provides engineers and researchers knowledge to help them in system reliability analysis using machine learning, artificial intelligence, big data, genetic algorithm, information theory, multi-criteria decision making, and...Lasīt vairāk
This book presents the outcome of the European project SERENA, involving fourteen partners as international academics, technological companies, and industrial factories, addressing the design and development of a plug-n-play end-to-end cloud arc...Lasīt vairāk
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...Lasīt vairāk
This book introduces how to improve the accuracy and robustness of model predictive control. Firstly, the disturbance observation- and compensation-based method is developed. Secondly, direct parameter identification methods are developed. Thirdly...Lasīt vairāk
Model Predictive Control for Doubly-Fed Induction Generators and Three-Phase Power Converters describes the application of model predictive control techniques with modulator and finite control sets to squirrel cage induction motor and in do...Lasīt vairāk
(Izdošanas datums: 21-Oct-2021, Hardback, Izdevniecība: Institution of Engineering and Technology, ISBN-13: 9781839533976)
Microgrids have emerged as a promising solution for accommodating the integration of renewable energy resources. But the intermittency of renewable generation is posing challenges such as voltage/frequency fluctuations, and grid stability issues i...Lasīt vairāk
This book presents computationally efficient MPC solutions. The classical model predictive control (MPC) approach to control dynamical systems described by the Wiener model uses an inverse static block to cancel the influence of process nonlinea...Lasīt vairāk
This book presents the outcome of the European project SERENA, involving fourteen partners as international academics, technological companies, and industrial factories, addressing the design and development of a plug-n-play end-to-end cloud arc...Lasīt vairāk
The process of developing predictive models includes many stages. Most resources focus on the modeling algorithms but neglect other critical aspects of the modeling process. This book describes techniques for finding the best representations of pr...Lasīt vairāk
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 b...Lasīt vairāk
Predictive analytics refers to making predictions about the future based on different parameters which are historical data, machine learning, and artificial intelligence. This book provides the most recent advances in the field along with case stu...Lasīt vairāk
Modellbasierte prädiktive Regelungen dienen der Lösung anspruchsvoller Aufgaben der Mehrgrößenregelung mit Beschränkungen der Stell- und Regelgrößen. Sie werden in der Industrie in vielen Bereichen erfolgreich eingesetzt. Mit der MPC ToolboxTM des P...Lasīt vairāk
(Izdošanas datums: 20-Sep-2019, Hardback, Izdevniecība: John Wiley & Sons Inc, ISBN-13: 9781119119548)
This book is a comprehensive introduction to model predictive control (MPC), including its basic principles and algorithms, system analysis and design methods, strategy developments and practical applications. The main contents of the book include...Lasīt vairāk
The process of developing predictive models includes many stages. Most resources focus on the modeling algorithms but neglect other critical aspects of the modeling process. This book describes techniques for finding the best representations of pr...Lasīt vairāk
Practical Design and Application of Model Predictive Control is a self-learning resource on how to design, tune and deploy an MPC using MATLAB® and Simulink®. This reference is one of the most detailed publications on how to design and tune...Lasīt vairāk
The book presents a significant expansion in depth and breadth of the previous edition. It includes substantially more numerical illustrations and copious supporting MATLAB code that the reader can use to replicate illustrations or build his or he...Lasīt vairāk
(Izdošanas datums: 06-Oct-2017, Hardback, Izdevniecība: John Wiley & Sons Inc, ISBN-13: 9781119243601)
A guide to all practical aspects of building, implementing, managing, and maintaining MPC applications in industrial plants Multivariable Predictive Control: Applications in Industry provides engineers with a thorough understa...Lasīt vairāk
With a simple approach that includes real-time applications and algorithms, this book covers the theory of model predictive control (MPC)....Lasīt vairāk
Francesco Borrelli, Alberto Bemporad, Manfred Morari
(Izdošanas datums: 22-Jun-2017, Hardback, Izdevniecība: Cambridge University Press, ISBN-13: 9781107016880)
With a simple approach that includes real-time applications and algorithms, this book covers the theory of model predictive control (MPC)....Lasīt vairāk
(Izdošanas datums: 11-Nov-2016, Hardback, Izdevniecība: John Wiley & Sons Inc, ISBN-13: 9781119010906)
In this original book on model predictive control (MPC) for power electronics, the focus is put on high-power applications with multilevel converters operating at switching frequencies well below 1 kHz, such as medium-voltage drives and modular mu...Lasīt vairāk
This book presents general methods for the design of economic model predictive control (EMPC) systems for broad classes of nonlinear systems that address key theoretical and practical considerations including recursive feasibility, closed-loop sta...Lasīt vairāk
This thesis proposes a novel Model Predictive Control (MPC) strategy, which modifies the usual MPC cost function in order to achieve a desirable sparse actuation. It features an _1-regularised least squares loss function, in which the control error v...Lasīt vairāk
For the first time, a textbook that brings together classical predictive control with treatment of up-to-date robust and stochastic techniques.Predictive Control describes the development of tractable algorithms for uncertain, stochastic, c...Lasīt vairāk
(Izdošanas datums: 22-Sep-2015, Hardback, Izdevniecība: John Wiley & Sons Inc, ISBN-13: 9781118921562)
Authors Li and Zheng present readers with a comprehensive examination of distributed model predictive control (DMPC), its basic concepts, technologies, and implementation in plant-wide systems. The authors cover plant-wide systems, the foundation of...Lasīt vairāk
(Izdošanas datums: 14-Sep-2015, Hardback, Izdevniecība: Springer London Ltd, ISBN-13: 9781447167495)
This successful textbook on predictive text mining offers a unified perspective on a rapidly evolving field, integrating topics spanning the varied disciplines of data science, machine learning, databases, and computational linguistics. Serving also...Lasīt vairāk
This book is intended for the budding data scientist, predictive modeler, or quantitative analyst with only a basic exposure to R and statistics. It is also designed to be a reference for experienced professionals wanting to brush up on the details o...Lasīt vairāk
This book provides elucidative information regarding Model Predictive Control (MPC). Model predictive control is that part of control algorithms in which a progressive method structure is utilized to foretell and improve process work. Also, it can be...Lasīt vairāk
(Izdošanas datums: 30-Dec-2014, Hardback, Izdevniecība: Institution of Engineering and Technology, ISBN-13: 9781849195522)
This book offers a novel approach to adaptive control and provides a sound theoretical background to designing robust adaptive control systems with guaranteed transient performance. It focuses on the more typical role of adaptation as a means of copi...Lasīt vairāk
Hybrid Predictive Control for Dynamic Transport Problems develops methods for the design of predictive control strategies for nonlinear-dynamic hybrid discrete-/continuous-variable systems. The methodology is designed for real-time applicat...Lasīt vairāk
This book shows how sewage systems can be modeled and controlled within the framework of model predictive control (MPC). A MATLAB® toolbox (available for download) will assist readers in implementing the MPC methods described within a sewer networ...Lasīt vairāk
(Izdošanas datums: 15-Oct-2014, Paperback / softback, Izdevniecība: Springer-Verlag Berlin and Heidelberg GmbH & Co. K, ISBN-13: 9783642439773)
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...Lasīt vairāk
