Open access peer-reviewed Edited volume

Advanced Model Predictive Control

Edited by Tao Zheng

Hefei University of Technology, China

Model Predictive Control (MPC) refers to a class of control algorithms in which a dynamic process model is used to predict and optimize process performance. From lower request of modeling accuracy and robustness to complicated process plants, MPC has been widely accepted in many practical fields. As the guide for researchers and engineers all over the world concerned with the latest developments of MPC, the purpose of "Advanced Model Predictive Control" is to show the readers the recent achievements in this area. The first part of this exciting book will help you comprehend the frontiers in theoretical research of MPC, such as Fast MPC, Nonlinear MPC, Distributed MPC, Multi-Dimensional MPC and Fuzzy-Neural MPC. In the second part, several excellent applications of MPC in modern industry are proposed and efficient commercial software for MPC is introduced. Because of its special industrial origin, we believe that MPC will remain energetic in the future.

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Advanced Model Predictive ControlEdited by Tao Zheng

Published: July 5th 2011

DOI: 10.5772/685

ISBN: 978-953-307-298-2

chaptersDownloads

Open access peer-reviewed

1. Fast Model Predictive Control and its Application to Energy Management of Hybrid Electric Vehicles

By Sajjad Fekri and Francis Assadian

3411

Open access peer-reviewed

2. Fast Nonlinear Model Predictive Control using Second Order Volterra Models Based Multi-agent Approach

By Bennasr Hichem and M'Sahli Faouzi

2373

Open access peer-reviewed

3. Improved Nonlinear Model Predictive Control Based on Genetic Algorithm

By Wei Chen, Tao Zheng, Mei Chen and Xin Li

2289

Open access peer-reviewed

4. Distributed Model Predictive Control Based on Dynamic Games

By Guido Sanchez, Leonardo Giovanini, Marina Murillo and Alejandro Limache

1792

Open access peer-reviewed

5. Efficient Nonlinear Model Predictive Control for Affine System

By Tao Zheng and Wei Chen

1507

Open access peer-reviewed

6. Implementation of Multi-dimensional Model Predictive Control for Critical Process with Stochastic Behavior

By Jozef Hrbcek and Vojtech Simak

1739

Open access peer-reviewed

7. Fuzzy–neural Model Predictive Control of Multivariable Processes

By Michail Petrov, Sevil Ahmed, Alexander Ichtev and Albena Taneva

2454

Open access peer-reviewed

8. Using Subsets Sequence to Approach the Maximal Terminal Region for MPC

By Yafeng Wang, Fuchun Sun, Youan Zhang, Huaping Liu and Haibo Min

1297

Open access peer-reviewed

9. Model Predictive Control for Block-oriented Nonlinear Systems with Input Constraints

By Hai-Tao Zhang

1974

Open access peer-reviewed

10. A General Lattice Representation for Explicit Model Predictive Control

By William Sun and Thomas Winn

1471

Open access peer-reviewed

11. Model Predictive Control Strategies for Batch Sugar Crystallization Process

By Luis Alberto Paz Suarez, Petia Georgieva and Sebastiao Feyo de Azevedo

4687

Open access peer-reviewed

12. Predictive Control for Active Model and Its Applications on Unmanned Helicopters

By Dalei Song, Juntong Qi, Jianda Han and Guangjun Liu

1210

Open access peer-reviewed

13. Nonlinear Autoregressive with Exogenous Inputs Based Model Predictive Control for Batch Citronellyl Laurate Esterification Reactor

By Siti Asyura Zulkeflee, Suhairi Abdul Sata and Norashid Aziz

4149

Open access peer-reviewed

14. Using Model Predictive Control for Local Navigation of Mobile Robots

By Lluís Pacheco, Xavier Cufí and Ningsu Luo

1602

Open access peer-reviewed

15. Model Predictive Control and Optimization for Papermaking Processes

By Danlei Chu, Michael Forbes, Johan Backstrom, Cristian Gheorghe and Stephen Chu

3272

Open access peer-reviewed

16. Gust Alleviation Control Using Robust MPC

By Masayuki Sato, Nobuhiro Yokoyama and Atsushi Satoh

1307

Open access peer-reviewed

17. MBPC – Theoretical Development for Measurable Disturbances and Practical Example of Air-path in a Diesel Engine

By Jose Vicente Garcia-Ortiz

1374

Open access peer-reviewed

18. BrainWave®: Model Predictive Control for the Process Industries

By W. A (Bill) Gough

2240

Edited volume and chapters are indexed in

  • Worldcat
  • OpenAIRE
  • Google Scholar
  • AZ ebsco
  • Base
  • CNKI
  • IET Inspec

Usage overview

40148total chapter downloads

20Web of Science citations

21Crossref citations

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