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Book Cover
E-book
Author Li, Huiping, author

Title Robust receding horizon control for networked and distributed nonlinear systems / Huiping Li, Yang Shi
Published Cham, Switzerland : Springer, [2016]
©2017

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Description 1 online resource
Series Studies in systems, decision and control, 2198-4182 ; volume 83
Studies in systems, decision and control ; v. 83.
Contents Preface; Acknowledgments; Contents; Abbreviations; 1 Introduction and Overview; 1.1 Control Systems with Communication Networks (NCSs); 1.2 Introduction to Receding Horizon Control (RHC); 1.3 Overview; 1.3.1 RHC-based Control of NCSs; 1.3.2 Distributed RHC of Large-Scale Systems; 1.4 Motivation of the Book; 1.5 Outline of This Book; 1.6 Note and Summary; References; 2 RHC of Networked Nonlinear Systems with Two-Channel Packet Dropouts; 2.1 Introduction; 2.2 Preliminary Results and Modeling; 2.2.1 Regional ISpS; 2.2.2 Network Model; 2.2.3 Buffer Model
2.3 Predictive Networked Controller Design2.3.1 Constrained Optimization Problem; 2.3.2 Control Packet Generation; 2.3.3 Packet Transmission and Compensation Strategy Design; 2.3.4 Explicit Control Law and Closed-Loop Model; 2.4 Stability Analysis; 2.5 Simulation; 2.6 Note and Summary; References; 3 Min-Max RHC of Nonlinear NCSs with Delays and Packet Dropouts; 3.1 Introduction; 3.2 Problem Formulation and Preliminaries; 3.2.1 Problem Formulation; 3.2.2 Preliminary Results; 3.3 Networked Controller Design; 3.3.1 Control System Structure; 3.3.2 Min-Max RHC-Based Control Packet Design
3.3.3 Compensation Strategy3.4 Stability Analysis; 3.5 Simulation Example; 3.6 Note and Summary; References; 4 Output Feedback RHC of NCSs with Intermittent Measurements; 4.1 Introduction; 4.2 Problem Formulation; 4.3 Observer Design and Estimation Error Analysis; 4.3.1 Observer Design; 4.3.2 Bounds of Estimation Error; 4.4 Robust Output Feedback RHC Design; 4.4.1 Nominal State Feedback RHC; 4.4.2 Constraints Tightening; 4.4.3 Robust Output Feedback RHC Algorithm; 4.5 Feasibility and Stability Analysis; 4.5.1 Feasibility Analysis; 4.5.2 Stability Analysis
4.6 Simulations and Comparison Studies4.6.1 Example 1; 4.6.2 Example 2; 4.7 Note and Summary; References; 5 Robust Distributed RHC of Constrained Nonlinear Systems; 5.1 Introduction; 5.1.1 Background and Motivation; 5.1.2 Main Contents; 5.1.3 Organization and Notations; 5.2 Problem Formulation; 5.3 Robust Distributed RHC; 5.3.1 Setup of Robust Distributed RHC; 5.3.2 Robust Distributed RHC Algorithm; 5.4 Feasibility Analysis; 5.4.1 Initial Feasibility and Feasible Control Candidate; 5.4.2 Feasibility of the Terminal Constraint; 5.4.3 Feasibility of the Robust Dual-Mode Distributed RHC
5.5 Stability Analysis5.6 Simulation Studies; 5.7 Note and Summary; References; 6 Distributed RHC of Nonlinear Systems with Communication Delays; 6.1 Introduction; 6.2 Problem Formulation and Preliminaries; 6.3 Distributed RHC with Communication Delays; 6.4 Analysis; 6.4.1 Feasibility Analysis; 6.4.2 Stability Analysis and Delay Bounds; 6.5 Simulation; 6.5.1 System Setup; 6.5.2 Simulation Results; 6.6 Note and Summary; References; 7 Distributed RHC of Nonlinear Systems: Handling Delays and Disturbances; 7.1 Introduction; 7.2 Problem Statement and Preliminaries
Summary This book offers a comprehensive, easy-to-understand overview of receding-horizon control for nonlinear networks. It presents novel general strategies that can simultaneously handle general nonlinear dynamics, system constraints, and disturbances arising in networked and large-scale systems and which can be widely applied. These receding-horizon-control-based strategies can achieve sub-optimal control performance while ensuring closed-loop stability: a feature attractive to engineers. The authors address the problems of networked and distributed control step-by-step, gradually increasing the level of challenge presented. The book first introduces the state-feedback control problems of nonlinear networked systems and then studies output feedback control problems. For large-scale nonlinear systems, disturbance is considered first, then communication delay separately, and lastly the simultaneous combination of delays and disturbances. Each chapter of this easy-to-follow book not only proposes and analyzes novel control algorithms and/or strategies, but also rigorously develops provably correct design conditions. It also provides concise, illustrative examples to demonstrate the implementation procedure, making it invaluable both for academic researchers and engineering practitioners
Bibliography Includes bibliographical references and index
Notes Print version record
Subject Robust control.
TECHNOLOGY & ENGINEERING -- Engineering (General)
Robust control
Form Electronic book
Author Shi, Yang, author
ISBN 9783319482903
3319482904