Model Predictive Control: Approaches Based on the Extended State Space Model and Extended Non-minimal State Space Model

✍ Scribed by Ridong Zhang, Anke Xue, Furong Gao

Publisher: Springer Singapore
Year: 2019
Tongue: English
Leaves: 143
Edition: 1st ed.
Category: Library

No coin nor oath required. For personal study only.

✦ Synopsis

This monograph introduces the authors’ work on model predictive control system design using extended state space and extended non-minimal state space approaches. It systematically describes model predictive control design for chemical processes, including the basic control algorithms, the extension to predictive functional control, constrained control, closed-loop system analysis, model predictive control optimization-based PID control, genetic algorithm optimization-based model predictive control, and industrial applications. Providing important insights, useful methods and practical algorithms that can be used in chemical process control and optimization, it offers a valuable resource for researchers, scientists and engineers in the field of process system engineering and control engineering.

✦ Table of Contents

Front Matter ....Pages i-xv
Introduction (Ridong Zhang, Anke Xue, Furong Gao)....Pages 1-14
Front Matter ....Pages 15-15
Model Predictive Control Based on Extended State Space Model (Ridong Zhang, Anke Xue, Furong Gao)....Pages 17-27
Predictive Functional Control Based on Extended State Space Model (Ridong Zhang, Anke Xue, Furong Gao)....Pages 29-35
Model Predictive Control Based on Extended Non-minimal State Space Model (Ridong Zhang, Anke Xue, Furong Gao)....Pages 37-50
Predictive Functional Control Based on Extended Non-minimal State Space Model (Ridong Zhang, Anke Xue, Furong Gao)....Pages 51-57
Model Predictive Control Under Constraints (Ridong Zhang, Anke Xue, Furong Gao)....Pages 59-63
PID Control Using Extended Non-minimal State Space Model Optimization (Ridong Zhang, Anke Xue, Furong Gao)....Pages 65-82
Front Matter ....Pages 83-83
Closed-Loop System Performance Analysis (Ridong Zhang, Anke Xue, Furong Gao)....Pages 85-92
Model Predictive Control Performance Optimized by Genetic Algorithm (Ridong Zhang, Anke Xue, Furong Gao)....Pages 93-108
Industrial Application (Ridong Zhang, Anke Xue, Furong Gao)....Pages 109-125
Further Ideas on MPC and PFC Using Relaxed Constrained Optimization (Ridong Zhang, Anke Xue, Furong Gao)....Pages 127-137

✦ Subjects

Engineering; Control; Systems Theory, Control; Calculus of Variations and Optimal Control; Optimization; Energy Efficiency

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